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BibTeX records: Cho-Jui Hsieh
@article{DBLP:journals/nn/HwangZCHL24, author = {Jaehui Hwang and Huan Zhang and Jun{-}Ho Choi and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Temporal shuffling for defending deep action recognition models against adversarial attacks}, journal = {Neural Networks}, volume = {169}, pages = {388--397}, year = {2024}, url = {https://doi.org/10.1016/j.neunet.2023.10.033}, doi = {10.1016/J.NEUNET.2023.10.033}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/HwangZCHL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/ChangJZATHYV24, author = {Wei{-}Cheng Chang and Jyun{-}Yu Jiang and Jiong Zhang and Mutasem Al{-}Darabsah and Choon Hui Teo and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and S. V. N. Vishwanathan}, editor = {Luz Angelica Caudillo{-}Mata and Silvio Lattanzi and Andr{\'{e}}s Mu{\~{n}}oz Medina and Leman Akoglu and Aristides Gionis and Sergei Vassilvitskii}, title = {{PEFA:} Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, pages = {77--86}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3616855.3635791}, doi = {10.1145/3616855.3635791}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/ChangJZATHYV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-07298, author = {Yue Kang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems}, journal = {CoRR}, volume = {abs/2401.07298}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.07298}, doi = {10.48550/ARXIV.2401.07298}, eprinttype = {arXiv}, eprint = {2401.07298}, timestamp = {Wed, 07 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-07298.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-09031, author = {Tong Xie and Haoyu Li and Andrew Bai and Cho{-}Jui Hsieh}, title = {Data Attribution for Diffusion Models: Timestep-induced Bias in Influence Estimation}, journal = {CoRR}, volume = {abs/2401.09031}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.09031}, doi = {10.48550/ARXIV.2401.09031}, eprinttype = {arXiv}, eprint = {2401.09031}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-09031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01057, author = {Chia{-}Cheng Chiang and Li{-}Cheng Lan and Wei{-}Fang Sun and Chien Feng and Cho{-}Jui Hsieh and Chun{-}Yi Lee}, title = {Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning}, journal = {CoRR}, volume = {abs/2402.01057}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01057}, doi = {10.48550/ARXIV.2402.01057}, eprinttype = {arXiv}, eprint = {2402.01057}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08096, author = {Andrew Bai and Chih{-}Kuan Yeh and Cho{-}Jui Hsieh and Ankur Taly}, title = {Which Pretrain Samples to Rehearse when Finetuning Pretrained Models?}, journal = {CoRR}, volume = {abs/2402.08096}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08096}, doi = {10.48550/ARXIV.2402.08096}, eprinttype = {arXiv}, eprint = {2402.08096}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08096.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-12741, author = {Sen Li and Ruochen Wang and Cho{-}Jui Hsieh and Minhao Cheng and Tianyi Zhou}, title = {MuLan: Multimodal-LLM Agent for Progressive Multi-Object Diffusion}, journal = {CoRR}, volume = {abs/2402.12741}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12741}, doi = {10.48550/ARXIV.2402.12741}, eprinttype = {arXiv}, eprint = {2402.12741}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12741.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-15751, author = {Yong Liu and Zirui Zhu and Chaoyu Gong and Minhao Cheng and Cho{-}Jui Hsieh and Yang You}, title = {Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order {LLM} Fine-Tuning}, journal = {CoRR}, volume = {abs/2402.15751}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15751}, doi = {10.48550/ARXIV.2402.15751}, eprinttype = {arXiv}, eprint = {2402.15751}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15751.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-16459, author = {Yihan Wang and Zhouxing Shi and Andrew Bai and Cho{-}Jui Hsieh}, title = {Defending LLMs against Jailbreaking Attacks via Backtranslation}, journal = {CoRR}, volume = {abs/2402.16459}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16459}, doi = {10.48550/ARXIV.2402.16459}, eprinttype = {arXiv}, eprint = {2402.16459}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-16914, author = {Xirui Li and Ruochen Wang and Minhao Cheng and Tianyi Zhou and Cho{-}Jui Hsieh}, title = {DrAttack: Prompt Decomposition and Reconstruction Makes Powerful {LLM} Jailbreakers}, journal = {CoRR}, volume = {abs/2402.16914}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16914}, doi = {10.48550/ARXIV.2402.16914}, eprinttype = {arXiv}, eprint = {2402.16914}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16914.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/LiangHL23, author = {Yuefeng Liang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Fast block-wise partitioning for extreme multi-label classification}, journal = {Data Min. Knowl. Discov.}, volume = {37}, number = {6}, pages = {2192--2215}, year = {2023}, url = {https://doi.org/10.1007/s10618-023-00945-5}, doi = {10.1007/S10618-023-00945-5}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/LiangHL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/KadambiMHSS23, author = {Achuta Kadambi and Celso de Melo and Cho{-}Jui Hsieh and Mani B. Srivastava and Stefano Soatto}, title = {Incorporating physics into data-driven computer vision}, journal = {Nat. Mac. Intell.}, volume = {5}, number = {6}, pages = {572--580}, year = {2023}, url = {https://doi.org/10.1038/s42256-023-00662-0}, doi = {10.1038/S42256-023-00662-0}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/natmi/KadambiMHSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LiuLHT23, author = {Liu Liu and Ji Liu and Cho{-}Jui Hsieh and Dacheng Tao}, title = {Stochastically Controlled Compositional Gradient for Composition Problems}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {34}, number = {2}, pages = {611--622}, year = {2023}, url = {https://doi.org/10.1109/TNNLS.2021.3098222}, doi = {10.1109/TNNLS.2021.3098222}, timestamp = {Thu, 06 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LiuLHT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/QinXYH23, author = {Yunxiao Qin and Yuanhao Xiong and Jinfeng Yi and Cho{-}Jui Hsieh}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Training Meta-Surrogate Model for Transferable Adversarial Attack}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {9516--9524}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i8.26139}, doi = {10.1609/AAAI.V37I8.26139}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/QinXYH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/OvalleCH23, author = {Anaelia Ovalle and Evan Czyzycki and Cho{-}Jui Hsieh}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning (Student Abstract)}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {16292--16293}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i13.27006}, doi = {10.1609/AAAI.V37I13.27006}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/OvalleCH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LingZXLCH023, author = {Zixuan Ling and Xiaoqing Zheng and Jianhan Xu and Jinshu Lin and Kai{-}Wei Chang and Cho{-}Jui Hsieh and Xuanjing Huang}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {11454--11465}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.726}, doi = {10.18653/V1/2023.FINDINGS-ACL.726}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/LingZXLCH023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhangWCLJHY23, author = {Jiong Zhang and Yau{-}Shian Wang and Wei{-}Cheng Chang and Wei Li and Jyun{-}Yu Jiang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos}, title = {Build Faster with Less: {A} Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search}, booktitle = {Proceedings of the 32nd {ACM} International Conference on Information and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom, October 21-25, 2023}, pages = {4960--4966}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3583780.3614661}, doi = {10.1145/3583780.3614661}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ZhangWCLJHY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XiongWCYH23, author = {Yuanhao Xiong and Ruochen Wang and Minhao Cheng and Felix Yu and Cho{-}Jui Hsieh}, title = {FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {16323--16332}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01566}, doi = {10.1109/CVPR52729.2023.01566}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/XiongWCYH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hotstorage/PrakriyaYMHC23, author = {Neha Prakriya and Yu Yang and Baharan Mirzasoleiman and Cho{-}Jui Hsieh and Jason Cong}, editor = {Ali Anwar and Ningfang Mi and Vasily Tarasov and Yiying Zhang}, title = {NeSSA: Near-Storage Data Selection for Accelerated Machine Learning Training}, booktitle = {Proceedings of the 15th {ACM/USENIX} Workshop on Hot Topics in Storage and File Systems, HotStorage 2023, Boston, MA, USA, 9 July 2023}, pages = {8--15}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3599691.3603404}, doi = {10.1145/3599691.3603404}, timestamp = {Fri, 04 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hotstorage/PrakriyaYMHC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BaiYLRH23, author = {Andrew Bai and Chih{-}Kuan Yeh and Neil Y. C. Lin and Pradeep Kumar Ravikumar and Cho{-}Jui Hsieh}, title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=\_01dDd3f78}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BaiYLRH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Lan0H23, author = {Li{-}Cheng Lan and Huan Zhang and Cho{-}Jui Hsieh}, title = {Can Agents Run Relay Race with Strangers? Generalization of {RL} to Out-of-Distribution Trajectories}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=ipflrGaf7ry}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Lan0H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SiYRHK23, author = {Si Si and Felix X. Yu and Ankit Singh Rawat and Cho{-}Jui Hsieh and Sanjiv Kumar}, title = {Serving Graph Compression for Graph Neural Networks}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=T-qVtA3pAxG}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SiYRHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZengS0KLHJ23, author = {Yi Zeng and Zhouxing Shi and Ming Jin and Feiyang Kang and Lingjuan Lyu and Cho{-}Jui Hsieh and Ruoxi Jia}, title = {Towards Robustness Certification Against Universal Perturbations}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=7GEvPKxjtt}, timestamp = {Tue, 19 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZengS0KLHJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChienZHJCMY23, author = {Eli Chien and Jiong Zhang and Cho{-}Jui Hsieh and Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Olgica Milenkovic and Hsiang{-}Fu Yu}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {{PINA:} Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {5616--5630}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/chien23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChienZHJCMY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CuiWSH23, author = {Justin Cui and Ruochen Wang and Si Si and Cho{-}Jui Hsieh}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {6565--6590}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/cui23e.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CuiWSH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TsaiZYCHR23, author = {Che{-}Ping Tsai and Jiong Zhang and Hsiang{-}Fu Yu and Eli Chien and Cho{-}Jui Hsieh and Pradeep Kumar Ravikumar}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Representer Point Selection for Explaining Regularized High-dimensional Models}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {34469--34490}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/tsai23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TsaiZYCHR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0002HL23, author = {Yue Kang and Cho{-}Jui Hsieh and Thomas Chun Man Lee}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Robust Lipschitz Bandits to Adversarial Corruptions}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/238f3b98bbe998b4f2234443907fe663-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0002HL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenLHRW0DLHLL23, author = {Xiangning Chen and Chen Liang and Da Huang and Esteban Real and Kaiyuan Wang and Hieu Pham and Xuanyi Dong and Thang Luong and Cho{-}Jui Hsieh and Yifeng Lu and Quoc V. Le}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Symbolic Discovery of Optimization Algorithms}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9a39b4925e35cf447ccba8757137d84f-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenLHRW0DLHLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenZKCHG23, author = {Zixiang Chen and Junkai Zhang and Yiwen Kou and Xiangning Chen and Cho{-}Jui Hsieh and Quanquan Gu}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Why Does Sharpness-Aware Minimization Generalize Better Than SGD?}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e4d3fe32495088805bbbb4f1de63e947-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenZKCHG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DevvritDA0HD23, author = {Devvrit and Sai Surya Duvvuri and Rohan Anil and Vineet Gupta and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {A Computationally Efficient Sparsified Online Newton Method}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0b43289db08ed60edc6451cb2132e203-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DevvritDA0HD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShiCBSHB023, author = {Zhouxing Shi and Nicholas Carlini and Ananth Balashankar and Ludwig Schmidt and Cho{-}Jui Hsieh and Alex Beutel and Yao Qin}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Effective Robustness against Natural Distribution Shifts for Models with Different Training Data}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e9000ecb86d45c442a1d38fae68dd8fb-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ShiCBSHB023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangC0H23, author = {Yihan Wang and Jatin Chauhan and Wei Wang and Cho{-}Jui Hsieh}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Universality and Limitations of Prompt Tuning}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/eef6aecfe050b556c6a48d9c16b15558-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangC0H23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YenDDH23, author = {Jui{-}Nan Yen and Sai Surya Duvvuri and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/389cfad711d2b1e2128e931feee80230-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YenDDH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/JiangCZHY23, author = {Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Jiong Zhang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu}, editor = {Hsin{-}Hsi Chen and Wei{-}Jou (Edward) Duh and Hen{-}Hsen Huang and Makoto P. Kato and Josiane Mothe and Barbara Poblete}, title = {Uncertainty Quantification for Extreme Classification}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, pages = {1649--1659}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3539618.3591780}, doi = {10.1145/3539618.3591780}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/JiangCZHY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ChenCJYDH23, author = {Patrick H. Chen and Wei{-}Cheng Chang and Jyun{-}Yu Jiang and Hsiang{-}Fu Yu and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, editor = {Ying Ding and Jie Tang and Juan F. Sequeda and Lora Aroyo and Carlos Castillo and Geert{-}Jan Houben}, title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor Search}, booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}, pages = {3225--3235}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3543507.3583318}, doi = {10.1145/3543507.3583318}, timestamp = {Mon, 28 Aug 2023 21:17:10 +0200}, biburl = {https://dblp.org/rec/conf/www/ChenCJYDH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-01381, author = {Zhouxing Shi and Nicholas Carlini and Ananth Balashankar and Ludwig Schmidt and Cho{-}Jui Hsieh and Alex Beutel and Yao Qin}, title = {Effective Robustness against Natural Distribution Shifts for Models with Different Training Data}, journal = {CoRR}, volume = {abs/2302.01381}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.01381}, doi = {10.48550/ARXIV.2302.01381}, eprinttype = {arXiv}, eprint = {2302.01381}, timestamp = {Mon, 11 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-01381.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06675, author = {Xiangning Chen and Chen Liang and Da Huang and Esteban Real and Kaiyuan Wang and Yao Liu and Hieu Pham and Xuanyi Dong and Thang Luong and Cho{-}Jui Hsieh and Yifeng Lu and Quoc V. Le}, title = {Symbolic Discovery of Optimization Algorithms}, journal = {CoRR}, volume = {abs/2302.06675}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06675}, doi = {10.48550/ARXIV.2302.06675}, eprinttype = {arXiv}, eprint = {2302.06675}, timestamp = {Thu, 11 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06675.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-09440, author = {Yue Kang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Online Continuous Hyperparameter Optimization for Contextual Bandits}, journal = {CoRR}, volume = {abs/2302.09440}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.09440}, doi = {10.48550/ARXIV.2302.09440}, eprinttype = {arXiv}, eprint = {2302.09440}, timestamp = {Fri, 09 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-09440.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-16341, author = {Yuanhao Xiong and Long Zhao and Boqing Gong and Ming{-}Hsuan Yang and Florian Schroff and Ting Liu and Cho{-}Jui Hsieh and Liangzhe Yuan}, title = {Spatiotemporally Discriminative Video-Language Pre-Training with Text Grounding}, journal = {CoRR}, volume = {abs/2303.16341}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.16341}, doi = {10.48550/ARXIV.2303.16341}, eprinttype = {arXiv}, eprint = {2303.16341}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-16341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-13424, author = {Li{-}Cheng Lan and Huan Zhang and Cho{-}Jui Hsieh}, title = {Can Agents Run Relay Race with Strangers? Generalization of {RL} to Out-of-Distribution Trajectories}, journal = {CoRR}, volume = {abs/2304.13424}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.13424}, doi = {10.48550/ARXIV.2304.13424}, eprinttype = {arXiv}, eprint = {2304.13424}, timestamp = {Wed, 03 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-13424.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-12349, author = {Eli Chien and Jiong Zhang and Cho{-}Jui Hsieh and Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Olgica Milenkovic and Hsiang{-}Fu Yu}, title = {{PINA:} Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation}, journal = {CoRR}, volume = {abs/2305.12349}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.12349}, doi = {10.48550/ARXIV.2305.12349}, eprinttype = {arXiv}, eprint = {2305.12349}, timestamp = {Fri, 26 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-12349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18543, author = {Yue Kang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Robust Lipschitz Bandits to Adversarial Corruptions}, journal = {CoRR}, volume = {abs/2305.18543}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18543}, doi = {10.48550/ARXIV.2305.18543}, eprinttype = {arXiv}, eprint = {2305.18543}, timestamp = {Fri, 09 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18543.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18787, author = {Yihan Wang and Jatin Chauhan and Wei Wang and Cho{-}Jui Hsieh}, title = {Universality and Limitations of Prompt Tuning}, journal = {CoRR}, volume = {abs/2305.18787}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18787}, doi = {10.48550/ARXIV.2305.18787}, eprinttype = {arXiv}, eprint = {2305.18787}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18787.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19713, author = {Zhouxing Shi and Yihan Wang and Fan Yin and Xiangning Chen and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, title = {Red Teaming Language Model Detectors with Language Models}, journal = {CoRR}, volume = {abs/2305.19713}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19713}, doi = {10.48550/ARXIV.2305.19713}, eprinttype = {arXiv}, eprint = {2305.19713}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19713.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-20002, author = {Che{-}Ping Tsai and Jiong Zhang and Eli Chien and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Pradeep Ravikumar}, title = {Representer Point Selection for Explaining Regularized High-dimensional Models}, journal = {CoRR}, volume = {abs/2305.20002}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.20002}, doi = {10.48550/ARXIV.2305.20002}, eprinttype = {arXiv}, eprint = {2305.20002}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-20002.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-05007, author = {Xiusi Chen and Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Wei Wang}, title = {MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering}, journal = {CoRR}, volume = {abs/2310.05007}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.05007}, doi = {10.48550/ARXIV.2310.05007}, eprinttype = {arXiv}, eprint = {2310.05007}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-05007.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-07269, author = {Zixiang Chen and Junkai Zhang and Yiwen Kou and Xiangning Chen and Cho{-}Jui Hsieh and Quanquan Gu}, title = {Why Does Sharpness-Aware Minimization Generalize Better Than SGD?}, journal = {CoRR}, volume = {abs/2310.07269}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.07269}, doi = {10.48550/ARXIV.2310.07269}, eprinttype = {arXiv}, eprint = {2310.07269}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-07269.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-09468, author = {Lucas Tecot and Cho{-}Jui Hsieh}, title = {Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems}, journal = {CoRR}, volume = {abs/2310.09468}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.09468}, doi = {10.48550/ARXIV.2310.09468}, eprinttype = {arXiv}, eprint = {2310.09468}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-09468.