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ORCIDBibTeX records: Aston Zhang
@article{DBLP:journals/tmlr/0001Z00KS24,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Hai Zhao and
George Karypis and
Alex Smola},
title = {Multimodal Chain-of-Thought Reasoning in Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=y1pPWFVfvR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001Z00KS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GrassucciZC24,
author = {Eleonora Grassucci and
Aston Zhang and
Danilo Comminiello},
title = {PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex
Convolutions},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {6},
pages = {8293--8305},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3226772},
doi = {10.1109/TNNLS.2022.3226772},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GrassucciZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0001Z24,
author = {Zhuosheng Zhang and
Aston Zhang},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {You Only Look at Screens: Multimodal Chain-of-Action Agents},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {3132--3149},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.186},
doi = {10.18653/V1/2024.FINDINGS-ACL.186},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/0001Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-21783,
author = {Abhimanyu Dubey and
Abhinav Jauhri and
Abhinav Pandey and
Abhishek Kadian and
Ahmad Al{-}Dahle and
Aiesha Letman and
Akhil Mathur and
Alan Schelten and
Amy Yang and
Angela Fan and
Anirudh Goyal and
Anthony Hartshorn and
Aobo Yang and
Archi Mitra and
Archie Sravankumar and
Artem Korenev and
Arthur Hinsvark and
Arun Rao and
Aston Zhang and
Aur{\'{e}}lien Rodriguez and
Austen Gregerson and
Ava Spataru and
Baptiste Rozi{\`{e}}re and
Bethany Biron and
Binh Tang and
Bobbie Chern and
Charlotte Caucheteux and
Chaya Nayak and
Chloe Bi and
Chris Marra and
Chris McConnell and
Christian Keller and
Christophe Touret and
Chunyang Wu and
Corinne Wong and
Cristian Canton Ferrer and
Cyrus Nikolaidis and
Damien Allonsius and
Daniel Song and
Danielle Pintz and
Danny Livshits and
David Esiobu and
Dhruv Choudhary and
Dhruv Mahajan and
Diego Garcia{-}Olano and
Diego Perino and
Dieuwke Hupkes and
Egor Lakomkin and
Ehab AlBadawy and
Elina Lobanova and
Emily Dinan and
Eric Michael Smith and
Filip Radenovic and
Frank Zhang and
Gabriel Synnaeve and
Gabrielle Lee and
Georgia Lewis Anderson and
Graeme Nail and
Gr{\'{e}}goire Mialon and
Guan Pang and
Guillem Cucurell and
Hailey Nguyen and
Hannah Korevaar and
Hu Xu and
Hugo Touvron and
Iliyan Zarov and
Imanol Arrieta Ibarra and
Isabel M. Kloumann and
Ishan Misra and
Ivan Evtimov and
Jade Copet and
Jaewon Lee and
Jan Geffert and
Jana Vranes and
Jason Park and
Jay Mahadeokar and
Jeet Shah and
Jelmer van der Linde and
Jennifer Billock and
Jenny Hong and
Jenya Lee and
Jeremy Fu and
Jianfeng Chi and
Jianyu Huang and
Jiawen Liu and
Jie Wang and
Jiecao Yu and
Joanna Bitton and
Joe Spisak and
Jongsoo Park and
Joseph Rocca and
Joshua Johnstun and
Joshua Saxe and
Junteng Jia and
Kalyan Vasuden Alwala and
Kartikeya Upasani and
Kate Plawiak and
Ke Li and
Kenneth Heafield and
Kevin Stone and
et al.},
title = {The Llama 3 Herd of Models},
journal = {CoRR},
volume = {abs/2407.21783},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.21783},
doi = {10.48550/ARXIV.2407.21783},
eprinttype = {arXiv},
eprint = {2407.21783},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-21783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-02544,
author = {Xinbei Ma and
Yiting Wang and
Yao Yao and
Tongxin Yuan and
Aston Zhang and
Zhuosheng Zhang and
Hai Zhao},
title = {Caution for the Environment: Multimodal Agents are Susceptible to
Environmental Distractions},
journal = {CoRR},
volume = {abs/2408.02544},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.02544},
doi = {10.48550/ARXIV.2408.02544},
eprinttype = {arXiv},
eprint = {2408.02544},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-02544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/QinZ0CYY23,
author = {Chengwei Qin and
Aston Zhang and
Zhuosheng Zhang and
Jiaao Chen and
Michihiro Yasunaga and
Diyi Yang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Is ChatGPT a General-Purpose Natural Language Processing Task Solver?},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1339--1384},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.85},