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-11866, author = {Liu Liu and Xuanqing Liu and Cho{-}Jui Hsieh and Dacheng Tao}, title = {Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function}, journal = {CoRR}, volume = {abs/2310.11866}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.11866}, doi = {10.48550/ARXIV.2310.11866}, eprinttype = {arXiv}, eprint = {2310.11866}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-11866.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-09668, author = {Yuhang Li and Yihan Wang and Zhouxing Shi and Cho{-}Jui Hsieh}, title = {Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring}, journal = {CoRR}, volume = {abs/2311.09668}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.09668}, doi = {10.48550/ARXIV.2311.09668}, eprinttype = {arXiv}, eprint = {2311.09668}, timestamp = {Tue, 21 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-09668.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-10085, author = {Devvrit and Sai Surya Duvvuri and Rohan Anil and Vineet Gupta and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {A Computationally Efficient Sparsified Online Newton Method}, journal = {CoRR}, volume = {abs/2311.10085}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.10085}, doi = {10.48550/ARXIV.2311.10085}, eprinttype = {arXiv}, eprint = {2311.10085}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-10085.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-10117, author = {Cho{-}Jui Hsieh and Si Si and Felix X. Yu and Inderjit S. Dhillon}, title = {Automatic Engineering of Long Prompts}, journal = {CoRR}, volume = {abs/2311.10117}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.10117}, doi = {10.48550/ARXIV.2311.10117}, eprinttype = {arXiv}, eprint = {2311.10117}, timestamp = {Wed, 22 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-10117.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-02429, author = {Wei{-}Cheng Chang and Jyun{-}Yu Jiang and Jiong Zhang and Mutasem Al{-}Darabsah and Choon Hui Teo and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and S. V. N. Vishwanathan}, title = {{PEFA:} Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models}, journal = {CoRR}, volume = {abs/2312.02429}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.02429}, doi = {10.48550/ARXIV.2312.02429}, eprinttype = {arXiv}, eprint = {2312.02429}, timestamp = {Wed, 13 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-02429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-14380, author = {Tiejin Chen and Yuanpu Cao and Yujia Wang and Cho{-}Jui Hsieh and Jinghui Chen}, title = {Federated Learning with Projected Trajectory Regularization}, journal = {CoRR}, volume = {abs/2312.14380}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.14380}, doi = {10.48550/ARXIV.2312.14380}, eprinttype = {arXiv}, eprint = {2312.14380}, timestamp = {Wed, 17 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-14380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/SuCCTHSSABYG22, author = {Yu{-}Chuan Su and Soravit Changpinyo and Xiangning Chen and Sathish Thoppay and Cho{-}Jui Hsieh and Lior Shapira and Radu Soricut and Hartwig Adam and Matthew Brown and Ming{-}Hsuan Yang and Boqing Gong}, title = {2.5D visual relationship detection}, journal = {Comput. Vis. Image Underst.}, volume = {224}, pages = {103557}, year = {2022}, url = {https://doi.org/10.1016/j.cviu.2022.103557}, doi = {10.1016/J.CVIU.2022.103557}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/SuCCTHSSABYG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/ShaoSYCH22, author = {Rulin Shao and Zhouxing Shi and Jinfeng Yi and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, title = {On the Adversarial Robustness of Vision Transformers}, journal = {Trans. Mach. Learn. Res.}, volume = {2022}, year = {2022}, url = {https://openreview.net/forum?id=lE7K4n1Esk}, timestamp = {Fri, 19 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/ShaoSYCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LeeHL22, author = {Hojung Lee and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Local Critic Training for Model-Parallel Learning of Deep Neural Networks}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {33}, number = {9}, pages = {4424--4436}, year = {2022}, url = {https://doi.org/10.1109/TNNLS.2021.3057380}, doi = {10.1109/TNNLS.2021.3057380}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LeeHL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/XuZZLHCH22, author = {Jianhan Xu and Cenyuan Zhang and Xiaoqing Zheng and Linyang Li and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Xuanjing Huang}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, pages = {1694--1707}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-acl.134}, doi = {10.18653/V1/2022.FINDINGS-ACL.134}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/XuZZLHCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/YinSHC22, author = {Fan Yin and Zhouxing Shi and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {On the Sensitivity and Stability of Model Interpretations in {NLP}}, booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, pages = {2631--2647}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.acl-long.188}, doi = {10.18653/V1/2022.ACL-LONG.188}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/YinSHC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZhangZWZCH22, author = {Cenyuan Zhang and Xiang Zhou and Yixin Wan and Xiaoqing Zheng and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {Improving the Adversarial Robustness of {NLP} Models by Information Bottleneck}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, pages = {3588--3598}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-acl.284}, doi = {10.18653/V1/2022.FINDINGS-ACL.284}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZhangZWZCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/0002HS22, author = {Qin Ding and Cho{-}Jui Hsieh and James Sharpnack}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {7111--7123}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/ding22c.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/0002HS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ShaoSYCH22, author = {Rulin Shao and Zhouxing Shi and Jinfeng Yi and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {Robust Text CAPTCHAs Using Adversarial Examples}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {1495--1504}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10021100}, doi = {10.1109/BIGDATA55660.2022.10021100}, timestamp = {Fri, 18 Aug 2023 17:39:03 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ShaoSYCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuMCHY22, author = {Yong Liu and Siqi Mai and Xiangning Chen and Cho{-}Jui Hsieh and Yang You}, title = {Towards Efficient and Scalable Sharpness-Aware Minimization}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {12350--12360}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01204}, doi = {10.1109/CVPR52688.2022.01204}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiuMCHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/XiongH22, author = {Yuanhao Xiong and Cho{-}Jui Hsieh}, editor = {Shai Avidan and Gabriel J. Brostow and Moustapha Ciss{\'{e}} and Giovanni Maria Farinella and Tal Hassner}, title = {Learning to Learn with Smooth Regularization}, booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {XXIII}}, series = {Lecture Notes in Computer Science}, volume = {13683}, pages = {550--565}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-20050-2\_32}, doi = {10.1007/978-3-031-20050-2\_32}, timestamp = {Thu, 03 Nov 2022 13:25:17 +0100}, biburl = {https://dblp.org/rec/conf/eccv/XiongH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YinLHC22, author = {Fan Yin and Yao Li and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation}, booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {6567--6584}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.emnlp-main.440}, doi = {10.18653/V1/2022.EMNLP-MAIN.440}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/YinLHC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/XuLZZCHH22, author = {Jianhan Xu and Linyang Li and Jiping Zhang and Xiaoqing Zheng and Kai{-}Wei Chang and Cho{-}Jui Hsieh and Xuanjing Huang}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {Weight Perturbation as Defense against Adversarial Word Substitutions}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {7054--7063}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-emnlp.523}, doi = {10.18653/V1/2022.FINDINGS-EMNLP.523}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/XuLZZCHH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChenHG22, author = {Xiangning Chen and Cho{-}Jui Hsieh and Boqing Gong}, title = {When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=LtKcMgGOeLt}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChenHG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChienCHYZMD22, author = {Eli Chien and Wei{-}Cheng Chang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Jiong Zhang and Olgica Milenkovic and Inderjit S. Dhillon}, title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=KJggliHbs8}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ChienCHYZMD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HuWHLHF22, author = {Shoukang Hu and Ruochen Wang and Lanqing Hong and Zhenguo Li and Cho{-}Jui Hsieh and Jiashi Feng}, title = {Generalizing Few-Shot {NAS} with Gradient Matching}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=\_jMtny3sMKU}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HuWHLHF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiuCCHY22, author = {Yong Liu and Xiangning Chen and Minhao Cheng and Cho{-}Jui Hsieh and Yang You}, title = {Concurrent Adversarial Learning for Large-Batch Training}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=rw1mZl\_ss3L}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/LiuCCHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WangSGH22, author = {Yihan Wang and Zhouxing Shi and Quanquan Gu and Cho{-}Jui Hsieh}, title = {On the Convergence of Certified Robust Training with Interval Bound Propagation}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=YeShU5mLfLt}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WangSGH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/XiongLCWH22, author = {Yuanhao Xiong and Li{-}Cheng Lan and Xiangning Chen and Ruochen Wang and Cho{-}Jui Hsieh}, title = {Learning to Schedule Learning rate with Graph Neural Networks}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=k7efTb0un9z}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/XiongLCWH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Zhang0XWJHK22, author = {Huan Zhang and Shiqi Wang and Kaidi Xu and Yihan Wang and Suman Jana and Cho{-}Jui Hsieh and J. Zico Kolter}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {26591--26604}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/zhang22ae.html}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Zhang0XWJHK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/ChoiZKHL22, author = {Jun{-}Ho Choi and Huan Zhang and Jun{-}Hyuk Kim and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks}, booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022, Montreal, QC, Canada, August 21-25, 2022}, pages = {1287--1293}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICPR56361.2022.9956577}, doi = {10.1109/ICPR56361.2022.9956577}, timestamp = {Fri, 23 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/ChoiZKHL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ChengLCDH22, author = {Minhao Cheng and Qi Lei and Pin{-}Yu Chen and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, editor = {Luc De Raedt}, title = {{CAT:} Customized Adversarial Training for Improved Robustness}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {673--679}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/95}, doi = {10.24963/IJCAI.2022/95}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ChengLCDH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YuZCJLH22, author = {Hsiang{-}Fu Yu and Jiong Zhang and Wei{-}Cheng Chang and Jyun{-}Yu Jiang and Wei Li and Cho{-}Jui Hsieh}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {{PECOS:} Prediction for Enormous and Correlated Output Spaces}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4848--4849}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542629}, doi = {10.1145/3534678.3542629}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/YuZCJLH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChenHLL22, author = {Pin{-}Yu Chen and Cho{-}Jui Hsieh and Bo Li and Sijia Liu}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {The Fourth Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2022)}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4858--4859}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542897}, doi = {10.1145/3534678.3542897}, timestamp = {Fri, 14 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ChenHLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/XiongCHYD22, author = {Yuanhao Xiong and Wei{-}Cheng Chang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Inderjit S. Dhillon}, editor = {Marine Carpuat and Marie{-}Catherine de Marneffe and Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z}, title = {Extreme Zero-Shot Learning for Extreme Text Classification}, booktitle = {Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022}, pages = {5455--5468}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.naacl-main.399}, doi = {10.18653/V1/2022.NAACL-MAIN.399}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/XiongCHYD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0002KLLHS22, author = {Qin Ding and Yue Kang and Yi{-}Wei Liu and Thomas Chun Man Lee and Cho{-}Jui Hsieh and James Sharpnack}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Syndicated Bandits: {A} Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/082e82cae0232f45f27fdd2612c31f8a-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0002KLLHS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CuiWSH22, author = {Justin Cui and Ruochen Wang and Si Si and Cho{-}Jui Hsieh}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {{DC-BENCH:} Dataset Condensation Benchmark}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/052e22cfdd344c79634f7ec76fa03e22-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CuiWSH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GuptaCYHD22, author = {Nilesh Gupta and Patrick H. Chen and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {{ELIAS:} End-to-End Learning to Index and Search in Large Output Spaces}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7d4f98f916494121aca3da02e36a4d18-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GuptaCYHD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KangHL22, author = {Yue Kang and Cho{-}Jui Hsieh and Thomas Chun Man Lee}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7e0dc9ccba0f1333be13a3f9dc2b3138-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KangHL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Lan0W0WH22, author = {Li{-}Cheng Lan and Huan Zhang and Ti{-}Rong Wu and Meng{-}Yu Tsai and I{-}Chen Wu and Cho{-}Jui Hsieh}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Are AlphaZero-like Agents Robust to Adversarial Perturbations?}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/48adb34f7ee39177c4c23a8e4253a492-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Lan0W0WH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuMCCHY22, author = {Yong Liu and Siqi Mai and Minhao Cheng and Xiangning Chen and Cho{-}Jui Hsieh and Yang You}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Random Sharpness-Aware Minimization}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9b79416c0dc4b09feaa169ed5cdd63d4-Abstract-Conference.html}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuMCCHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShiW0KH22, author = {Zhouxing Shi and Yihan Wang and Huan Zhang and J. Zico Kolter and Cho{-}Jui Hsieh}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0ff54b4ec4f70b3ae12c8621ca8a49f4-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ShiW0KH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangXCH22, author = {Ruochen Wang and Yuanhao Xiong and Minhao Cheng and Cho{-}Jui Hsieh}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Efficient Non-Parametric Optimizer Search for Diverse Tasks}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c513d1786f85531fac7050947736265f-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangXCH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangWXLLJHK22, author = {Huan Zhang and Shiqi Wang and Kaidi Xu and Linyi Li and Bo Li and Suman Jana and Cho{-}Jui Hsieh and J. Zico Kolter}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {General Cutting Planes for Bound-Propagation-Based Neural Network Verification}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0b06c8673ebb453e5e468f7743d8f54e-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhangWXLLJHK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/JiangCZHY22, author = {Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Jiong Zhang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu}, editor = {Enrique Amig{\'{o}} and Pablo Castells and Julio Gonzalo and Ben Carterette and J. Shane Culpepper and Gabriella Kazai}, title = {Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, pages = {1870--1874}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3477495.3531767}, doi = {10.1145/3477495.3531767}, timestamp = {Sat, 09 Jul 2022 09:25:34 +0200}, biburl = {https://dblp.org/rec/conf/sigir/JiangCZHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-02714, author = {Yong Liu and Siqi Mai and Xiangning Chen and Cho{-}Jui Hsieh and Yang You}, title = {Towards Efficient and Scalable Sharpness-Aware Minimization}, journal = {CoRR}, volume = {abs/2203.02714}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.02714}, doi = {10.48550/ARXIV.2203.02714}, eprinttype = {arXiv}, eprint = {2203.02714}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-02714.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-08961, author = {Yihan Wang and Zhouxing Shi and Quanquan Gu and Cho{-}Jui Hsieh}, title = {On the Convergence of Certified Robust Training with Interval Bound Propagation}, journal = {CoRR}, volume = {abs/2203.08961}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.08961}, doi = {10.48550/ARXIV.2203.08961}, eprinttype = {arXiv}, eprint = {2203.08961}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-08961.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-15207, author = {Shoukang Hu and Ruochen Wang and Lanqing Hong and Zhenguo Li and Cho{-}Jui Hsieh and Jiashi Feng}, title = {Generalizing Few-Shot {NAS} with Gradient Matching}, journal = {CoRR}, volume = {abs/2203.15207}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.15207}, doi = {10.48550/ARXIV.2203.15207}, eprinttype = {arXiv}, eprint = {2203.15207}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-15207.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05511, author = {Cenyuan Zhang and Xiang Zhou and Yixin Wan and Xiaoqing Zheng and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, title = {Improving the Adversarial Robustness of {NLP} Models by Information Bottleneck}, journal = {CoRR}, volume = {abs/2206.05511}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05511}, doi = {10.48550/ARXIV.2206.05511}, eprinttype = {arXiv}, eprint = {2206.05511}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-11408, author = {Patrick H. Chen and Wei{-}Cheng Chang and Hsiang{-}Fu Yu and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {{FINGER:} Fast Inference for Graph-based Approximate Nearest Neighbor Search}, journal = {CoRR}, volume = {abs/2206.11408}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.11408}, doi = {10.48550/ARXIV.2206.11408}, eprinttype = {arXiv}, eprint = {2206.11408}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-11408.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-09639, author = {Justin Cui and Ruochen Wang and Si Si and Cho{-}Jui Hsieh}, title = {{DC-BENCH:} Dataset Condensation Benchmark}, journal = {CoRR}, volume = {abs/2207.09639}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09639}, doi = {10.48550/ARXIV.2207.09639}, eprinttype = {arXiv}, eprint = {2207.09639}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09639.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-09653, author = {Yuanhao Xiong and Ruochen Wang and Minhao Cheng and Felix Yu and Cho{-}Jui Hsieh}, title = {FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning}, journal = {CoRR}, volume = {abs/2207.09653}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.09653}, doi = {10.48550/ARXIV.2207.09653}, eprinttype = {arXiv}, eprint = {2207.09653}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-09653.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-05740, author = {Huan Zhang and Shiqi Wang and Kaidi Xu and Linyi Li and Bo Li and Suman Jana and Cho{-}Jui Hsieh and J. Zico Kolter}, title = {General Cutting Planes for Bound-Propagation-Based Neural Network Verification}, journal = {CoRR}, volume = {abs/2208.05740}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.05740}, doi = {10.48550/ARXIV.2208.05740}, eprinttype = {arXiv}, eprint = {2208.05740}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-05740.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-14966, author = {Andrew Bai and Chih{-}Kuan Yeh and Pradeep Ravikumar and Neil Y. C. Lin and Cho{-}Jui Hsieh}, title = {Concept Gradient: Concept-based Interpretation Without Linear Assumption}, journal = {CoRR}, volume = {abs/2208.14966}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.14966}, doi = {10.48550/ARXIV.2208.14966}, eprinttype = {arXiv}, eprint = {2208.14966}, timestamp = {Thu, 01 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-14966.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-13575, author = {Ruochen Wang and Yuanhao Xiong and Minhao Cheng and Cho{-}Jui Hsieh}, title = {Efficient Non-Parametric Optimizer Search for Diverse Tasks}, journal = {CoRR}, volume = {abs/2209.13575}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.13575}, doi = {10.48550/ARXIV.2209.13575}, eprinttype = {arXiv}, eprint = {2209.13575}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-13575.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-07394, author = {Zhouxing Shi and Yihan Wang and Huan Zhang and J. Zico Kolter and Cho{-}Jui Hsieh}, title = {Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation}, journal = {CoRR}, volume = {abs/2210.07394}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.07394}, doi = {10.48550/ARXIV.2210.07394}, eprinttype = {arXiv}, eprint = {2210.07394}, timestamp = {Fri, 23 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-07394.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-07543, author = {Chenxi Gu and Chengsong Huang and Xiaoqing Zheng and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, title = {Watermarking Pre-trained Language Models with Backdooring}, journal = {CoRR}, volume = {abs/2210.07543}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.07543}, doi = {10.48550/ARXIV.2210.07543}, eprinttype = {arXiv}, eprint = {2210.07543}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-07543.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08410, author = {Nilesh Gupta and Patrick H. Chen and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {End-to-End Learning to Index and Search in Large Output Spaces}, journal = {CoRR}, volume = {abs/2210.08410}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08410}, doi = {10.48550/ARXIV.2210.08410}, eprinttype = {arXiv}, eprint = {2210.08410}, timestamp = {Wed, 19 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08410.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10160, author = {Jyun{-}Yu Jiang and Wei{-}Cheng Chang and Jiong Zhang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu}, title = {Uncertainty in Extreme Multi-label Classification}, journal = {CoRR}, volume = {abs/2210.10160}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10160}, doi = {10.48550/ARXIV.2210.10160}, eprinttype = {arXiv}, eprint = {2210.10160}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10160.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12231, author = {Andrew Bai and Cho{-}Jui Hsieh and Wendy Chi{-}wen Kan and Hsuan{-}Tien Lin}, title = {Reducing Training Sample Memorization in GANs by Training with Memorization Rejection}, journal = {CoRR}, volume = {abs/2210.12231}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12231}, doi = {10.48550/ARXIV.2210.12231}, eprinttype = {arXiv}, eprint = {2210.12231}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12231.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12396, author = {Fan Yin and Yao Li and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {{ADDMU:} Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation}, journal = {CoRR}, volume = {abs/2210.12396}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12396}, doi = {10.48550/ARXIV.2210.12396}, eprinttype = {arXiv}, eprint = {2210.12396}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12396.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00635, author = {Yihan Wang and Si Si and Daliang Li and Michal Lukasik and Felix X. Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon and Sanjiv Kumar}, title = {Preserving In-Context Learning ability in Large Language Model Fine-tuning}, journal = {CoRR}, volume = {abs/2211.00635}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00635}, doi = {10.48550/ARXIV.2211.00635}, eprinttype = {arXiv}, eprint = {2211.00635}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00635.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-02468, author = {Anaelia Ovalle and Evan Czyzycki and Cho{-}Jui Hsieh}, title = {Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning}, journal = {CoRR}, volume = {abs/2211.02468}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.02468}, doi = {10.48550/ARXIV.2211.02468}, eprinttype = {arXiv}, eprint = {2211.02468}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-02468.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-03769, author = {Li{-}Cheng Lan and Huan Zhang and Ti{-}Rong Wu and Meng{-}Yu Tsai and I{-}Chen Wu and Cho{-}Jui Hsieh}, title = {Are AlphaZero-like Agents Robust to Adversarial Perturbations?}, journal = {CoRR}, volume = {abs/2211.03769}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.03769}, doi = {10.48550/ARXIV.2211.03769}, eprinttype = {arXiv}, eprint = {2211.03769}, timestamp = {Thu, 20 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-03769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-10586, author = {Justin Cui and Ruochen Wang and Si Si and Cho{-}Jui Hsieh}, title = {Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory}, journal = {CoRR}, volume = {abs/2211.10586}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.10586}, doi = {10.48550/ARXIV.2211.10586}, eprinttype = {arXiv}, eprint = {2211.10586}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-10586.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ccfthpc/YouHHVD21, author = {Yang You and Jingyue Huang and Cho{-}Jui Hsieh and Richard W. Vuduc and James Demmel}, title = {Communication-avoiding kernel ridge regression on parallel and distributed systems}, journal = {{CCF} Trans. High Perform. Comput.}, volume = {3}, number = {3}, pages = {252--270}, year = {2021}, url = {https://doi.org/10.1007/s42514-021-00078-5}, doi = {10.1007/S42514-021-00078-5}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ccfthpc/YouHHVD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LanWWH21, author = {Li{-}Cheng Lan and Ti{-}Rong Wu and I{-}Chen Wu and Cho{-}Jui Hsieh}, title = {Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {259--267}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i1.16100}, doi = {10.1609/AAAI.V35I1.16100}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LanWWH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChengC0CHD21, author = {Minhao Cheng and Pin{-}Yu Chen and Sijia Liu and Shiyu Chang and Cho{-}Jui Hsieh and Payel Das}, title = {Self-Progressing Robust Training}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {7107--7115}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i8.16874}, doi = {10.1609/AAAI.V35I8.16874}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChengC0CHD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuRL0H21, author = {Benlin Liu and Yongming Rao and Jiwen Lu and Jie Zhou and Cho{-}Jui Hsieh}, title = {Multi-Proxy Wasserstein Classifier for Image Classification}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {8618--8626}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17045}, doi = {10.1609/AAAI.V35I10.17045}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuRL0H21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZhouZHCH20, author = {Yi Zhou and Xiaoqing Zheng and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Xuanjing Huang}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble}, booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021}, pages = {5482--5492}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.acl-long.426}, doi = {10.18653/V1/2021.ACL-LONG.426}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZhouZHCH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/0002HS21, author = {Qin Ding and Cho{-}Jui Hsieh and James Sharpnack}, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling}, booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, pages = {1585--1593}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/ding21a.html}, timestamp = {Wed, 14 Apr 2021 16:51:37 +0200}, biburl = {https://dblp.org/rec/conf/aistats/0002HS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ChenXTZHG21, author = {Xiangning Chen and Cihang Xie and Mingxing Tan and Li Zhang and Cho{-}Jui Hsieh and Boqing Gong}, title = {Robust and Accurate Object Detection via Adversarial Learning}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {16622--16631}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Chen\_Robust\_and\_Accurate\_Object\_Detection\_via\_Adversarial\_Learning\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.01635}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ChenXTZHG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YuanZZHC21, author = {Liping Yuan and Xiaoqing Zheng and Yi Zhou and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {On the Transferability of Adversarial Attacks against Neural Text Classifier}, booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}, pages = {1612--1625}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.121}, doi = {10.18653/V1/2021.EMNLP-MAIN.121}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/YuanZZHC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LiXZLZZCH21, author = {Zongyi Li and Jianhan Xu and Jiehang Zeng and Linyang Li and Xiaoqing Zheng and Qi Zhang and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution}, booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021}, pages = {3137--3147}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.emnlp-main.251}, doi = {10.18653/V1/2021.EMNLP-MAIN.251}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/LiXZLZZCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/RaoLWLH021, author = {Yongming Rao and Benlin Liu and Yi Wei and Jiwen Lu and Cho{-}Jui Hsieh and Jie Zhou}, title = {RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {3263--3272}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00327}, doi = {10.1109/ICCV48922.2021.00327}, timestamp = {Fri, 11 Mar 2022 10:01:27 +0100}, biburl = {https://dblp.org/rec/conf/iccv/RaoLWLH021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LiMLYKWH21, author = {Yao Li and Martin Renqiang Min and Thomas C. M. Lee and Wenchao Yu and Erik Kruus and Wei Wang and Cho{-}Jui Hsieh}, title = {Towards Robustness of Deep Neural Networks via Regularization}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {7476--7485}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00740}, doi = {10.1109/ICCV48922.2021.00740}, timestamp = {Fri, 11 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LiMLYKWH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/WangCCTH21, author = {Ruochen Wang and Xiangning Chen and Minhao Cheng and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {{RANK-NOSH:} Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {10357--10366}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.01021}, doi = {10.1109/ICCV48922.2021.01021}, timestamp = {Fri, 11 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/WangCCTH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChenWCTH21, author = {Xiangning Chen and Ruochen Wang and Minhao Cheng and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {DrNAS: Dirichlet Neural Architecture Search}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=9FWas6YbmB3}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChenWCTH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HsiehYLRKKH21, author = {Cheng{-}Yu Hsieh and Chih{-}Kuan Yeh and Xuanqing Liu and Pradeep Kumar Ravikumar and Seungyeon Kim and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {Evaluations and Methods for Explanation through Robustness Analysis}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=4dXmpCDGNp7}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HsiehYLRKKH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WangCCTH21, author = {Ruochen Wang and Minhao Cheng and Xiangning Chen and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {Rethinking Architecture Selection in Differentiable {NAS}}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=PKubaeJkw3}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WangCCTH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/XuZ0WJLH21, author = {Kaidi Xu and Huan Zhang and Shiqi Wang and Yihan Wang and Suman Jana and Xue Lin and Cho{-}Jui Hsieh}, title = {Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=nVZtXBI6LNn}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/XuZ0WJLH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCBH21, author = {Huan Zhang and Hongge Chen and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Robust Reinforcement Learning on State Observations with Learned Optimal Adversary}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=sCZbhBvqQaU}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCBH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Chen0HD21, author = {Pei{-}Hung Chen and Wei Wei and Cho{-}Jui Hsieh and Bo Dai}, editor = {Marina Meila and Tong Zhang}, title = {Overcoming Catastrophic Forgetting by Bayesian Generative Regularization}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {1760--1770}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/chen21v.html}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Chen0HD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChenHLL21, author = {Pin{-}Yu Chen and Cho{-}Jui Hsieh and Bo Li and Sijia Liu}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Third Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2021)}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {4112--4113}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3469455}, doi = {10.1145/3447548.3469455}, timestamp = {Mon, 07 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/ChenHLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DevSDH21, author = {Sunipa Dev and Mehrnoosh Sameki and Jwala Dhamala and Cho{-}Jui Hsieh}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Measures and Best Practices for Responsible {AI}}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {4118}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3469458}, doi = {10.1145/3447548.3469458}, timestamp = {Mon, 16 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DevSDH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ZhangZZCH21, author = {Chong Zhang and Jieyu Zhao and Huan Zhang and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, editor = {Kristina Toutanova and Anna Rumshisky and Luke Zettlemoyer and Dilek Hakkani{-}T{\"{u}}r and Iz Beltagy and Steven Bethard and Ryan Cotterell and Tanmoy Chakraborty and Yichao Zhou}, title = {Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation}, booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2021, Online, June 6-11, 2021}, pages = {3899--3916}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.naacl-main.305}, doi = {10.18653/V1/2021.NAACL-MAIN.305}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/ZhangZZCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RaoZLLZH21, author = {Yongming Rao and Wenliang Zhao and Benlin Liu and Jiwen Lu and Jie Zhou and Cho{-}Jui Hsieh}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {13937--13949}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/747d3443e319a22747fbb873e8b2f9f2-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/RaoZLLZH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuCYHD21, author = {Xuanqing Liu and Wei{-}Cheng Chang and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Label Disentanglement in Partition-based Extreme Multilabel Classification}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {15359--15369}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/81c8727c62e800be708dbf37c4695dff-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiuCYHD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiSLHB21, author = {Yang Li and Si Si and Gang Li and Cho{-}Jui Hsieh and Samy Bengio}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {15816--15829}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/84c2d4860a0fc27bcf854c444fb8b400-Abstract.html}, timestamp = {Sun, 03 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiSLHB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShiWZYH21, author = {Zhouxing Shi and Yihan Wang and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Fast Certified Robust Training with Short Warmup}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {18335--18349}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/988f9153ac4fd966ea302dd9ab9bae15-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ShiWZYH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenYDH21, author = {Patrick H. Chen and Hsiang{-}Fu Yu and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {{DRONE:} Data-aware Low-rank Compression for Large {NLP} Models}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {29321--29334}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/f56de5ef149cf0aedcc8f4797031e229-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChenYDH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangZXLJHK21, author = {Shiqi Wang and Huan Zhang and Kaidi Xu and Xue Lin and Suman Jana and Cho{-}Jui Hsieh and J. Zico Kolter}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {29909--29921}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/fac7fead96dafceaf80c1daffeae82a4-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangZXLJHK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-02483, author = {Rulin Shao and Zhouxing Shi and Jinfeng Yi and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, title = {Robust Text CAPTCHAs Using Adversarial Examples}, journal = {CoRR}, volume = {abs/2101.02483}, year = {2021}, url = {https://arxiv.org/abs/2101.02483}, eprinttype = {arXiv}, eprint = {2101.02483}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-02483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-07069, author = {Seong{-}Eun Moon and Chun{-}Jui Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Jong{-}Seok Lee}, title = {Emotional {EEG} Classification using Connectivity Features and Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/2101.07069}, year = {2021}, url = {https://arxiv.org/abs/2101.07069}, eprinttype = {arXiv}, eprint = {2101.07069}, timestamp = {Fri, 22 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-07069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-08452, author = {Huan Zhang and Hongge Chen and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Robust Reinforcement Learning on State Observations with Learned Optimal Adversary}, journal = {CoRR}, volume = {abs/2101.08452}, year = {2021}, url = {https://arxiv.org/abs/2101.08452}, eprinttype = {arXiv}, eprint = {2101.08452}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-08452.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-01963, author = {Hojung Lee and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Local Critic Training for Model-Parallel Learning of Deep Neural Networks}, journal = {CoRR}, volume = {abs/2102.01963}, year = {2021}, url = {https://arxiv.org/abs/2102.01963}, eprinttype = {arXiv}, eprint = {2102.01963}, timestamp = {Tue, 09 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-01963.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-06624, author = {Shiqi Wang and Huan Zhang and Kaidi Xu and Xue Lin and Suman Jana and Cho{-}Jui Hsieh and J. Zico Kolter}, title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification}, journal = {CoRR}, volume = {abs/2103.06624}, year = {2021}, url = {https://arxiv.org/abs/2103.06624}, eprinttype = {arXiv}, eprint = {2103.06624}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-06624.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-13886, author = {Xiangning Chen and Cihang Xie and Mingxing Tan and Li Zhang and Cho{-}Jui Hsieh and Boqing Gong}, title = {Robust and Accurate Object Detection via Adversarial Learning}, journal = {CoRR}, volume = {abs/2103.13886}, year = {2021}, url = {https://arxiv.org/abs/2103.13886}, eprinttype = {arXiv}, eprint = {2103.13886}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-13886.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-15670, author = {Rulin Shao and Zhouxing Shi and Jinfeng Yi and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, title = {On the Adversarial Robustness of Visual Transformers}, journal = {CoRR}, volume = {abs/2103.15670}, year = {2021}, url = {https://arxiv.org/abs/2103.15670}, eprinttype = {arXiv}, eprint = {2103.15670}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-15670.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-17268, author = {Zhouxing Shi and Yihan Wang and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {Fast Certified Robust Training via Better Initialization and Shorter Warmup}, journal = {CoRR}, volume = {abs/2103.17268}, year = {2021}, url = {https://arxiv.org/abs/2103.17268}, eprinttype = {arXiv}, eprint = {2103.17268}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-17268.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-05232, author = {Chong Zhang and Jieyu Zhao and Huan Zhang and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, title = {Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation}, journal = {CoRR}, volume = {abs/2104.05232}, year = {2021}, url = {https://arxiv.org/abs/2104.05232}, eprinttype = {arXiv}, eprint = {2104.05232}, timestamp = {Wed, 02 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-05232.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-08782, author = {Fan Yin and Zhouxing Shi and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {On the Faithfulness Measurements for Model Interpretations}, journal = {CoRR}, volume = {abs/2104.08782}, year = {2021}, url = {https://arxiv.org/abs/2104.08782}, eprinttype = {arXiv}, eprint = {2104.08782}, timestamp = {Mon, 26 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-08782.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-12727, author = {Yu{-}Chuan Su and Soravit Changpinyo and Xiangning Chen and Sathish Thoppay and Cho{-}Jui Hsieh and Lior Shapira and Radu Soricut and Hartwig Adam and Matthew Brown and Ming{-}Hsuan Yang and Boqing Gong}, title = {2.5D Visual Relationship Detection}, journal = {CoRR}, volume = {abs/2104.12727}, year = {2021}, url = {https://arxiv.org/abs/2104.12727}, eprinttype = {arXiv}, eprint = {2104.12727}, timestamp = {Mon, 03 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-12727.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-15022, author = {Jun{-}Ho Choi and Huan Zhang and Jun{-}Hyuk Kim and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Deep Image Destruction: {A} Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks}, journal = {CoRR}, volume = {abs/2104.15022}, year = {2021}, url = {https://arxiv.org/abs/2104.15022}, eprinttype = {arXiv}, eprint = {2104.15022}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-15022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-08620, author = {Yao Li and Tongyi Tang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Detecting Adversarial Examples with Bayesian Neural Network}, journal = {CoRR}, volume = {abs/2105.08620}, year = {2021}, url = {https://arxiv.org/abs/2105.08620}, eprinttype = {arXiv}, eprint = {2105.08620}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-08620.