doi = {10.18653/V1/2023.EMNLP-MAIN.85},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/QinZ0CYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AlySLZW23,
author = {Rami Aly and
Xingjian Shi and
Kaixiang Lin and
Aston Zhang and
Andrew Gordon Wilson},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Automated Few-Shot Classification with Instruction-Finetuned Language
Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {2414--2432},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.158},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.158},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AlySLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenZ0SY23,
author = {Jiaao Chen and
Aston Zhang and
Mu Li and
Alex Smola and
Diyi Yang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {A Cheaper and Better Diffusion Language Model with Soft-Masked Noise},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {4765--4775},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.289},
doi = {10.18653/V1/2023.EMNLP-MAIN.289},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChenZ0SY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001Z0S23,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Alex Smola},
title = {Automatic Chain of Thought Prompting in Large Language Models},
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/forum?id=5NTt8GFjUHkr},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001Z0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenZS0SY23,
author = {Jiaao Chen and
Aston Zhang and
Xingjian Shi and
Mu Li and
Alex Smola and
Diyi Yang},
title = {Parameter-Efficient Fine-Tuning Design Spaces},
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/forum?id=XSRSWxyJIC},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenZS0SY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Liu0SZ0SW23,
author = {Zichang Liu and
Zhiqiang Tang and
Xingjian Shi and
Aston Zhang and
Mu Li and
Anshumali Shrivastava and
Andrew Gordon Wilson},
title = {Learning Multimodal Data Augmentation in Feature Space},
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/forum?id=6SRDbbvU8s},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Liu0SZ0SW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangZXZC023,
author = {Taojiannan Yang and
Yi Zhu and
Yusheng Xie and
Aston Zhang and
Chen Chen and
Mu Li},
title = {{AIM:} Adapting Image Models for Efficient Video Action Recognition},
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/forum?id=CIoSZ\_HKHS7},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YangZXZC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenZZZZ0S023,
author = {Shuhuai Ren and
Aston Zhang and
Yi Zhu and
Shuai Zhang and
Shuai Zheng and
Mu Li and
Alexander J. Smola and
Xu Sun},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary
Visual Recognition},
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/29962c2c9daf1fbd92530a7c958dfc2b-Abstract-Conference.html},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RenZZZZ0S023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZengHHZ0SZ23,
author = {Zhanpeng Zeng and
Cole Hawkins and
Mingyi Hong and
Aston Zhang and
Nikolaos Pappas and
Vikas Singh and
Shuai Zheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{VCC:} Scaling Transformers to 128K Tokens or More by Prioritizing
Important Tokens},
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/4054556fcaa934b0bf76da52cf4f92cb-Abstract-Conference.html},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZengHHZ0SZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/HaoZAZZLL23,
author = {Xiaoshuai Hao and
Yi Zhu and
Srikar Appalaraju and
Aston Zhang and
Wanqian Zhang and
Bo Li and
Mu Li},
title = {MixGen: {A} New Multi-Modal Data Augmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops,
{WACV} 2023 - Workshops, Waikoloa, HI, USA, January 3-7, 2023},
pages = {379--389},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACVW58289.2023.00042},
doi = {10.1109/WACVW58289.2023.00042},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/HaoZAZZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-01821,
author = {Jiaao Chen and
Aston Zhang and
Xingjian Shi and
Mu Li and
Alex Smola and
Diyi Yang},
title = {Parameter-Efficient Fine-Tuning Design Spaces},