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-09394, author = {Seungyeon Kim and Daniel Glasner and Srikumar Ramalingam and Cho{-}Jui Hsieh and Kishore Papineni and Sanjiv Kumar}, title = {Balancing Robustness and Sensitivity using Feature Contrastive Learning}, journal = {CoRR}, volume = {abs/2105.09394}, year = {2021}, url = {https://arxiv.org/abs/2105.09394}, eprinttype = {arXiv}, eprint = {2105.09394}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-09394.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-00221, author = {Yong Liu and Xiangning Chen and Minhao Cheng and Cho{-}Jui Hsieh and Yang You}, title = {Concurrent Adversarial Learning for Large-Batch Training}, journal = {CoRR}, volume = {abs/2106.00221}, year = {2021}, url = {https://arxiv.org/abs/2106.00221}, eprinttype = {arXiv}, eprint = {2106.00221}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-00221.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-01548, author = {Xiangning Chen and Cho{-}Jui Hsieh and Boqing Gong}, title = {When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations}, journal = {CoRR}, volume = {abs/2106.01548}, year = {2021}, url = {https://arxiv.org/abs/2106.01548}, eprinttype = {arXiv}, eprint = {2106.01548}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-01548.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-02034, author = {Yongming Rao and Wenliang Zhao and Benlin Liu and Jiwen Lu and Jie Zhou and Cho{-}Jui Hsieh}, title = {DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification}, journal = {CoRR}, volume = {abs/2106.02034}, year = {2021}, url = {https://arxiv.org/abs/2106.02034}, eprinttype = {arXiv}, eprint = {2106.02034}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-02034.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-02795, author = {Yang Li and Si Si and Gang Li and Cho{-}Jui Hsieh and Samy Bengio}, title = {Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding}, journal = {CoRR}, volume = {abs/2106.02795}, year = {2021}, url = {https://arxiv.org/abs/2106.02795}, eprinttype = {arXiv}, eprint = {2106.02795}, timestamp = {Sun, 03 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-02795.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-02978, author = {Qin Ding and Cho{-}Jui Hsieh and James Sharpnack}, title = {Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks}, journal = {CoRR}, volume = {abs/2106.02978}, year = {2021}, url = {https://arxiv.org/abs/2106.02978}, eprinttype = {arXiv}, eprint = {2106.02978}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-02978.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-02979, author = {Qin Ding and Yi{-}Wei Liu and Cho{-}Jui Hsieh and James Sharpnack}, title = {Syndicated Bandits: {A} Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms}, journal = {CoRR}, volume = {abs/2106.02979}, year = {2021}, url = {https://arxiv.org/abs/2106.02979}, eprinttype = {arXiv}, eprint = {2106.02979}, timestamp = {Thu, 26 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-02979.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-12751, author = {Xuanqing Liu and Wei{-}Cheng Chang and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {Label Disentanglement in Partition-based Extreme Multilabel Classification}, journal = {CoRR}, volume = {abs/2106.12751}, year = {2021}, url = {https://arxiv.org/abs/2106.12751}, eprinttype = {arXiv}, eprint = {2106.12751}, timestamp = {Thu, 01 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-12751.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-04392, author = {Ruochen Wang and Minhao Cheng and Xiangning Chen and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {Rethinking Architecture Selection in Differentiable {NAS}}, journal = {CoRR}, volume = {abs/2108.04392}, year = {2021}, url = {https://arxiv.org/abs/2108.04392}, eprinttype = {arXiv}, eprint = {2108.04392}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-04392.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-07794, author = {Yongming Rao and Benlin Liu and Yi Wei and Jiwen Lu and Cho{-}Jui Hsieh and Jie Zhou}, title = {RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection}, journal = {CoRR}, volume = {abs/2108.07794}, year = {2021}, url = {https://arxiv.org/abs/2108.07794}, eprinttype = {arXiv}, eprint = {2108.07794}, timestamp = {Fri, 20 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-07794.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-08019, author = {Ruochen Wang and Xiangning Chen and Minhao Cheng and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {{RANK-NOSH:} Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving}, journal = {CoRR}, volume = {abs/2108.08019}, year = {2021}, url = {https://arxiv.org/abs/2108.08019}, eprinttype = {arXiv}, eprint = {2108.08019}, timestamp = {Mon, 23 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-08019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-12777, author = {Zongyi Li and Jianhan Xu and Jiehang Zeng and Linyang Li and Xiaoqing Zheng and Qi Zhang and Kai{-}Wei Chang and Cho{-}Jui Hsieh}, title = {Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution}, journal = {CoRR}, volume = {abs/2108.12777}, year = {2021}, url = {https://arxiv.org/abs/2108.12777}, eprinttype = {arXiv}, eprint = {2108.12777}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-12777.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-01983, author = {Yunxiao Qin and Yuanhao Xiong and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {Training Meta-Surrogate Model for Transferable Adversarial Attack}, journal = {CoRR}, volume = {abs/2109.01983}, year = {2021}, url = {https://arxiv.org/abs/2109.01983}, eprinttype = {arXiv}, eprint = {2109.01983}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-01983.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-07718, author = {Yunxiao Qin and Yuanhao Xiong and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {Adversarial Attack across Datasets}, journal = {CoRR}, volume = {abs/2110.07718}, year = {2021}, url = {https://arxiv.org/abs/2110.07718}, eprinttype = {arXiv}, eprint = {2110.07718}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-07718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-12072, author = {Rulin Shao and Jinfeng Yi and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, title = {How and When Adversarial Robustness Transfers in Knowledge Distillation?}, journal = {CoRR}, volume = {abs/2110.12072}, year = {2021}, url = {https://arxiv.org/abs/2110.12072}, eprinttype = {arXiv}, eprint = {2110.12072}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-12072.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-00064, author = {Eli Chien and Wei{-}Cheng Chang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Jiong Zhang and Olgica Milenkovic and Inderjit S. Dhillon}, title = {Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction}, journal = {CoRR}, volume = {abs/2111.00064}, year = {2021}, url = {https://arxiv.org/abs/2111.00064}, eprinttype = {arXiv}, eprint = {2111.00064}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-00064.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-01353, author = {Shanda Li and Xiangning Chen and Di He and Cho{-}Jui Hsieh}, title = {Can Vision Transformers Perform Convolution?}, journal = {CoRR}, volume = {abs/2111.01353}, year = {2021}, url = {https://arxiv.org/abs/2111.01353}, eprinttype = {arXiv}, eprint = {2111.01353}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-01353.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-09961, author = {Yao Li and Minhao Cheng and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {A Review of Adversarial Attack and Defense for Classification Methods}, journal = {CoRR}, volume = {abs/2111.09961}, year = {2021}, url = {https://arxiv.org/abs/2111.09961}, eprinttype = {arXiv}, eprint = {2111.09961}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-09961.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-07921, author = {Jaehui Hwang and Huan Zhang and Jun{-}Ho Choi and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Temporal Shuffling for Defending Deep Action Recognition Models against Adversarial Attacks}, journal = {CoRR}, volume = {abs/2112.07921}, year = {2021}, url = {https://arxiv.org/abs/2112.07921}, eprinttype = {arXiv}, eprint = {2112.07921}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-07921.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-08652, author = {Yuanhao Xiong and Wei{-}Cheng Chang and Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Inderjit S. Dhillon}, title = {Extreme Zero-Shot Learning for Extreme Text Classification}, journal = {CoRR}, volume = {abs/2112.08652}, year = {2021}, url = {https://arxiv.org/abs/2112.08652}, eprinttype = {arXiv}, eprint = {2112.08652}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-08652.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/YangCHWJ20, author = {Puyudi Yang and Jianbo Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Michael I. Jordan}, title = {Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {43:1--43:36}, year = {2020}, url = {http://jmlr.org/papers/v21/19-569.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/YangCHWJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/YouHRWHKD20, author = {Yang You and Yuxiong He and Samyam Rajbhandari and Wenhan Wang and Cho{-}Jui Hsieh and Kurt Keutzer and James Demmel}, title = {Fast {LSTM} by dynamic decomposition on cloud and distributed systems}, journal = {Knowl. Inf. Syst.}, volume = {62}, number = {11}, pages = {4169--4197}, year = {2020}, url = {https://doi.org/10.1007/s10115-020-01487-8}, doi = {10.1007/S10115-020-01487-8}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/YouHRWHKD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WangZYHJ20, author = {Lu Wang and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh and Yuan Jiang}, title = {Spanning attack: reinforce black-box attacks with unlabeled data}, journal = {Mach. Learn.}, volume = {109}, number = {12}, pages = {2349--2368}, year = {2020}, url = {https://doi.org/10.1007/s10994-020-05916-1}, doi = {10.1007/S10994-020-05916-1}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WangZYHJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/MoonCHWL20, author = {Seong{-}Eun Moon and Chun{-}Jui Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Jong{-}Seok Lee}, title = {Emotional {EEG} classification using connectivity features and convolutional neural networks}, journal = {Neural Networks}, volume = {132}, pages = {96--107}, year = {2020}, url = {https://doi.org/10.1016/j.neunet.2020.08.009}, doi = {10.1016/J.NEUNET.2020.08.009}, timestamp = {Thu, 29 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/MoonCHWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChengYCZH20, author = {Minhao Cheng and Jinfeng Yi and Pin{-}Yu Chen and Huan Zhang and Cho{-}Jui Hsieh}, title = {Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {3601--3608}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.5767}, doi = {10.1609/AAAI.V34I04.5767}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChengYCZH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangCHWJ20, author = {Puyudi Yang and Jianbo Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Michael I. Jordan}, title = {{ML-LOO:} Detecting Adversarial Examples with Feature Attribution}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {6639--6647}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6140}, doi = {10.1609/AAAI.V34I04.6140}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangCHWJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/Choi0KHL20, author = {Jun{-}Ho Choi and Huan Zhang and Jun{-}Hyuk Kim and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, editor = {Hiroshi Ishikawa and Cheng{-}Lin Liu and Tom{\'{a}}s Pajdla and Jianbo Shi}, title = {Adversarially Robust Deep Image Super-Resolution Using Entropy Regularization}, booktitle = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {12625}, pages = {301--317}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-69538-5\_19}, doi = {10.1007/978-3-030-69538-5\_19}, timestamp = {Tue, 02 Mar 2021 08:39:09 +0100}, biburl = {https://dblp.org/rec/conf/accv/Choi0KHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LiYYHC20, author = {Liunian Harold Li and Mark Yatskar and Da Yin and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {What Does {BERT} with Vision Look At?}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {5265--5275}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.469}, doi = {10.18653/V1/2020.ACL-MAIN.469}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/LiYYHC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZhengZZHCH20, author = {Xiaoqing Zheng and Jiehang Zeng and Yi Zhou and Cho{-}Jui Hsieh and Minhao Cheng and Xuanjing Huang}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {6600--6610}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.590}, doi = {10.18653/V1/2020.ACL-MAIN.590}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZhengZZHCH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/WuYRSH20, author = {Liwei Wu and Hsiang{-}Fu Yu and Nikhil Rao and James Sharpnack and Cho{-}Jui Hsieh}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Graph {DNA:} Deep Neighborhood Aware Graph Encoding for Collaborative Filtering}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {776--787}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/wu20a.html}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/WuYRSH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuXSCKH20, author = {Xuanqing Liu and Tesi Xiao and Si Si and Qin Cao and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {How Does Noise Help Robustness? Explanation and Exploration under the Neural {SDE} Framework}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {279--287}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Liu\_How\_Does\_Noise\_Help\_Robustness\_Explanation\_and\_Exploration\_under\_the\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00036}, timestamp = {Tue, 31 Aug 2021 14:00:04 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiuXSCKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/XiongH20, author = {Yuanhao Xiong and Cho{-}Jui Hsieh}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Improved Adversarial Training via Learned Optimizer}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {VIII}}, series = {Lecture Notes in Computer Science}, volume = {12353}, pages = {85--100}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58598-3\_6}, doi = {10.1007/978-3-030-58598-3\_6}, timestamp = {Tue, 10 Nov 2020 13:42:59 +0100}, biburl = {https://dblp.org/rec/conf/eccv/XiongH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiuRL0H20, author = {Benlin Liu and Yongming Rao and Jiwen Lu and Jie Zhou and Cho{-}Jui Hsieh}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XIV}}, series = {Lecture Notes in Computer Science}, volume = {12359}, pages = {694--709}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58568-6\_41}, doi = {10.1007/978-3-030-58568-6\_41}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LiuRL0H20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChengSCC0H20, author = {Minhao Cheng and Simranjit Singh and Patrick H. Chen and Pin{-}Yu Chen and Sijia Liu and Cho{-}Jui Hsieh}, title = {Sign-OPT: {A} Query-Efficient Hard-label Adversarial Attack}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=SklTQCNtvS}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ChengSCC0H20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RuanXRKH20, author = {Yangjun Ruan and Yuanhao Xiong and Sashank J. Reddi and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {Learning to Learn by Zeroth-Order Oracle}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=ryxz8CVYDH}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RuanXRKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ShiZCHH20, author = {Zhouxing Shi and Huan Zhang and Kai{-}Wei Chang and Minlie Huang and Cho{-}Jui Hsieh}, title = {Robustness Verification for Transformers}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=BJxwPJHFwS}, timestamp = {Fri, 23 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ShiZCHH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YouLRHKBSDKH20, author = {Yang You and Jing Li and Sashank J. Reddi and Jonathan Hseu and Sanjiv Kumar and Srinadh Bhojanapalli and Xiaodan Song and James Demmel and Kurt Keutzer and Cho{-}Jui Hsieh}, title = {Large Batch Optimization for Deep Learning: Training {BERT} in 76 minutes}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=Syx4wnEtvH}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/YouLRHKBSDKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhaiDHZGRH020, author = {Runtian Zhai and Chen Dan and Di He and Huan Zhang and Boqing Gong and Pradeep Ravikumar and Cho{-}Jui Hsieh and Liwei Wang}, title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified Radius}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=rJx1Na4Fwr}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZhaiDHZGRH020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCXGSLBH20, author = {Huan Zhang and Hongge Chen and Chaowei Xiao and Sven Gowal and Robert Stanforth and Bo Li and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Towards Stable and Efficient Training of Verifiably Robust Neural Networks}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=Skxuk1rFwB}, timestamp = {Fri, 04 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCXGSLBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenH20, author = {Xiangning Chen and Cho{-}Jui Hsieh}, title = {Stabilizing Differentiable Architecture Search via Perturbation-based Regularization}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {1554--1565}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/chen20f.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ChenH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuYDH20, author = {Xuanqing Liu and Hsiang{-}Fu Yu and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {Learning to Encode Position for Transformer with Continuous Dynamical Model}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {6327--6335}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/liu20n.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LiuYDH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangZCBH20, author = {Yihan Wang and Huan Zhang and Hongge Chen and Duane S. Boning and Cho{-}Jui Hsieh}, title = {On Lp-norm Robustness of Ensemble Decision Stumps and Trees}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {10104--10114}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/wang20aa.html}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WangZCBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0001CX0LBH20, author = {Huan Zhang and Hongge Chen and Chaowei Xiao and Bo Li and Mingyan Liu and Duane S. Boning and Cho{-}Jui Hsieh}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/f0eb6568ea114ba6e293f903c34d7488-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0001CX0LBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenS0CKBH20, author = {Hongge Chen and Si Si and Yang Li and Ciprian Chelba and Sanjiv Kumar and Duane S. Boning and Cho{-}Jui Hsieh}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Multi-Stage Influence Function}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/95e62984b87e90645a5cf77037395959-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenS0CKBH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/OjhaSHL20, author = {Utkarsh Ojha and Krishna Kumar Singh and Cho{-}Jui Hsieh and Yong Jae Lee}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/d1e39c9bda5c80ac3d8ea9d658163967-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OjhaSHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangLY0H20, author = {Lu Wang and Xuanqing Liu and Jinfeng Yi and Yuan Jiang and Cho{-}Jui Hsieh}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Provably Robust Metric Learning}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/e038453073d221a4f32d0bab94ca7cee-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangLY0H20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XuS0WCHKLH20, author = {Kaidi Xu and Zhouxing Shi and Huan Zhang and Yihan Wang and Kai{-}Wei Chang and Minlie Huang and Bhavya Kailkhura and Xue Lin and Cho{-}Jui Hsieh}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/0cbc5671ae26f67871cb914d81ef8fc1-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XuS0WCHKLH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Zhang0H20, author = {Chong Zhang and Huan Zhang and Cho{-}Jui Hsieh}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {An Efficient Adversarial Attack for Tree Ensembles}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/ba3e9b6a519cfddc560b5d53210df1bd-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Zhang0H20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/WuLHS20, author = {Liwei Wu and Shuqing Li and Cho{-}Jui Hsieh and James Sharpnack}, editor = {Rodrygo L. T. Santos and Leandro Balby Marinho and Elizabeth M. Daly and Li Chen and Kim Falk and Noam Koenigstein and Edleno Silva de Moura}, title = {{SSE-PT:} Sequential Recommendation Via Personalized Transformer}, booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020}, pages = {328--337}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3383313.3412258}, doi = {10.1145/3383313.3412258}, timestamp = {Thu, 24 Sep 2020 10:19:44 +0200}, biburl = {https://dblp.org/rec/conf/recsys/WuLHS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/YaoCKLH20, author = {Quanming Yao and Xiangning Chen and James T. Kwok and Yong Li and Cho{-}Jui Hsieh}, editor = {Yennun Huang and Irwin King and Tie{-}Yan Liu and Maarten van Steen}, title = {Efficient Neural Interaction Function Search for Collaborative Filtering}, booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}, pages = {1660--1670}, publisher = {{ACM} / {IW3C2}}, year = {2020}, url = {https://doi.org/10.1145/3366423.3380237}, doi = {10.1145/3366423.3380237}, timestamp = {Fri, 25 Dec 2020 01:14:58 +0100}, biburl = {https://dblp.org/rec/conf/www/YaoCKLH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/JiangCH020, author = {Jyun{-}Yu Jiang and Patrick H. Chen and Cho{-}Jui Hsieh and Wei Wang}, editor = {Yennun Huang and Irwin King and Tie{-}Yan Liu and Maarten van Steen}, title = {Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems}, booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}, pages = {2177--2187}, publisher = {{ACM} / {IW3C2}}, year = {2020}, url = {https://doi.org/10.1145/3366423.3380283}, doi = {10.1145/3366423.3380283}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/JiangCH020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-02378, author = {Runtian Zhai and Chen Dan and Di He and Huan Zhang and Boqing Gong and Pradeep Ravikumar and Cho{-}Jui Hsieh and Liwei Wang}, title = {{MACER:} Attack-free and Scalable Robust Training via Maximizing Certified Radius}, journal = {CoRR}, volume = {abs/2001.02378}, year = {2020}, url = {http://arxiv.org/abs/2001.02378}, eprinttype = {arXiv}, eprint = {2001.02378}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-02378.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05283, author = {Xiangning Chen and Cho{-}Jui Hsieh}, title = {Stabilizing Differentiable Architecture Search via Perturbation-based Regularization}, journal = {CoRR}, volume = {abs/2002.05283}, year = {2020}, url = {https://arxiv.org/abs/2002.05283}, eprinttype = {arXiv}, eprint = {2002.05283}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05283.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05289, author = {Qin Ding and Cho{-}Jui Hsieh and James Sharpnack}, title = {Multiscale Non-stationary Stochastic Bandits}, journal = {CoRR}, volume = {abs/2002.05289}, year = {2020}, url = {https://arxiv.org/abs/2002.05289}, eprinttype = {arXiv}, eprint = {2002.05289}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05289.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06622, author = {Zhouxing Shi and Huan Zhang and Kai{-}Wei Chang and Minlie Huang and Cho{-}Jui Hsieh}, title = {Robustness Verification for Transformers}, journal = {CoRR}, volume = {abs/2002.06622}, year = {2020}, url = {https://arxiv.org/abs/2002.06622}, eprinttype = {arXiv}, eprint = {2002.06622}, timestamp = {Wed, 06 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06622.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06789, author = {Minhao Cheng and Qi Lei and Pin{-}Yu Chen and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {{CAT:} Customized Adversarial Training for Improved Robustness}, journal = {CoRR}, volume = {abs/2002.06789}, year = {2020}, url = {https://arxiv.org/abs/2002.06789}, eprinttype = {arXiv}, eprint = {2002.06789}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06789.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-12920, author = {Kaidi Xu and Zhouxing Shi and Huan Zhang and Minlie Huang and Kai{-}Wei Chang and Bhavya Kailkhura and Xue Lin and Cho{-}Jui Hsieh}, title = {Automatic Perturbation Analysis on General Computational Graphs}, journal = {CoRR}, volume = {abs/2002.12920}, year = {2020}, url = {https://arxiv.org/abs/2002.12920}, eprinttype = {arXiv}, eprint = {2002.12920}, timestamp = {Wed, 06 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-12920.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-08938, author = {Huan Zhang and Hongge Chen and Chaowei Xiao and Bo Li and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations}, journal = {CoRR}, volume = {abs/2003.08938}, year = {2020}, url = {https://arxiv.org/abs/2003.08938}, eprinttype = {arXiv}, eprint = {2003.08938}, timestamp = {Fri, 04 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-08938.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-09229, author = {Xuanqing Liu and Hsiang{-}Fu Yu and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {Learning to Encode Position for Transformer with Continuous Dynamical Model}, journal = {CoRR}, volume = {abs/2003.09229}, year = {2020}, url = {https://arxiv.org/abs/2003.09229}, eprinttype = {arXiv}, eprint = {2003.09229}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-09229.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12227, author = {Yuanhao Xiong and Cho{-}Jui Hsieh}, title = {Improved Adversarial Training via Learned Optimizer}, journal = {CoRR}, volume = {abs/2004.12227}, year = {2020}, url = {https://arxiv.org/abs/2004.12227}, eprinttype = {arXiv}, eprint = {2004.12227}, timestamp = {Tue, 28 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12227.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-04871, author = {Lu Wang and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh and Yuan Jiang}, title = {Spanning Attack: Reinforce Black-box Attacks with Unlabeled Data}, journal = {CoRR}, volume = {abs/2005.04871}, year = {2020}, url = {https://arxiv.org/abs/2005.04871}, eprinttype = {arXiv}, eprint = {2005.04871}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-04871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-00442, author = {Cheng{-}Yu Hsieh and Chih{-}Kuan Yeh and Xuanqing Liu and Pradeep Ravikumar and Seungyeon Kim and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {Evaluations and Methods for Explanation through Robustness Analysis}, journal = {CoRR}, volume = {abs/2006.00442}, year = {2020}, url = {https://arxiv.org/abs/2006.00442}, eprinttype = {arXiv}, eprint = {2006.00442}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-00442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04012, author = {Qin Ding and Cho{-}Jui Hsieh and James Sharpnack}, title = {An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling}, journal = {CoRR}, volume = {abs/2006.04012}, year = {2020}, url = {https://arxiv.org/abs/2006.04012}, eprinttype = {arXiv}, eprint = {2006.04012}, timestamp = {Fri, 12 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-07024, author = {Lu Wang and Xuanqing Liu and Jinfeng Yi and Yuan Jiang and Cho{-}Jui Hsieh}, title = {Provably Robust Metric Learning}, journal = {CoRR}, volume = {abs/2006.07024}, year = {2020}, url = {https://arxiv.org/abs/2006.07024}, eprinttype = {arXiv}, eprint = {2006.07024}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-07024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-08517, author = {Yang You and Yuhui Wang and Huan Zhang and Zhao Zhang and James Demmel and Cho{-}Jui Hsieh}, title = {The Limit of the Batch Size}, journal = {CoRR}, volume = {abs/2006.08517}, year = {2020}, url = {https://arxiv.org/abs/2006.08517}, eprinttype = {arXiv}, eprint = {2006.08517}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-08517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10355, author = {Xiangning Chen and Ruochen Wang and Minhao Cheng and Xiaocheng Tang and Cho{-}Jui Hsieh}, title = {DrNAS: Dirichlet Neural Architecture Search}, journal = {CoRR}, volume = {abs/2006.10355}, year = {2020}, url = {https://arxiv.org/abs/2006.10355}, eprinttype = {arXiv}, eprint = {2006.10355}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-11627, author = {Yi Zhou and Xiaoqing Zheng and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Xuanjing Huang}, title = {Defense against Adversarial Attacks in {NLP} via Dirichlet Neighborhood Ensemble}, journal = {CoRR}, volume = {abs/2006.11627}, year = {2020}, url = {https://arxiv.org/abs/2006.11627}, eprinttype = {arXiv}, eprint = {2006.11627}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-11627.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-09081, author = {Hongge Chen and Si Si and Yang Li and Ciprian Chelba and Sanjiv Kumar and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Multi-Stage Influence Function}, journal = {CoRR}, volume = {abs/2007.09081}, year = {2020}, url = {https://arxiv.org/abs/2007.09081}, eprinttype = {arXiv}, eprint = {2007.09081}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-09081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-03364, author = {Jiachen Zhong and Xuanqing Liu and Cho{-}Jui Hsieh}, title = {Improving the Speed and Quality of {GAN} by Adversarial Training}, journal = {CoRR}, volume = {abs/2008.03364}, year = {2020}, url = {https://arxiv.org/abs/2008.03364}, eprinttype = {arXiv}, eprint = {2008.03364}, timestamp = {Fri, 14 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-03364.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-08755, author = {Yihan Wang and Huan Zhang and Hongge Chen and Duane S. Boning and Cho{-}Jui Hsieh}, title = {On {\unicode{120001}}\({}_{\mbox{p}}\)-norm Robustness of Ensemble Stumps and Trees}, journal = {CoRR}, volume = {abs/2008.08755}, year = {2020}, url = {https://arxiv.org/abs/2008.08755}, eprinttype = {arXiv}, eprint = {2008.08755}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-08755.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-12094, author = {Benlin Liu and Yongming Rao and Jiwen Lu and Jie Zhou and Cho{-}Jui Hsieh}, title = {MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation}, journal = {CoRR}, volume = {abs/2008.12094}, year = {2020}, url = {https://arxiv.org/abs/2008.12094}, eprinttype = {arXiv}, eprint = {2008.12094}, timestamp = {Fri, 13 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-12094.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-09889, author = {Yuanhao Xiong and Xuanqing Liu and Li{-}Cheng Lan and Yang You and Si Si and Cho{-}Jui Hsieh}, title = {How much progress have we made in neural network training? {A} New Evaluation Protocol for Benchmarking Optimizers}, journal = {CoRR}, volume = {abs/2010.09889}, year = {2020}, url = {https://arxiv.org/abs/2010.09889}, eprinttype = {arXiv}, eprint = {2010.09889}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-09889.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11598, author = {Chong Zhang and Huan Zhang and Cho{-}Jui Hsieh}, title = {An Efficient Adversarial Attack for Tree Ensembles}, journal = {CoRR}, volume = {abs/2010.11598}, year = {2020}, url = {https://arxiv.org/abs/2010.11598}, eprinttype = {arXiv}, eprint = {2010.11598}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11598.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-08558, author = {Liping Yuan and Xiaoqing Zheng and Yi Zhou and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Xuanjing Huang}, title = {Generating universal language adversarial examples by understanding and enhancing the transferability across neural models}, journal = {CoRR}, volume = {abs/2011.08558}, year = {2020}, url = {https://arxiv.org/abs/2011.08558}, eprinttype = {arXiv}, eprint = {2011.08558}, timestamp = {Thu, 13 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-08558.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-13824, author = {Kaidi Xu and Huan Zhang and Shiqi Wang and Yihan Wang and Suman Jana and Xue Lin and Cho{-}Jui Hsieh}, title = {Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers}, journal = {CoRR}, volume = {abs/2011.13824}, year = {2020}, url = {https://arxiv.org/abs/2011.13824}, eprinttype = {arXiv}, eprint = {2011.13824}, timestamp = {Thu, 03 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-13824.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-14031, author = {Devvrit and Minhao Cheng and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {Voting based ensemble improves robustness of defensive models}, journal = {CoRR}, volume = {abs/2011.14031}, year = {2020}, url = {https://arxiv.org/abs/2011.14031}, eprinttype = {arXiv}, eprint = {2011.14031}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-14031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-07910, author = {Li{-}Cheng Lan and Meng{-}Yu Tsai and Ti{-}Rong Wu and I{-}Chen Wu and Cho{-}Jui Hsieh}, title = {Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search}, journal = {CoRR}, volume = {abs/2012.07910}, year = {2020}, url = {https://arxiv.org/abs/2012.07910}, eprinttype = {arXiv}, eprint = {2012.07910}, timestamp = {Thu, 20 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-07910.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-11769, author = {Minhao Cheng and Pin{-}Yu Chen and Sijia Liu and Shiyu Chang and Cho{-}Jui Hsieh and Payel Das}, title = {Self-Progressing Robust Training}, journal = {CoRR}, volume = {abs/2012.11769}, year = {2020}, url = {https://arxiv.org/abs/2012.11769}, eprinttype = {arXiv}, eprint = {2012.11769}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-11769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jpdc/FangFYH19, author = {Jiarui Fang and Haohuan Fu and Guangwen Yang and Cho{-}Jui Hsieh}, title = {RedSync: Reducing synchronization bandwidth for distributed deep learning training system}, journal = {J. Parallel Distributed Comput.}, volume = {133}, pages = {30--39}, year = {2019}, url = {https://doi.org/10.1016/j.jpdc.2019.05.016}, doi = {10.1016/J.JPDC.2019.05.016}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jpdc/FangFYH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tacl/LiCHC19, author = {Liunian Harold Li and Patrick H. Chen and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {Efficient Contextual Representation Learning With Continuous Outputs}, journal = {Trans. Assoc. Comput. Linguistics}, volume = {7}, pages = {611--624}, year = {2019}, url = {https://doi.org/10.1162/tacl\_a\_00289}, doi = {10.1162/TACL\_A\_00289}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tacl/LiCHC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tpds/YouZHDK19, author = {Yang You and Zhao Zhang and Cho{-}Jui Hsieh and James Demmel and Kurt Keutzer}, title = {Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, volume = {30}, number = {11}, pages = {2449--2462}, year = {2019}, url = {https://doi.org/10.1109/TPDS.2019.2913833}, doi = {10.1109/TPDS.2019.2913833}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tpds/YouZHDK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TuTC0ZYHC19, author = {Chun{-}Chen Tu and Pai{-}Shun Ting and Pin{-}Yu Chen and Sijia Liu and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh and Shin{-}Ming Cheng}, title = {AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {742--749}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.3301742}, doi = {10.1609/AAAI.V33I01.3301742}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TuTC0ZYHC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangZH19, author = {Huan Zhang and Pengchuan Zhang and Cho{-}Jui Hsieh}, title = {RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {5757--5764}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33015757}, doi = {10.1609/AAAI.V33I01.33015757}, timestamp = {Tue, 02 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ZhangZH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HsiehCJWHH19, author = {Yu{-}Lun Hsieh and Minhao Cheng and Da{-}Cheng Juan and Wei Wei and Wen{-}Lian Hsu and Cho{-}Jui Hsieh}, editor = {Anna Korhonen and David R. Traum and Llu{\'{\i}}s M{\`{a}}rquez}, title = {On the Robustness of Self-Attentive Models}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, pages = {1520--1529}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/p19-1147}, doi = {10.18653/V1/P19-1147}, timestamp = {Tue, 30 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acl/HsiehCJWHH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/YuHD19, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {2641--2649}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/yu19d.html}, timestamp = {Fri, 07 Jun 2019 09:03:47 +0200}, biburl = {https://dblp.org/rec/conf/aistats/YuHD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/DingYH19, author = {Qin Ding and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {A Fast Sampling Algorithm for Maximum Inner Product Search}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {3004--3012}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/ding19a.html}, timestamp = {Thu, 16 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/DingYH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuH19, author = {Xuanqing Liu and Cho{-}Jui Hsieh}, title = {Rob-GAN: Generator, Discriminator, and Adversarial Attacker}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2019, Long Beach, CA, USA, June 16-20, 2019}, pages = {11234--11243}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2019}, url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Liu\_Rob-GAN\_Generator\_Discriminator\_and\_Adversarial\_Attacker\_CVPR\_2019\_paper.html}, doi = {10.1109/CVPR.2019.01149}, timestamp = {Mon, 30 Aug 2021 17:01:14 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/LiuH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/MaCH19, author = {Yukun Ma and Patrick H. Chen and Cho{-}Jui Hsieh}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {MulCode: {A} Multiplicative Multi-way Model for Compressing Neural Language Model}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {5256--5265}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1529}, doi = {10.18653/V1/D19-1529}, timestamp = {Thu, 07 Apr 2022 09:14:07 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/MaCH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/AlzantotSCZHS19, author = {Moustafa Alzantot and Yash Sharma and Supriyo Chakraborty and Huan Zhang and Cho{-}Jui Hsieh and Mani B. Srivastava}, editor = {Anne Auger and Thomas St{\"{u}}tzle}, title = {GenAttack: practical black-box attacks with gradient-free optimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019}, pages = {1111--1119}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3321707.3321749}, doi = {10.1145/3321707.3321749}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/AlzantotSCZHS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ChoiZKHL19, author = {Jun{-}Ho Choi and Huan Zhang and Jun{-}Hyuk Kim and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Evaluating Robustness of Deep Image Super-Resolution Against Adversarial Attacks}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {303--311}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00039}, doi = {10.1109/ICCV.2019.00039}, timestamp = {Wed, 06 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/ChoiZKHL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/YouHRWHKD19, author = {Yang You and Yuxiong He and Samyam Rajbhandari and Wenhan Wang and Cho{-}Jui Hsieh and Kurt Keutzer and James Demmel}, editor = {Jianyong Wang and Kyuseok Shim and Xindong Wu}, title = {Fast {LSTM} Inference by Dynamic Decomposition on Cloud Systems}, booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019, Beijing, China, November 8-11, 2019}, pages = {748--757}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICDM.2019.00085}, doi = {10.1109/ICDM.2019.00085}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/YouHRWHKD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChenSKLH19, author = {Patrick H. Chen and Si Si and Sanjiv Kumar and Yang Li and Cho{-}Jui Hsieh}, title = {Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=ByeMB3Act7}, timestamp = {Mon, 06 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ChenSKLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChengLCZYH19, author = {Minhao Cheng and Thong Le and Pin{-}Yu Chen and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rJlk6iRqKX}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChengLCZYH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiuLWH19, author = {Xuanqing Liu and Yao Li and Chongruo Wu and Cho{-}Jui Hsieh}, title = {Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rk4Qso0cKm}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiuLWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCSBDH19, author = {Huan Zhang and Hongge Chen and Zhao Song and Duane S. Boning and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {The Limitations of Adversarial Training and the Blind-Spot Attack}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=HylTBhA5tQ}, timestamp = {Wed, 02 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCSBDH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenZBH19, author = {Hongge Chen and Huan Zhang and Duane S. Boning and Cho{-}Jui Hsieh}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Robust Decision Trees Against Adversarial Examples}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {1122--1131}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/chen19m.html}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenZBH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChiangLSLBH19, author = {Wei{-}Lin Chiang and Xuanqing Liu and Si Si and Yang Li and Samy Bengio and Cho{-}Jui Hsieh}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {257--266}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330925}, doi = {10.1145/3292500.3330925}, timestamp = {Tue, 16 Aug 2022 23:04:27 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ChiangLSLBH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ChengWH19, author = {Minhao Cheng and Wei Wei and Cho{-}Jui Hsieh}, editor = {Jill Burstein and Christy Doran and Thamar Solorio}, title = {Evaluating and Enhancing the Robustness of Dialogue Systems: {A} Case Study on a Negotiation Agent}, booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers)}, pages = {3325--3335}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/n19-1336}, doi = {10.18653/V1/N19-1336}, timestamp = {Tue, 30 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/naacl/ChengWH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WuLHS19, author = {Liwei Wu and Shuqing Li and Cho{-}Jui Hsieh and James L. Sharpnack}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {24--34}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/37693cfc748049e45d87b8c7d8b9aacd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WuLHS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuSZ0H19, author = {Xuanqing Liu and Si Si and Jerry Zhu and Yang Li and Cho{-}Jui Hsieh}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {9777--9787}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/5cde6dedeb8892e3794f22db57ada073-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuSZ0H19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SalmanY0HZ19, author = {Hadi Salman and Greg Yang and Huan Zhang and Cho{-}Jui Hsieh and Pengchuan Zhang}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {9832--9842}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/246a3c5544feb054f3ea718f61adfa16-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SalmanY0HZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenZS0BH19, author = {Hongge Chen and Huan Zhang and Si Si and Yang Li and Duane S. Boning and Cho{-}Jui Hsieh}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Robustness Verification of Tree-based Models}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {12317--12328}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/cd9508fdaa5c1390e9cc329001cf1459-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenZS0BH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GaoCLHWL19, author = {Ruiqi Gao and Tianle Cai and Haochuan Li and Cho{-}Jui Hsieh and Liwei Wang and Jason D. Lee}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Convergence of Adversarial Training in Overparametrized Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {13009--13020}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/348a38cd25abeab0e440f37510e9b1fa-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GaoCLHWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/YouHYDKH19, author = {Yang You and Jonathan Hseu and Chris Ying and James Demmel and Kurt Keutzer and Cho{-}Jui Hsieh}, editor = {Michela Taufer and Pavan Balaji and Antonio J. Pe{\~{n}}a}, title = {Large-batch training for {LSTM} and beyond}, booktitle = {Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, {SC} 2019, Denver, Colorado, USA, November 17-19, 2019}, pages = {9:1--9:16}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3295500.3356137}, doi = {10.1145/3295500.3356137}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/YouHYDKH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/FangCHF19, author = {Huang Fang and Minhao Cheng and Cho{-}Jui Hsieh and Michael P. Friedlander}, editor = {Tanya Y. Berger{-}Wolf and Nitesh V. Chawla}, title = {Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization}, booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining, {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019}, pages = {280--288}, publisher = {{SIAM}}, year = {2019}, url = {https://doi.org/10.1137/1.9781611975673.32}, doi = {10.1137/1.9781611975673.32}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/FangCHF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-04684, author = {Huan Zhang and Hongge Chen and Zhao Song and Duane S. Boning and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {The Limitations of Adversarial Training and the Blind-Spot Attack}, journal = {CoRR}, volume = {abs/1901.04684}, year = {2019}, url = {http://arxiv.org/abs/1901.04684}, eprinttype = {arXiv}, eprint = {1901.04684}, timestamp = {Wed, 02 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-04684.