journal = {CoRR},
volume = {abs/2301.01821},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.01821},
doi = {10.48550/ARXIV.2301.01821},
eprinttype = {arXiv},
eprint = {2301.01821},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-01821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00923,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Hai Zhao and
George Karypis and
Alex Smola},
title = {Multimodal Chain-of-Thought Reasoning in Language Models},
journal = {CoRR},
volume = {abs/2302.00923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00923},
doi = {10.48550/ARXIV.2302.00923},
eprinttype = {arXiv},
eprint = {2302.00923},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03024,
author = {Taojiannan Yang and
Yi Zhu and
Yusheng Xie and
Aston Zhang and
Chen Chen and
Mu Li},
title = {{AIM:} Adapting Image Models for Efficient Video Action Recognition},
journal = {CoRR},
volume = {abs/2302.03024},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03024},
doi = {10.48550/ARXIV.2302.03024},
eprinttype = {arXiv},
eprint = {2302.03024},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06476,
author = {Chengwei Qin and
Aston Zhang and
Zhuosheng Zhang and
Jiaao Chen and
Michihiro Yasunaga and
Diyi Yang},
title = {Is ChatGPT a General-Purpose Natural Language Processing Task Solver?},
journal = {CoRR},
volume = {abs/2302.06476},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06476},
doi = {10.48550/ARXIV.2302.06476},
eprinttype = {arXiv},
eprint = {2302.06476},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04704,
author = {Shuhuai Ren and
Aston Zhang and
Yi Zhu and
Shuai Zhang and
Shuai Zheng and
Mu Li and
Alex Smola and
Xu Sun},
title = {Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary
Visual Recognition},
journal = {CoRR},
volume = {abs/2304.04704},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04704},
doi = {10.48550/ARXIV.2304.04704},
eprinttype = {arXiv},
eprint = {2304.04704},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04746,
author = {Jiaao Chen and
Aston Zhang and
Mu Li and
Alex Smola and
Diyi Yang},
title = {A Cheaper and Better Diffusion Language Model with Soft-Masked Noise},
journal = {CoRR},
volume = {abs/2304.04746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04746},
doi = {10.48550/ARXIV.2304.04746},
eprinttype = {arXiv},
eprint = {2304.04746},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04241,
author = {Zhanpeng Zeng and
Cole Hawkins and
Mingyi Hong and
Aston Zhang and
Nikolaos Pappas and
Vikas Singh and
Shuai Zheng},
title = {Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important
Tokens},
journal = {CoRR},
volume = {abs/2305.04241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04241},
doi = {10.48550/ARXIV.2305.04241},
eprinttype = {arXiv},
eprint = {2305.04241},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12576,
author = {Rami Aly and
Xingjian Shi and
Kaixiang Lin and
Aston Zhang and
Andrew Gordon Wilson},
title = {Automated Few-shot Classification with Instruction-Finetuned Language
Models},
journal = {CoRR},
volume = {abs/2305.12576},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12576},
doi = {10.48550/ARXIV.2305.12576},
eprinttype = {arXiv},
eprint = {2305.12576},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11436,
author = {Zhuosheng Zhang and
Aston Zhang},
title = {You Only Look at Screens: Multimodal Chain-of-Action Agents},
journal = {CoRR},
volume = {abs/2309.11436},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11436},
doi = {10.48550/ARXIV.2309.11436},
eprinttype = {arXiv},
eprint = {2309.11436},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09881,
author = {Chengwei Qin and
Aston Zhang and
Anirudh Dagar and
Wenming Ye},
title = {In-Context Learning with Iterative Demonstration Selection},
journal = {CoRR},
volume = {abs/2310.09881},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09881},
doi = {10.48550/ARXIV.2310.09881},
eprinttype = {arXiv},
eprint = {2310.09881},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11797,
author = {Zhuosheng Zhang and
Yao Yao and
Aston Zhang and
Xiangru Tang and
Xinbei Ma and
Zhiwei He and
Yiming Wang and
Mark Gerstein and
Rui Wang and
Gongshen Liu and
Hai Zhao},
title = {Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought
Reasoning to Language Agents},
journal = {CoRR},