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08256, author = {Yang You and Jonathan Hseu and Chris Ying and James Demmel and Kurt Keutzer and Cho{-}Jui Hsieh}, title = {Large-Batch Training for {LSTM} and Beyond}, journal = {CoRR}, volume = {abs/1901.08256}, year = {2019}, url = {http://arxiv.org/abs/1901.08256}, eprinttype = {arXiv}, eprint = {1901.08256}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-08722, author = {Hadi Salman and Greg Yang and Huan Zhang and Cho{-}Jui Hsieh and Pengchuan Zhang}, title = {A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks}, journal = {CoRR}, volume = {abs/1902.08722}, year = {2019}, url = {http://arxiv.org/abs/1902.08722}, eprinttype = {arXiv}, eprint = {1902.08722}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-08722.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10660, author = {Hongge Chen and Huan Zhang and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Robust Decision Trees Against Adversarial Examples}, journal = {CoRR}, volume = {abs/1902.10660}, year = {2019}, url = {http://arxiv.org/abs/1902.10660}, eprinttype = {arXiv}, eprint = {1902.10660}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10660.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11269, author = {Liunian Harold Li and Patrick H. Chen and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {Efficient Contextual Representation Learning Without Softmax Layer}, journal = {CoRR}, volume = {abs/1902.11269}, year = {2019}, url = {http://arxiv.org/abs/1902.11269}, eprinttype = {arXiv}, eprint = {1902.11269}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11269.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-00962, author = {Yang You and Jing Li and Jonathan Hseu and Xiaodan Song and James Demmel and Cho{-}Jui Hsieh}, title = {Reducing {BERT} Pre-Training Time from 3 Days to 76 Minutes}, journal = {CoRR}, volume = {abs/1904.00962}, year = {2019}, url = {http://arxiv.org/abs/1904.00962}, eprinttype = {arXiv}, eprint = {1904.00962}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-00962.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-06097, author = {Jun{-}Ho Choi and Huan Zhang and Jun{-}Hyuk Kim and Cho{-}Jui Hsieh and Jong{-}Seok Lee}, title = {Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks}, journal = {CoRR}, volume = {abs/1904.06097}, year = {2019}, url = {http://arxiv.org/abs/1904.06097}, eprinttype = {arXiv}, eprint = {1904.06097}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-06097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-07953, author = {Wei{-}Lin Chiang and Xuanqing Liu and Si Si and Yang Li and Samy Bengio and Cho{-}Jui Hsieh}, title = {Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/1905.07953}, year = {2019}, url = {http://arxiv.org/abs/1905.07953}, eprinttype = {arXiv}, eprint = {1905.07953}, timestamp = {Thu, 26 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-07953.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-10630, author = {Liwei Wu and Shuqing Li and Cho{-}Jui Hsieh and James Sharpnack}, title = {Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers}, journal = {CoRR}, volume = {abs/1905.10630}, year = {2019}, url = {http://arxiv.org/abs/1905.10630}, eprinttype = {arXiv}, eprint = {1905.10630}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-10630.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12217, author = {Liwei Wu and Hsiang{-}Fu Yu and Nikhil Rao and James Sharpnack and Cho{-}Jui Hsieh}, title = {Graph {DNA:} Deep Neighborhood Aware Graph Encoding for Collaborative Filtering}, journal = {CoRR}, volume = {abs/1905.12217}, year = {2019}, url = {http://arxiv.org/abs/1905.12217}, eprinttype = {arXiv}, eprint = {1905.12217}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12217.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02355, author = {Xuanqing Liu and Tesi Xiao and Si Si and Qin Cao and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {Neural {SDE:} Stabilizing Neural {ODE} Networks with Stochastic Noise}, journal = {CoRR}, volume = {abs/1906.02355}, year = {2019}, url = {http://arxiv.org/abs/1906.02355}, eprinttype = {arXiv}, eprint = {1906.02355}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-03499, author = {Puyudi Yang and Jianbo Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Michael I. Jordan}, title = {{ML-LOO:} Detecting Adversarial Examples with Feature Attribution}, journal = {CoRR}, volume = {abs/1906.03499}, year = {2019}, url = {http://arxiv.org/abs/1906.03499}, eprinttype = {arXiv}, eprint = {1906.03499}, timestamp = {Fri, 14 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-03499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-03849, author = {Hongge Chen and Huan Zhang and Si Si and Yang Li and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Robustness Verification of Tree-based Models}, journal = {CoRR}, volume = {abs/1906.03849}, year = {2019}, url = {http://arxiv.org/abs/1906.03849}, eprinttype = {arXiv}, eprint = {1906.03849}, timestamp = {Mon, 06 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-03849.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-03972, author = {Lu Wang and Xuanqing Liu and Jinfeng Yi and Zhi{-}Hua Zhou and Cho{-}Jui Hsieh}, title = {Evaluating the Robustness of Nearest Neighbor Classifiers: {A} Primal-Dual Perspective}, journal = {CoRR}, volume = {abs/1906.03972}, year = {2019}, url = {http://arxiv.org/abs/1906.03972}, eprinttype = {arXiv}, eprint = {1906.03972}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-03972.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06316, author = {Huan Zhang and Hongge Chen and Chaowei Xiao and Bo Li and Duane S. Boning and Cho{-}Jui Hsieh}, title = {Towards Stable and Efficient Training of Verifiably Robust Neural Networks}, journal = {CoRR}, volume = {abs/1906.06316}, year = {2019}, url = {http://arxiv.org/abs/1906.06316}, eprinttype = {arXiv}, eprint = {1906.06316}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06316.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-07916, author = {Ruiqi Gao and Tianle Cai and Haochuan Li and Liwei Wang and Cho{-}Jui Hsieh and Jason D. Lee}, title = {Convergence of Adversarial Training in Overparametrized Networks}, journal = {CoRR}, volume = {abs/1906.07916}, year = {2019}, url = {http://arxiv.org/abs/1906.07916}, eprinttype = {arXiv}, eprint = {1906.07916}, timestamp = {Wed, 06 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07916.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-03557, author = {Liunian Harold Li and Mark Yatskar and Da Yin and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {VisualBERT: {A} Simple and Performant Baseline for Vision and Language}, journal = {CoRR}, volume = {abs/1908.03557}, year = {2019}, url = {http://arxiv.org/abs/1908.03557}, eprinttype = {arXiv}, eprint = {1908.03557}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-03557.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-05435, author = {Liwei Wu and Shuqing Li and Cho{-}Jui Hsieh and James Sharpnack}, title = {Temporal Collaborative Ranking Via Personalized Transformer}, journal = {CoRR}, volume = {abs/1908.05435}, year = {2019}, url = {http://arxiv.org/abs/1908.05435}, eprinttype = {arXiv}, eprint = {1908.05435}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-05435.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-04495, author = {Yu{-}Lun Hsieh and Minhao Cheng and Da{-}Cheng Juan and Wei Wei and Wen{-}Lian Hsu and Cho{-}Jui Hsieh}, title = {Natural Adversarial Sentence Generation with Gradient-based Perturbation}, journal = {CoRR}, volume = {abs/1909.04495}, year = {2019}, url = {http://arxiv.org/abs/1909.04495}, eprinttype = {arXiv}, eprint = {1909.04495}, timestamp = {Tue, 30 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-04495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-10773, author = {Minhao Cheng and Simranjit Singh and Patrick H. Chen and Pin{-}Yu Chen and Sijia Liu and Cho{-}Jui Hsieh}, title = {Sign-OPT: {A} Query-Efficient Hard-label Adversarial Attack}, journal = {CoRR}, volume = {abs/1909.10773}, year = {2019}, url = {http://arxiv.org/abs/1909.10773}, eprinttype = {arXiv}, eprint = {1909.10773}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-10773.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01112, author = {Utkarsh Ojha and Krishna Kumar Singh and Cho{-}Jui Hsieh and Yong Jae Lee}, title = {Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data}, journal = {CoRR}, volume = {abs/1910.01112}, year = {2019}, url = {http://arxiv.org/abs/1910.01112}, eprinttype = {arXiv}, eprint = {1910.01112}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01112.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-09464, author = {Yangjun Ruan and Yuanhao Xiong and Sashank J. Reddi and Sanjiv Kumar and Cho{-}Jui Hsieh}, title = {Learning to Learn by Zeroth-Order Oracle}, journal = {CoRR}, volume = {abs/1910.09464}, year = {2019}, url = {http://arxiv.org/abs/1910.09464}, eprinttype = {arXiv}, eprint = {1910.09464}, timestamp = {Tue, 22 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-09464.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-14147, author = {Xuanqing Liu and Si Si and Xiaojin Zhu and Yang Li and Cho{-}Jui Hsieh}, title = {A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning}, journal = {CoRR}, volume = {abs/1910.14147}, year = {2019}, url = {http://arxiv.org/abs/1910.14147}, eprinttype = {arXiv}, eprint = {1910.14147}, timestamp = {Wed, 06 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-14147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-14655, author = {Huan Zhang and Minhao Cheng and Cho{-}Jui Hsieh}, title = {Enhancing Certifiable Robustness via a Deep Model Ensemble}, journal = {CoRR}, volume = {abs/1910.14655}, year = {2019}, url = {http://arxiv.org/abs/1910.14655}, eprinttype = {arXiv}, eprint = {1910.14655}, timestamp = {Mon, 04 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-14655.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-04429, author = {Xiaoyun Wang and Xuanqing Liu and Cho{-}Jui Hsieh}, title = {GraphDefense: Towards Robust Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/1911.04429}, year = {2019}, url = {http://arxiv.org/abs/1911.04429}, eprinttype = {arXiv}, eprint = {1911.04429}, timestamp = {Mon, 02 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-04429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-01238, author = {Patrick H. Chen and Wei Wei and Cho{-}Jui Hsieh and Bo Dai}, title = {Overcoming Catastrophic Forgetting by Generative Regularization}, journal = {CoRR}, volume = {abs/1912.01238}, year = {2019}, url = {http://arxiv.org/abs/1912.01238}, eprinttype = {arXiv}, eprint = {1912.01238}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-01238.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ChiangDH18, author = {Kai{-}Yang Chiang and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, title = {Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations}, journal = {J. Mach. Learn. Res.}, volume = {19}, pages = {76:1--76:35}, year = {2018}, url = {http://jmlr.org/papers/v19/17-112.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChiangDH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChenSZYH18, author = {Pin{-}Yu Chen and Yash Sharma and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {{EAD:} Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {10--17}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11302}, doi = {10.1609/AAAI.V32I1.11302}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChenSZYH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HsiehYCZC18, author = {Hongge Chen and Huan Zhang and Pin{-}Yu Chen and Jinfeng Yi and Cho{-}Jui Hsieh}, editor = {Iryna Gurevych and Yusuke Miyao}, title = {Attacking Visual Language Grounding with Adversarial Examples: {A} Case Study on Neural Image Captioning}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers}, pages = {2587--2597}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/P18-1241/}, doi = {10.18653/V1/P18-1241}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/HsiehYCZC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiuCZH18, author = {Xuanqing Liu and Minhao Cheng and Huan Zhang and Cho{-}Jui Hsieh}, editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss}, title = {Towards Robust Neural Networks via Random Self-ensemble}, booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {11211}, pages = {381--397}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01234-2\_23}, doi = {10.1007/978-3-030-01234-2\_23}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LiuCZH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globalsip/WengZCLHD18, author = {Tsui{-}Wei Weng and Huan Zhang and Pin{-}Yu Chen and Aur{\'{e}}lie C. Lozano and Cho{-}Jui Hsieh and Luca Daniel}, title = {On Extensions of Clever: {A} Neural Network Robustness Evaluation Algorithm}, booktitle = {2018 {IEEE} Global Conference on Signal and Information Processing, GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018}, pages = {1159--1163}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/GlobalSIP.2018.8646356}, doi = {10.1109/GLOBALSIP.2018.8646356}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globalsip/WengZCLHD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WengZCYSGHD18, author = {Tsui{-}Wei Weng and Huan Zhang and Pin{-}Yu Chen and Jinfeng Yi and Dong Su and Yupeng Gao and Cho{-}Jui Hsieh and Luca Daniel}, title = {Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=BkUHlMZ0b}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WengZCYSGHD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChengDH18, author = {Minhao Cheng and Ian Davidson and Cho{-}Jui Hsieh}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Extreme Learning to Rank via Low Rank Assumption}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {950--959}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/cheng18a.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChengDH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuH18, author = {Xuanqing Liu and Cho{-}Jui Hsieh}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Fast Variance Reduction Method with Stochastic Batch Size}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {3185--3194}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/liu18f.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiuH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WengZCSHDBD18, author = {Tsui{-}Wei Weng and Huan Zhang and Hongge Chen and Zhao Song and Cho{-}Jui Hsieh and Luca Daniel and Duane S. Boning and Inderjit S. Dhillon}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Towards Fast Computation of Certified Robustness for ReLU Networks}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {5273--5282}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/weng18a.html}, timestamp = {Wed, 02 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WengZCSHDBD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WuHS18, author = {Liwei Wu and Cho{-}Jui Hsieh and James Sharpnack}, editor = {Jennifer G. Dy and Andreas Krause}, title = {SQL-Rank: {A} Listwise Approach to Collaborative Ranking}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {5311--5320}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/wu18c.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WuHS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpp/YouZHDK18, author = {Yang You and Zhao Zhang and Cho{-}Jui Hsieh and James Demmel and Kurt Keutzer}, title = {ImageNet Training in Minutes}, booktitle = {Proceedings of the 47th International Conference on Parallel Processing, {ICPP} 2018, Eugene, OR, USA, August 13-16, 2018}, pages = {1:1--1:10}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3225058.3225069}, doi = {10.1145/3225058.3225069}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpp/YouZHDK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ics/YouDHV18, author = {Yang You and James Demmel and Cho{-}Jui Hsieh and Richard W. Vuduc}, title = {Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems}, booktitle = {Proceedings of the 32nd International Conference on Supercomputing, {ICS} 2018, Beijing, China, June 12-15, 2018}, pages = {307--317}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3205289.3205290}, doi = {10.1145/3205289.3205290}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ics/YouDHV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ChengH18, author = {Minhao Cheng and Cho{-}Jui Hsieh}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Distributed Primal-Dual Optimization for Non-uniformly Distributed Data}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {2028--2034}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/280}, doi = {10.24963/IJCAI.2018/280}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ChengH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/milcom/WangLLHWC18, author = {Xiaoyun Wang and Chun{-}Ming Lai and Yu{-}Cheng Lin and Cho{-}Jui Hsieh and Shyhtsun Felix Wu and Hasan Cam}, title = {Multiple Accounts Detection on Facebook Using Semi-Supervised Learning on Graphs}, booktitle = {2018 {IEEE} Military Communications Conference, {MILCOM} 2018, Los Angeles, CA, USA, October 29-31, 2018}, pages = {1--9}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/MILCOM.2018.8599718}, doi = {10.1109/MILCOM.2018.8599718}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/milcom/WangLLHWC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/JiangYHC18, author = {Chao Jiang and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, editor = {Marilyn A. Walker and Heng Ji and Amanda Stent}, title = {Learning Word Embeddings for Low-Resource Languages by {PU} Learning}, booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)}, pages = {1024--1034}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/n18-1093}, doi = {10.18653/V1/N18-1093}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/JiangYHC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangWCHD18, author = {Huan Zhang and Tsui{-}Wei Weng and Pin{-}Yu Chen and Cho{-}Jui Hsieh and Luca Daniel}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Efficient Neural Network Robustness Certification with General Activation Functions}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {4944--4953}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/d04863f100d59b3eb688a11f95b0ae60-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhangWCHD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiCFHH18, author = {Yao Li and Minhao Cheng and Kevin Fujii and Fushing Hsieh and Cho{-}Jui Hsieh}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Learning from Group Comparisons: Exploiting Higher Order Interactions}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {4986--4995}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/8208974663db80265e9bfe7b222dcb18-Abstract.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiCFHH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenSLCH18, author = {Patrick H. Chen and Si Si and Yang Li and Ciprian Chelba and Cho{-}Jui Hsieh}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {11011--11021}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/a2b8a85a29b2d64ad6f47275bf1360c6-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenSLCH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangH018, author = {Jun Wang and Cho{-}Jui Hsieh and Daming Shi}, editor = {Martin Ester and Dino Pedreschi}, title = {{NLRR++:} Scalable Subspace Clustering via Non-Convex Block Coordinate Descent}, booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining, {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, {USA}}, pages = {28--36}, publisher = {{SIAM}}, year = {2018}, url = {https://doi.org/10.1137/1.9781611975321.4}, doi = {10.1137/1.9781611975321.4}, timestamp = {Sun, 13 May 2018 11:47:13 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangH018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-09838, author = {Xiaoyun Wang and Chun{-}Ming Lai and Yunfeng Hong and Cho{-}Jui Hsieh and Shyhtsun Felix Wu}, title = {Multiple Accounts Detection on Facebook Using Semi-Supervised Learning on Graphs}, journal = {CoRR}, volume = {abs/1801.09838}, year = {2018}, url = {http://arxiv.org/abs/1801.09838}, eprinttype = {arXiv}, eprint = {1801.09838}, timestamp = {Mon, 25 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-09838.