volume = {abs/2311.11797},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11797},
doi = {10.48550/ARXIV.2311.11797},
eprinttype = {arXiv},
eprint = {2311.11797},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShaoXYSZLWLA22,
author = {Huajie Shao and
Zhisheng Xiao and
Shuochao Yao and
Dachun Sun and
Aston Zhang and
Shengzhong Liu and
Tianshi Wang and
Jinyang Li and
Tarek F. Abdelzaher},
title = {ControlVAE: Tuning, Analytical Properties, and Performance Analysis},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9285--9297},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3127323},
doi = {10.1109/TPAMI.2021.3127323},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ShaoXYSZLWLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/HuLAZ22,
author = {Zhiqiang Hu and
Roy Ka{-}Wei Lee and
Charu C. Aggarwal and
Aston Zhang},
title = {Text Style Transfer: {A} Review and Experimental Evaluation},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {1},
pages = {14--45},
year = {2022},
url = {https://doi.org/10.1145/3544903.3544906},
doi = {10.1145/3544903.3544906},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/HuLAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZZS0W22,
author = {Haotao Wang and
Aston Zhang and
Shuai Zheng and
Xingjian Shi and
Mu Li and
Zhangyang Wang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Removing Batch Normalization Boosts Adversarial Training},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23433--23445},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wang22ap.html},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangZZS0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZZZLSW22,
author = {Haotao Wang and
Aston Zhang and
Yi Zhu and
Shuai Zheng and
Mu Li and
Alex J. Smola and
Zhangyang Wang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Partial and Asymmetric Contrastive Learning for Out-of-Distribution
Detection in Long-Tailed Recognition},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23446--23458},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wang22aq.html},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZZZLSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangHZZW22,
author = {Haotao Wang and
Junyuan Hong and
Aston Zhang and
Jiayu Zhou and
Zhangyang Wang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Trap and Replace: Defending Backdoor Attacks by Trapping Them into
an Easy-to-Replace Subnetwork},
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/ea06e6e9e80f1c3d382317fff67041ac-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangHZZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08358,
author = {Xiaoshuai Hao and
Yi Zhu and
Srikar Appalaraju and
Aston Zhang and
Wanqian Zhang and
Bo Li and
Mu Li},
title = {MixGen: {A} New Multi-Modal Data Augmentation},
journal = {CoRR},
volume = {abs/2206.08358},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08358},
doi = {10.48550/ARXIV.2206.08358},
eprinttype = {arXiv},
eprint = {2206.08358},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01156,
author = {Haotao Wang and
Aston Zhang and
Shuai Zheng and
Xingjian Shi and
Mu Li and
Zhangyang Wang},
title = {Removing Batch Normalization Boosts Adversarial Training},
journal = {CoRR},
volume = {abs/2207.01156},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01156},
doi = {10.48550/ARXIV.2207.01156},
eprinttype = {arXiv},
eprint = {2207.01156},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01160,
author = {Haotao Wang and
Aston Zhang and
Yi Zhu and
Shuai Zheng and
Mu Li and
Alex Smola and
Zhangyang Wang},
title = {Partial and Asymmetric Contrastive Learning for Out-of-Distribution
Detection in Long-Tailed Recognition},
journal = {CoRR},
volume = {abs/2207.01160},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01160},
doi = {10.48550/ARXIV.2207.01160},
eprinttype = {arXiv},
eprint = {2207.01160},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03493,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Alex Smola},
title = {Automatic Chain of Thought Prompting in Large Language Models},
journal = {CoRR},
volume = {abs/2210.03493},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03493},
doi = {10.48550/ARXIV.2210.03493},
eprinttype = {arXiv},
eprint = {2210.03493},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06428,
author = {Haotao Wang and
Junyuan Hong and