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-10578, author = {Tsui{-}Wei Weng and Huan Zhang and Pin{-}Yu Chen and Jinfeng Yi and Dong Su and Yupeng Gao and Cho{-}Jui Hsieh and Luca Daniel}, title = {Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach}, journal = {CoRR}, volume = {abs/1801.10578}, year = {2018}, url = {http://arxiv.org/abs/1801.10578}, eprinttype = {arXiv}, eprint = {1801.10578}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-10578.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-00114, author = {Liwei Wu and Cho{-}Jui Hsieh and James Sharpnack}, title = {SQL-Rank: {A} Listwise Approach to Collaborative Ranking}, journal = {CoRR}, volume = {abs/1803.00114}, year = {2018}, url = {http://arxiv.org/abs/1803.00114}, eprinttype = {arXiv}, eprint = {1803.00114}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-00114.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-01128, author = {Minhao Cheng and Jinfeng Yi and Huan Zhang and Pin{-}Yu Chen and Cho{-}Jui Hsieh}, title = {Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples}, journal = {CoRR}, volume = {abs/1803.01128}, year = {2018}, url = {http://arxiv.org/abs/1803.01128}, eprinttype = {arXiv}, eprint = {1803.01128}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-01128.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-09699, author = {Tsui{-}Wei Weng and Huan Zhang and Hongge Chen and Zhao Song and Cho{-}Jui Hsieh and Duane S. Boning and Inderjit S. Dhillon and Luca Daniel}, title = {Towards Fast Computation of Certified Robustness for ReLU Networks}, journal = {CoRR}, volume = {abs/1804.09699}, year = {2018}, url = {http://arxiv.org/abs/1804.09699}, eprinttype = {arXiv}, eprint = {1804.09699}, timestamp = {Wed, 02 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-09699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-00569, author = {Yang You and James Demmel and Cho{-}Jui Hsieh and Richard W. Vuduc}, title = {Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems}, journal = {CoRR}, volume = {abs/1805.00569}, year = {2018}, url = {http://arxiv.org/abs/1805.00569}, eprinttype = {arXiv}, eprint = {1805.00569}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-00569.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-03366, author = {Chao Jiang and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Kai{-}Wei Chang}, title = {LearningWord Embeddings for Low-resource Languages by {PU} Learning}, journal = {CoRR}, volume = {abs/1805.03366}, year = {2018}, url = {http://arxiv.org/abs/1805.03366}, eprinttype = {arXiv}, eprint = {1805.03366}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-03366.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11770, author = {Chun{-}Chen Tu and Pai{-}Shun Ting and Pin{-}Yu Chen and Sijia Liu and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh and Shin{-}Ming Cheng}, title = {AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks}, journal = {CoRR}, volume = {abs/1805.11770}, year = {2018}, url = {http://arxiv.org/abs/1805.11770}, eprinttype = {arXiv}, eprint = {1805.11770}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11811, author = {Liu Liu and Minhao Cheng and Cho{-}Jui Hsieh and Dacheng Tao}, title = {Stochastic Zeroth-order Optimization via Variance Reduction method}, journal = {CoRR}, volume = {abs/1805.11811}, year = {2018}, url = {http://arxiv.org/abs/1805.11811}, eprinttype = {arXiv}, eprint = {1805.11811}, timestamp = {Mon, 21 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11811.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-12316, author = {Puyudi Yang and Jianbo Chen and Cho{-}Jui Hsieh and Jane{-}Ling Wang and Michael I. Jordan}, title = {Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data}, journal = {CoRR}, volume = {abs/1805.12316}, year = {2018}, url = {http://arxiv.org/abs/1805.12316}, eprinttype = {arXiv}, eprint = {1805.12316}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-12316.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06950, author = {Patrick H. Chen and Si Si and Yang Li and Ciprian Chelba and Cho{-}Jui Hsieh}, title = {GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking}, journal = {CoRR}, volume = {abs/1806.06950}, year = {2018}, url = {http://arxiv.org/abs/1806.06950}, eprinttype = {arXiv}, eprint = {1806.06950}, timestamp = {Mon, 06 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-04457, author = {Minhao Cheng and Thong Le and Pin{-}Yu Chen and Jinfeng Yi and Huan Zhang and Cho{-}Jui Hsieh}, title = {Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach}, journal = {CoRR}, volume = {abs/1807.04457}, year = {2018}, url = {http://arxiv.org/abs/1807.04457}, eprinttype = {arXiv}, eprint = {1807.04457}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-04457.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-10454, author = {Xuanqing Liu and Cho{-}Jui Hsieh}, title = {From Adversarial Training to Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/1807.10454}, year = {2018}, url = {http://arxiv.org/abs/1807.10454}, eprinttype = {arXiv}, eprint = {1807.10454}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-10454.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-02169, author = {Xuanqing Liu and Cho{-}Jui Hsieh}, title = {Fast Variance Reduction Method with Stochastic Batch Size}, journal = {CoRR}, volume = {abs/1808.02169}, year = {2018}, url = {http://arxiv.org/abs/1808.02169}, eprinttype = {arXiv}, eprint = {1808.02169}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-02169.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-02505, author = {Liu Liu and Ji Liu and Cho{-}Jui Hsieh and Dacheng Tao}, title = {Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem}, journal = {CoRR}, volume = {abs/1809.02505}, year = {2018}, url = {http://arxiv.org/abs/1809.02505}, eprinttype = {arXiv}, eprint = {1809.02505}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-02505.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-09853, author = {Liu Liu and Xuanqing Liu and Cho{-}Jui Hsieh and Dacheng Tao}, title = {Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient}, journal = {CoRR}, volume = {abs/1809.09853}, year = {2018}, url = {http://arxiv.org/abs/1809.09853}, eprinttype = {arXiv}, eprint = {1809.09853}, timestamp = {Mon, 21 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-09853.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-01279, author = {Xuanqing Liu and Yao Li and Chongruo Wu and Cho{-}Jui Hsieh}, title = {Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network}, journal = {CoRR}, volume = {abs/1810.01279}, year = {2018}, url = {http://arxiv.org/abs/1810.01279}, eprinttype = {arXiv}, eprint = {1810.01279}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-01279.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-08640, author = {Tsui{-}Wei Weng and Huan Zhang and Pin{-}Yu Chen and Aur{\'{e}}lie C. Lozano and Cho{-}Jui Hsieh and Luca Daniel}, title = {On Extensions of {CLEVER:} {A} Neural Network Robustness Evaluation Algorithm}, journal = {CoRR}, volume = {abs/1810.08640}, year = {2018}, url = {http://arxiv.org/abs/1810.08640}, eprinttype = {arXiv}, eprint = {1810.08640}, timestamp = {Fri, 29 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-08640.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-10751, author = {Xiaoyun Wang and Joe Eaton and Cho{-}Jui Hsieh and Shyhtsun Felix Wu}, title = {Attack Graph Convolutional Networks by Adding Fake Nodes}, journal = {CoRR}, volume = {abs/1810.10751}, year = {2018}, url = {http://arxiv.org/abs/1810.10751}, eprinttype = {arXiv}, eprint = {1810.10751}, timestamp = {Mon, 25 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-10751.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-11783, author = {Huan Zhang and Pengchuan Zhang and Cho{-}Jui Hsieh}, title = {RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications}, journal = {CoRR}, volume = {abs/1810.11783}, year = {2018}, url = {http://arxiv.org/abs/1810.11783}, eprinttype = {arXiv}, eprint = {1810.11783}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-11783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-12406, author = {Patrick H. Chen and Si Si and Sanjiv Kumar and Yang Li and Cho{-}Jui Hsieh}, title = {Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks}, journal = {CoRR}, volume = {abs/1810.12406}, year = {2018}, url = {http://arxiv.org/abs/1810.12406}, eprinttype = {arXiv}, eprint = {1810.12406}, timestamp = {Mon, 06 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-12406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-00866, author = {Huan Zhang and Tsui{-}Wei Weng and Pin{-}Yu Chen and Cho{-}Jui Hsieh and Luca Daniel}, title = {Efficient Neural Network Robustness Certification with General Activation Functions}, journal = {CoRR}, volume = {abs/1811.00866}, year = {2018}, url = {http://arxiv.org/abs/1811.00866}, eprinttype = {arXiv}, eprint = {1811.00866}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-00866.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-01305, author = {Yuefeng Liang and Cho{-}Jui Hsieh and Thomas C. M. Lee}, title = {Block-wise Partitioning for Extreme Multi-label Classification}, journal = {CoRR}, volume = {abs/1811.01305}, year = {2018}, url = {http://arxiv.org/abs/1811.01305}, eprinttype = {arXiv}, eprint = {1811.01305}, timestamp = {Thu, 22 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-01305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-07950, author = {Yao Li and Martin Renqiang Min and Wenchao Yu and Cho{-}Jui Hsieh and Thomas C. M. Lee and Erik Kruus}, title = {Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding}, journal = {CoRR}, volume = {abs/1811.07950}, year = {2018}, url = {http://arxiv.org/abs/1811.07950}, eprinttype = {arXiv}, eprint = {1811.07950}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-07950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/SiHD17, author = {Si Si and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {Memory Efficient Kernel Approximation}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {20:1--20:32}, year = {2017}, url = {http://jmlr.org/papers/v18/15-025.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/SiHD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ChiangHD17, author = {Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Aarti Singh and Xiaojin (Jerry) Zhu}, title = {Rank Aggregation and Prediction with Item Features}, booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale, FL, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {54}, pages = {748--756}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v54/chiang17a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ChiangHD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/ChenZSYH17, author = {Pin{-}Yu Chen and Huan Zhang and Yash Sharma and Jinfeng Yi and Cho{-}Jui Hsieh}, editor = {Bhavani Thuraisingham and Battista Biggio and David Mandell Freeman and Brad Miller and Arunesh Sinha}, title = {{ZOO:} Zeroth Order Optimization Based Black-box Attacks to Deep Neural Networks without Training Substitute Models}, booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017}, pages = {15--26}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3128572.3140448}, doi = {10.1145/3128572.3140448}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/ChenZSYH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/FangCH17, author = {Huang Fang and Minhao Cheng and Cho{-}Jui Hsieh}, editor = {Vijay Raghavan and Srinivas Aluru and George Karypis and Lucio Miele and Xindong Wu}, title = {A Hyperplane-Based Algorithm for Semi-Supervised Dimension Reduction}, booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017, New Orleans, LA, USA, November 18-21, 2017}, pages = {101--110}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICDM.2017.19}, doi = {10.1109/ICDM.2017.19}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/FangCH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SiZKMDH17, author = {Si Si and Huan Zhang and S. Sathiya Keerthi and Dhruv Mahajan and Inderjit S. Dhillon and Cho{-}Jui Hsieh}, editor = {Doina Precup and Yee Whye Teh}, title = {Gradient Boosted Decision Trees for High Dimensional Sparse Output}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {3182--3190}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/si17a.html}, timestamp = {Mon, 28 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SiZKMDH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/FujiiHH17, author = {Kevin Fujii and Fushing Hsieh and Cho{-}Jui Hsieh}, editor = {Xuewen Chen and Bo Luo and Feng Luo and Vasile Palade and M. Arif Wani}, title = {Computable Expert Knowledge in Computer Games}, booktitle = {16th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2017, Cancun, Mexico, December 18-21, 2017}, pages = {749--754}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICMLA.2017.00-69}, doi = {10.1109/ICMLA.2017.00-69}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/icmla/FujiiHH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/FangZSH17, author = {Huang Fang and Zhen Zhang and Yiqun Shao and Cho{-}Jui Hsieh}, editor = {Carles Sierra}, title = {Improved Bounded Matrix Completion for Large-Scale Recommender Systems}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1654--1660}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/229}, doi = {10.24963/IJCAI.2017/229}, timestamp = {Tue, 20 Aug 2019 16:16:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/FangZSH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HsiehSD17, author = {Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, title = {Communication-Efficient Distributed Block Minimization for Nonlinear Kernel Machines}, booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}, pages = {245--254}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3097983.3098080}, doi = {10.1145/3097983.3098080}, timestamp = {Fri, 25 Dec 2020 01:14:16 +0100}, biburl = {https://dblp.org/rec/conf/kdd/HsiehSD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WuHS17, author = {Liwei Wu and Cho{-}Jui Hsieh and James Sharpnack}, title = {Large-scale Collaborative Ranking in Near-Linear Time}, booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017}, pages = {515--524}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3097983.3098071}, doi = {10.1145/3097983.3098071}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/WuHS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YiHV0L17, author = {Jinfeng Yi and Cho{-}Jui Hsieh and Kush R. Varshney and Lijun Zhang and Yao Li}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Scalable Demand-Aware Recommendation}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {2412--2421}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/9aa42b31882ec039965f3c4923ce901b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/YiHV0L17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LianZZHZL17, author = {Xiangru Lian and Ce Zhang and Huan Zhang and Cho{-}Jui Hsieh and Wei Zhang and Ji Liu}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Can Decentralized Algorithms Outperform Centralized Algorithms? {A} Case Study for Decentralized Parallel Stochastic Gradient Descent}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5330--5340}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/f75526659f31040afeb61cb7133e4e6d-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LianZZHZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YuHLD17, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Qi Lei and Inderjit S. Dhillon}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {A Greedy Approach for Budgeted Maximum Inner Product Search}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5453--5462}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/39d352b0395ba768e18f042c6e2a8621-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YuHLD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YiHV0L17, author = {Jinfeng Yi and Cho{-}Jui Hsieh and Kush R. Varshney and Lijun Zhang and Yao Li}, title = {Positive-Unlabeled Demand-Aware Recommendation}, journal = {CoRR}, volume = {abs/1702.06347}, year = {2017}, url = {http://arxiv.org/abs/1702.06347}, eprinttype = {arXiv}, eprint = {1702.06347}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YiHV0L17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LianZZHZL17, author = {Xiangru Lian and Ce Zhang and Huan Zhang and Cho{-}Jui Hsieh and Wei Zhang and Ji Liu}, title = {Can Decentralized Algorithms Outperform Centralized Algorithms? {A} Case Study for Decentralized Parallel Stochastic Gradient Descent}, journal = {CoRR}, volume = {abs/1705.09056}, year = {2017}, url = {http://arxiv.org/abs/1705.09056}, eprinttype = {arXiv}, eprint = {1705.09056}, timestamp = {Tue, 12 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LianZZHZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangSH17, author = {Huan Zhang and Si Si and Cho{-}Jui Hsieh}, title = {GPU-acceleration for Large-scale Tree Boosting}, journal = {CoRR}, volume = {abs/1706.08359}, year = {2017}, url = {http://arxiv.org/abs/1706.08359}, eprinttype = {arXiv}, eprint = {1706.08359}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangSH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-03999, author = {Pin{-}Yu Chen and Huan Zhang and Yash Sharma and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {{ZOO:} Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models}, journal = {CoRR}, volume = {abs/1708.03999}, year = {2017}, url = {http://arxiv.org/abs/1708.03999}, eprinttype = {arXiv}, eprint = {1708.03999}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-03999.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-08552, author = {Xuanqing Liu and Cho{-}Jui Hsieh and Jason D. Lee and Yuekai Sun}, title = {An inexact subsampled proximal Newton-type method for large-scale machine learning}, journal = {CoRR}, volume = {abs/1708.08552}, year = {2017}, url = {http://arxiv.org/abs/1708.08552}, eprinttype = {arXiv}, eprint = {1708.08552}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-08552.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-04114, author = {Pin{-}Yu Chen and Yash Sharma and Huan Zhang and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {{EAD:} Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples}, journal = {CoRR}, volume = {abs/1709.04114}, year = {2017}, url = {http://arxiv.org/abs/1709.04114}, eprinttype = {arXiv}, eprint = {1709.04114}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-04114.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-05011, author = {Yang You and Zhao Zhang and Cho{-}Jui Hsieh and James Demmel}, title = {100-epoch ImageNet Training with AlexNet in 24 Minutes}, journal = {CoRR}, volume = {abs/1709.05011}, year = {2017}, url = {http://arxiv.org/abs/1709.05011}, eprinttype = {arXiv}, eprint = {1709.05011}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-05011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-00673, author = {Xuanqing Liu and Minhao Cheng and Huan Zhang and Cho{-}Jui Hsieh}, title = {Towards Robust Neural Networks via Random Self-ensemble}, journal = {CoRR}, volume = {abs/1712.00673}, year = {2017}, url = {http://arxiv.org/abs/1712.00673}, eprinttype = {arXiv}, eprint = {1712.00673}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-00673.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-02051, author = {Hongge Chen and Huan Zhang and Pin{-}Yu Chen and Jinfeng Yi and Cho{-}Jui Hsieh}, title = {Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning}, journal = {CoRR}, volume = {abs/1712.02051}, year = {2017}, url = {http://arxiv.org/abs/1712.02051}, eprinttype = {arXiv}, eprint = {1712.02051}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-02051.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/computer/YuHYVD16, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Hyokun Yun and S. V. N. Vishwanathan and Inderjit S. Dhillon}, title = {Nomadic Computing for Big Data Analytics}, journal = {Computer}, volume = {49}, number = {4}, pages = {52--60}, year = {2016}, url = {https://doi.org/10.1109/MC.2016.116}, doi = {10.1109/MC.2016.116}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/computer/YuHYVD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fams/HsiehFH16, author = {Fushing Hsieh and Kevin Fujii and Cho{-}Jui Hsieh}, title = {Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial Optimization Problems}, journal = {Frontiers Appl. Math. Stat.