Aston Zhang and
Jiayu Zhou and
Zhangyang Wang},
title = {Trap and Replace: Defending Backdoor Attacks by Trapping Them into
an Easy-to-Replace Subnetwork},
journal = {CoRR},
volume = {abs/2210.06428},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06428},
doi = {10.48550/ARXIV.2210.06428},
eprinttype = {arXiv},
eprint = {2210.06428},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05191,
author = {Chaoyang He and
Shuai Zheng and
Aston Zhang and
George Karypis and
Trishul Chilimbi and
Mahdi Soltanolkotabi and
Salman Avestimehr},
title = {{SMILE:} Scaling Mixture-of-Experts with Efficient Bi-level Routing},
journal = {CoRR},
volume = {abs/2212.05191},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05191},
doi = {10.48550/ARXIV.2212.05191},
eprinttype = {arXiv},
eprint = {2212.05191},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10929,
author = {M. Saiful Bari and
Aston Zhang and
Shuai Zheng and
Xingjian Shi and
Yi Zhu and
Shafiq Joty and
Mu Li},
title = {{SPT:} Semi-Parametric Prompt Tuning for Multitask Prompted Learning},
journal = {CoRR},
volume = {abs/2212.10929},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10929},
doi = {10.48550/ARXIV.2212.10929},
eprinttype = {arXiv},
eprint = {2212.10929},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14453,
author = {Zichang Liu and
Zhiqiang Tang and
Xingjian Shi and
Aston Zhang and
Mu Li and
Anshumali Shrivastava and
Andrew Gordon Wilson},
title = {Learning Multimodal Data Augmentation in Feature Space},
journal = {CoRR},
volume = {abs/2212.14453},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14453},
doi = {10.48550/ARXIV.2212.14453},
eprinttype = {arXiv},
eprint = {2212.14453},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangCTFW0SYL20,
author = {Aston Zhang and
Alvin Chan and
Yi Tay and
Jie Fu and
Shuohang Wang and
Shuai Zhang and
Huajie Shao and
Shuochao Yao and
Roy Ka{-}Wei Lee},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {On Orthogonality Constraints for Transformers},
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 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {375--382},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.48},
doi = {10.18653/V1/2021.ACL-SHORT.48},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangCTFW0SYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChanOPZF21,
author = {Alvin Chan and
Yew{-}Soon Ong and
Bill Pung and
Aston Zhang and
Jie Fu},
title = {CoCon: {A} Self-Supervised Approach for Controlled Text Generation},
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=VD\_ozqvBy4W},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChanOPZF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangT0CLHF21,
author = {Aston Zhang and
Yi Tay and
Shuai Zhang and
Alvin Chan and
Anh Tuan Luu and
Siu Cheung Hui and
Jie Fu},
title = {Beyond Fully-Connected Layers with Quaternions: Parameterization of
Hypercomplex Multiplications with 1/n Parameters},
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=rcQdycl0zyk},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangT0CLHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSCZW21,
author = {Tianlong Chen and
Yongduo Sui and
Xuxi Chen and
Aston Zhang and
Zhangyang Wang},
editor = {Marina Meila and
Tong Zhang},
title = {A Unified Lottery Ticket Hypothesis for Graph Neural Networks},
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 = {1695--1706},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/chen21p.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenSCZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LongWYKZGL21,
author = {Yunhui Long and
Boxin Wang and
Zhuolin Yang and
Bhavya Kailkhura and
Aston Zhang and
Carl A. Gunter and
Bo Li},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{G-PATE:} Scalable Differentially Private Data Generator via Private
Aggregation of Teacher Discriminators},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2965--2977},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/171ae1bbb81475eb96287dd78565b38b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LongWYKZGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangTSCZ21,
author = {Aston Zhang and
Yi Tay and
Yikang Shen and
Alvin Chan and