}, volume = {2}, pages = {20}, year = {2016}, url = {https://doi.org/10.3389/fams.2016.00020}, doi = {10.3389/FAMS.2016.00020}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fams/HsiehFH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhangH16, author = {Huan Zhang and Cho{-}Jui Hsieh}, editor = {Francesco Bonchi and Josep Domingo{-}Ferrer and Ricardo Baeza{-}Yates and Zhi{-}Hua Zhou and Xindong Wu}, title = {Fixing the Convergence Problems in Parallel Asynchronous Dual Coordinate Descent}, booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016, December 12-15, 2016, Barcelona, Spain}, pages = {619--628}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDM.2016.0073}, doi = {10.1109/ICDM.2016.0073}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhangH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhangHA16, author = {Huan Zhang and Cho{-}Jui Hsieh and Venkatesh Akella}, editor = {Francesco Bonchi and Josep Domingo{-}Ferrer and Ricardo Baeza{-}Yates and Zhi{-}Hua Zhou and Xindong Wu}, title = {HogWild++: {A} New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent}, booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016, December 12-15, 2016, Barcelona, Spain}, pages = {629--638}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDM.2016.0074}, doi = {10.1109/ICDM.2016.0074}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhangHA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChiangHD16, author = {Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Robust Principal Component Analysis with Side Information}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {2291--2299}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/chiang16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChiangHD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SiHD16, author = {Si Si and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Computationally Efficient Nystr{\"{o}}m Approximation using Fast Transforms}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {2655--2663}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/si16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SiHD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/SiCHRD16, author = {Si Si and Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Nikhil Rao and Inderjit S. Dhillon}, editor = {Balaji Krishnapuram and Mohak Shah and Alexander J. Smola and Charu C. Aggarwal and Dou Shen and Rajeev Rastogi}, title = {Goal-Directed Inductive Matrix Completion}, booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}, pages = {1165--1174}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2939672.2939809}, doi = {10.1145/2939672.2939809}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/SiCHRD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LianZHHL16, author = {Xiangru Lian and Huan Zhang and Cho{-}Jui Hsieh and Yijun Huang and Ji Liu}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {3054--3062}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/db1915052d15f7815c8b88e879465a1e-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LianZHHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YouLLYDDH16, author = {Yang You and Xiangru Lian and Ji Liu and Hsiang{-}Fu Yu and Inderjit S. Dhillon and James Demmel and Cho{-}Jui Hsieh}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Asynchronous Parallel Greedy Coordinate Descent}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {4682--4690}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/43e4e6a6f341e00671e123714de019a8-Abstract.html}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YouLLYDDH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HsiehSD16, author = {Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, title = {Communication-Efficient Parallel Block Minimization for Kernel Machines}, journal = {CoRR}, volume = {abs/1608.02010}, year = {2016}, url = {http://arxiv.org/abs/1608.02010}, eprinttype = {arXiv}, eprint = {1608.02010}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HsiehSD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YuHLD16, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Qi Lei and Inderjit S. Dhillon}, title = {A Greedy Approach for Budgeted Maximum Inner Product Search}, journal = {CoRR}, volume = {abs/1610.03317}, year = {2016}, url = {http://arxiv.org/abs/1610.03317}, eprinttype = {arXiv}, eprint = {1610.03317}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YuHLD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HsiehYD15, author = {Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Inderjit S. Dhillon}, editor = {Francis R. Bach and David M. Blei}, title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {2370--2379}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/hsieha15.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/HsiehYD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HsiehND15, author = {Cho{-}Jui Hsieh and Nagarajan Natarajan and Inderjit S. Dhillon}, editor = {Francis R. Bach and David M. Blei}, title = {{PU} Learning for Matrix Completion}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {2445--2453}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/hsiehb15.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HsiehND15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YenZHRD15, author = {Ian En{-}Hsu Yen and Kai Zhong and Cho{-}Jui Hsieh and Pradeep Ravikumar and Inderjit S. Dhillon}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {2368--2376}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/0966289037ad9846c5e994be2a91bafa-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/YenZHRD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChiangHD15, author = {Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Matrix Completion with Noisy Side Information}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {3447--3455}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/0609154fa35b3194026346c9cac2a248-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChiangHD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/YuHYVD15, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Hyokun Yun and S. V. N. Vishwanathan and Inderjit S. Dhillon}, editor = {Aldo Gangemi and Stefano Leonardi and Alessandro Panconesi}, title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling}, booktitle = {Proceedings of the 24th International Conference on World Wide Web, {WWW} 2015, Florence, Italy, May 18-22, 2015}, pages = {1340--1350}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2736277.2741682}, doi = {10.1145/2736277.2741682}, timestamp = {Tue, 27 Dec 2022 09:06:31 +0100}, biburl = {https://dblp.org/rec/conf/www/YuHYVD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HsiehYD15, author = {Cho{-}Jui Hsieh and Hsiang{-}Fu Yu and Inderjit S. Dhillon}, title = {PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent}, journal = {CoRR}, volume = {abs/1504.01365}, year = {2015}, url = {http://arxiv.org/abs/1504.01365}, eprinttype = {arXiv}, eprint = {1504.01365}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HsiehYD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ChiangHNDT14, author = {Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Nagarajan Natarajan and Inderjit S. Dhillon and Ambuj Tewari}, title = {Prediction and clustering in signed networks: a local to global perspective}, journal = {J. Mach. Learn. Res.}, volume = {15}, number = {1}, pages = {1177--1213}, year = {2014}, url = {https://dl.acm.org/doi/10.5555/2627435.2638573}, doi = {10.5555/2627435.2638573}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChiangHNDT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HsiehSDR14, author = {Cho{-}Jui Hsieh and M{\'{a}}ty{\'{a}}s A. Sustik and Inderjit S. Dhillon and Pradeep Ravikumar}, title = {{QUIC:} quadratic approximation for sparse inverse covariance estimation}, journal = {J. Mach. Learn. Res.}, volume = {15}, number = {1}, pages = {2911--2947}, year = {2014}, url = {https://dl.acm.org/doi/10.5555/2627435.2697058}, doi = {10.5555/2627435.2697058}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HsiehSDR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/YuHSD14, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, title = {Parallel matrix factorization for recommender systems}, journal = {Knowl. Inf. Syst.}, volume = {41}, number = {3}, pages = {793--819}, year = {2014}, url = {https://doi.org/10.1007/s10115-013-0682-2}, doi = {10.1007/S10115-013-0682-2}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/YuHSD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/YunYHVD14, author = {Hyokun Yun and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and S. V. N. Vishwanathan and Inderjit S. Dhillon}, title = {{NOMAD:} Nonlocking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion}, journal = {Proc. {VLDB} Endow.}, volume = {7}, number = {11}, pages = {975--986}, year = {2014}, url = {http://www.vldb.org/pvldb/vol7/p975-yun.pdf}, doi = {10.14778/2732967.2732973}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/YunYHVD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HsiehSD14, author = {Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {566--574}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/hsieha14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/HsiehSD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HsiehO14, author = {Cho{-}Jui Hsieh and Peder A. Olsen}, title = {Nuclear Norm Minimization via Active Subspace Selection}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {575--583}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/hsiehb14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HsiehO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SiHD14, author = {Si Si and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {Memory Efficient Kernel Approximation}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {701--709}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/si14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SiHD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YenHRD14, author = {Ian En{-}Hsu Yen and Cho{-}Jui Hsieh and Pradeep Ravikumar and Inderjit S. Dhillon}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1008--1016}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/f76a89f0cb91bc419542ce9fa43902dc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/YenHRD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HsiehDRBO14, author = {Cho{-}Jui Hsieh and Inderjit S. Dhillon and Pradeep Ravikumar and Stephen Becker and Peder A. Olsen}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {{QUIC} {\&} {DIRTY:} {A} Quadratic Approximation Approach for Dirty Statistical Models}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {2006--2014}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/03f544613917945245041ea1581df0c2-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HsiehDRBO14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HsiehSD14, author = {Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Fast Prediction for Large-Scale Kernel Machines}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {3689--3697}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/de03beffeed9da5f3639a621bcab5dd4-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HsiehSD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HsiehND14, author = {Cho{-}Jui Hsieh and Nagarajan Natarajan and Inderjit S. Dhillon}, title = {{PU} Learning for Matrix Completion}, journal = {CoRR}, volume = {abs/1411.6081}, year = {2014}, url = {http://arxiv.org/abs/1411.6081}, eprinttype = {arXiv}, eprint = {1411.6081}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HsiehND14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YuHYVD14, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Hyokun Yun and S. V. N. Vishwanathan and Inderjit S. Dhillon}, title = {A Scalable Asynchronous Distributed Algorithm for Topic Modeling}, journal = {CoRR}, volume = {abs/1412.4986}, year = {2014}, url = {http://arxiv.org/abs/1412.4986}, eprinttype = {arXiv}, eprint = {1412.4986}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YuHYVD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangBHRD13, author = {Huahua Wang and Arindam Banerjee and Cho{-}Jui Hsieh and Pradeep Ravikumar and Inderjit S. Dhillon}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Large Scale Distributed Sparse Precision Estimation}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {584--592}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/52720e003547c70561bf5e03b95aa99f-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangBHRD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HsiehSDRP13, author = {Cho{-}Jui Hsieh and M{\'{a}}ty{\'{a}}s A. Sustik and Inderjit S. Dhillon and Pradeep Ravikumar and Russell A. Poldrack}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {{BIG} {\&} {QUIC:} Sparse Inverse Covariance Estimation for a Million Variables}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {3165--3173}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/1abb1e1ea5f481b589da52303b091cbb-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HsiehSDRP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HsiehTAHS13, author = {Cho{-}Jui Hsieh and Mitul Tiwari and Deepak Agarwal and Xinyi (Lisa) Huang and Sam Shah}, editor = {Daniel Schwabe and Virg{\'{\i}}lio A. F. Almeida and Hartmut Glaser and Ricardo Baeza{-}Yates and Sue B. Moon}, title = {Organizational overlap on social networks and its applications}, booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro, Brazil, May 13-17, 2013}, pages = {571--582}, publisher = {International World Wide Web Conferences Steering Committee / {ACM}}, year = {2013}, url = {https://doi.org/10.1145/2488388.2488439}, doi = {10.1145/2488388.2488439}, timestamp = {Sun, 22 Sep 2019 18:15:38 +0200}, biburl = {https://dblp.org/rec/conf/www/HsiehTAHS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-5145, author = {Kai{-}Yang Chiang and Cho{-}Jui Hsieh and Nagarajan Natarajan and Ambuj Tewari and Inderjit S. Dhillon}, title = {Prediction and Clustering in Signed Networks: {A} Local to Global Perspective}, journal = {CoRR}, volume = {abs/1302.5145}, year = {2013}, url = {http://arxiv.org/abs/1302.5145}, eprinttype = {arXiv}, eprint = {1302.5145}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-5145.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HsiehSDR13, author = {Cho{-}Jui Hsieh and M{\'{a}}ty{\'{a}}s A. Sustik and Inderjit S. Dhillon and Pradeep Ravikumar}, title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation}, journal = {CoRR}, volume = {abs/1306.3212}, year = {2013}, url = {http://arxiv.org/abs/1306.3212}, eprinttype = {arXiv}, eprint = {1306.3212}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HsiehSDR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HsiehSD13, author = {Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, title = {A Divide-and-Conquer Solver for Kernel Support Vector Machines}, journal = {CoRR}, volume = {abs/1311.0914}, year = {2013}, url = {http://arxiv.org/abs/1311.0914}, eprinttype = {arXiv}, eprint = {1311.0914}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HsiehSD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YunYHVD13, author = {Hyokun Yun and Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and S. V. N. Vishwanathan and Inderjit S. Dhillon}, title = {{NOMAD:} Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion}, journal = {CoRR}, volume = {abs/1312.0193}, year = {2013}, url = {http://arxiv.org/abs/1312.0193}, eprinttype = {arXiv}, eprint = {1312.0193}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YunYHVD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/YuHCL12, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin}, title = {Large Linear Classification When Data Cannot Fit in Memory}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {5}, number = {4}, pages = {23:1--23:23}, year = {2012}, url = {https://doi.org/10.1145/2086737.2086743}, doi = {10.1145/2086737.2086743}, timestamp = {Thu, 16 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/YuHCL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/YuHSD12, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Si Si and Inderjit S. Dhillon}, editor = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu}, title = {Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems}, booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012}, pages = {765--774}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDM.2012.168}, doi = {10.1109/ICDM.2012.168}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/YuHSD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HsiehCD12, author = {Cho{-}Jui Hsieh and Kai{-}Yang Chiang and Inderjit S. Dhillon}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {Low rank modeling of signed networks}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {507--515}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339612}, doi = {10.1145/2339530.2339612}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/HsiehCD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlslp/DhillonHSR12, author = {Inderjit S. Dhillon and Cho{-}Jui Hsieh and M{\'{a}}ty{\'{a}}s A. Sustik and Pradeep Ravikumar}, title = {Sparse inverse covariance matrix estimation using quadratic approximation}, booktitle = {2012 Symposium on Machine Learning in Speech and Language Processing, {MLSLP} 2012, Portland, Oregon, USA, September 14, 2012}, publisher = {{ISCA}}, year = {2012}, url = {http://www.isca-speech.org/archive/mlslp\_2012/ml12\_106.html}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlslp/DhillonHSR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HsiehDRB12, author = {Cho{-}Jui Hsieh and Inderjit S. Dhillon and Pradeep Ravikumar and Arindam Banerjee}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {2339--2347}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/184260348236f9554fe9375772ff966e-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HsiehDRB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YuHCL11, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin}, editor = {Toby Walsh}, title = {Large Linear Classification When Data Cannot Fit in Memory}, booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011}, pages = {2777--2782}, publisher = {{IJCAI/AAAI}}, year = {2011}, url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-462}, doi = {10.5591/978-1-57735-516-8/IJCAI11-462}, timestamp = {Tue, 20 Aug 2019 16:16:04 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YuHCL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/HsiehD11, author = {Cho{-}Jui Hsieh and Inderjit S. Dhillon}, editor = {Chid Apt{\'{e}} and Joydeep Ghosh and Padhraic Smyth}, title = {Fast coordinate descent methods with variable selection for non-negative matrix factorization}, booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011}, pages = {1064--1072}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2020408.2020577}, doi = {10.1145/2020408.2020577}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/HsiehD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HsiehSDR11, author = {Cho{-}Jui Hsieh and M{\'{a}}ty{\'{a}}s A. Sustik and Inderjit S. Dhillon and Pradeep Ravikumar}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {2330--2338}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/2ba8698b79439589fdd2b0f7218d8b07-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/HsiehSDR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HuangHCL10, author = {Fang{-}Lan Huang and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin}, title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {815--848}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1756033}, doi = {10.5555/1756006.1756033}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HuangHCL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ChangHCRL10, author = {Yin{-}Wen Chang and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Michael Ringgaard and Chih{-}Jen Lin}, title = {Training and Testing Low-degree Polynomial Data Mappings via Linear {SVM}}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {1471--1490}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1859899}, doi = {10.5555/1756006.1859899}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChangHCRL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/YuanCHL10, author = {Guo{-}Xun Yuan and Kai{-}Wei Chang and Cho{-}Jui Hsieh and Chih{-}Jen Lin}, title = {A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {3183--3234}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1953034}, doi = {10.5555/1756006.1953034}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/YuanCHL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YuHCL10, author = {Hsiang{-}Fu Yu and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin}, editor = {Bharat Rao and Balaji Krishnapuram and Andrew Tomkins and Qiang Yang}, title = {Large linear classification when data cannot fit in memory}, booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010}, pages = {833--842}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1835804.1835910}, doi = {10.1145/1835804.1835910}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/YuHCL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/HuangHCL09, author = {Fang{-}Lan Huang and Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin}, title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy}, booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore, Short Papers}, pages = {285--288}, publisher = {The Association for Computer Linguistics}, year = {2009}, url = {https://aclanthology.org/P09-2072/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/HuangHCL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/LoCCCFHKKLLWYLLL09, author = {Hung{-}Yi Lo and Kai{-}Wei Chang and Shang{-}Tse Chen and Tsung{-}Hsien Chiang and Chun{-}Sung Ferng and Cho{-}Jui Hsieh and Yi{-}Kuang Ko and Tsung{-}Ting Kuo and Hung{-}Che Lai and Ken{-}Yi Lin and Chia{-}Hsuan Wang and Hsiang{-}Fu Yu and Chih{-}Jen Lin and Hsuan{-}Tien Lin and Shou{-}De Lin}, editor = {Gideon Dror and Marc Boull{\'{e}} and Isabelle Guyon and Vincent Lemaire and David Vogel}, title = {An Ensemble of Three Classifiers for {KDD} Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Naive Bayes}, booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009}, series = {{JMLR} Proceedings}, volume = {7}, pages = {57--64}, publisher = {JMLR.org}, year = {2009}, url = {http://proceedings.mlr.press/v7/lo09.html}, timestamp = {Wed, 02 Sep 2020 16:33:16 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LoCCCFHKKLLWYLLL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ChangHL08, author = {Kai{-}Wei Chang and Cho{-}Jui Hsieh and Chih{-}Jen Lin}, title = {Coordinate Descent Method for Large-scale L2-loss Linear Support Vector Machines}, journal = {J. Mach. Learn. Res.}, volume = {9}, pages = {1369--1398}, year = {2008}, url = {https://dl.acm.org/doi/10.5555/1390681.1442778}, doi = {10.5555/1390681.1442778}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ChangHL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/FanCHWL08, author = {Rong{-}En Fan and Kai{-}Wei Chang and Cho{-}Jui Hsieh and Xiang{-}Rui Wang and Chih{-}Jen Lin}, title = {{LIBLINEAR:} {A} Library for Large Linear Classification}, journal = {J. Mach. Learn. Res.}, volume = {9}, pages = {1871--1874}, year = {2008}, url = {https://dl.acm.org/doi/10.5555/1390681.1442794}, doi = {10.5555/1390681.1442794}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/FanCHWL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HsiehCLKS08, author = {Cho{-}Jui Hsieh and Kai{-}Wei Chang and Chih{-}Jen Lin and S. Sathiya Keerthi and S. Sundararajan}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {A dual coordinate descent method for large-scale linear {SVM}}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {408--415}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390208}, doi = {10.1145/1390156.1390208}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/HsiehCLKS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/KeerthiSCHL08, author = {S. Sathiya Keerthi and S. Sundararajan and Kai{-}Wei Chang and Cho{-}Jui Hsieh and Chih{-}Jen Lin}, editor = {Ying Li and Bing Liu and Sunita Sarawagi}, title = {A sequential dual method for large scale multi-class linear svms}, booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008}, pages = {408--416}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1401890.1401942}, doi = {10.1145/1401890.1401942}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/KeerthiSCHL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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