Shuai Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Self-Instantiated Recurrent Units with Dynamic Soft Recursion},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6503--6514},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3341f6f048384ec73a7ba2e77d2db48b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangTSCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangLZHZLZHO21,
author = {Shuai Zhang and
Huoyu Liu and
Aston Zhang and
Yue Hu and
Ce Zhang and
Yumeng Li and
Tanchao Zhu and
Shaojian He and
Wenwu Ou},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Learning User Representations with Hypercuboids for Recommender Systems},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {716--724},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441768},
doi = {10.1145/3437963.3441768},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangLZHZLZHO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShaoWLZZJA21,
author = {Huajie Shao and
Jun Wang and
Haohong Lin and
Xuezhou Zhang and
Aston Zhang and
Heng Ji and
Tarek F. Abdelzaher},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Controllable and Diverse Text Generation in E-commerce},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2392--2401},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449838},
doi = {10.1145/3442381.3449838},
timestamp = {Mon, 07 Jun 2021 12:37:30 +0200},
biburl = {https://dblp.org/rec/conf/www/ShaoWLZZJA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06790,
author = {Tianlong Chen and
Yongduo Sui and
Xuxi Chen and
Aston Zhang and
Zhangyang Wang},
title = {A Unified Lottery Ticket Hypothesis for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2102.06790},
year = {2021},
url = {https://arxiv.org/abs/2102.06790},
eprinttype = {arXiv},
eprint = {2102.06790},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08597,
author = {Aston Zhang and
Yi Tay and
Shuai Zhang and
Alvin Chan and
Anh Tuan Luu and
Siu Cheung Hui and
Jie Fu},
title = {Beyond Fully-Connected Layers with Quaternions: Parameterization of
Hypercomplex Multiplications with 1/n Parameters},
journal = {CoRR},
volume = {abs/2102.08597},
year = {2021},
url = {https://arxiv.org/abs/2102.08597},
eprinttype = {arXiv},
eprint = {2102.08597},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11497,
author = {Huajie Shao and
Jun Wang and
Haohong Lin and
Xuezhou Zhang and
Aston Zhang and
Heng Ji and
Tarek F. Abdelzaher},
title = {Controllable and Diverse Text Generation in E-commerce},
journal = {CoRR},
volume = {abs/2102.11497},
year = {2021},
url = {https://arxiv.org/abs/2102.11497},
eprinttype = {arXiv},
eprint = {2102.11497},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11342,
author = {Aston Zhang and
Zachary C. Lipton and
Mu Li and
Alexander J. Smola},
title = {Dive into Deep Learning},
journal = {CoRR},
volume = {abs/2106.11342},
year = {2021},
url = {https://arxiv.org/abs/2106.11342},
eprinttype = {arXiv},
eprint = {2106.11342},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04176,
author = {Eleonora Grassucci and
Aston Zhang and
Danilo Comminiello},
title = {Lightweight Convolutional Neural Networks By Hypercomplex Parameterization},
journal = {CoRR},
volume = {abs/2110.04176},
year = {2021},
url = {https://arxiv.org/abs/2110.04176},
eprinttype = {arXiv},
eprint = {2110.04176},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuoHHLLLSWXZZ0Z20,
author = {Jian Guo and
He He and
Tong He and
Leonard Lausen and
Mu Li and
Haibin Lin and
Xingjian Shi and
Chenguang Wang and
Junyuan Xie and
Sheng Zha and
Aston Zhang and
Hang Zhang and
Zhi Zhang and
Zhongyue Zhang and
Shuai Zheng and
Yi Zhu},
title = {GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural
Language Processing},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {23:1--23:7},
year = {2020},
url = {https://jmlr.org/papers/v21/19-429.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuoHHLLLSWXZZ0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChanTOZ20,
author = {Alvin Chan and
Yi Tay and
Yew{-}Soon Ong and
Aston Zhang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Poison Attacks against Text Datasets with Conditional Adversarially
Regularized Autoencoder},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4175--4189},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.373},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.373},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ChanTOZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShaoYSZLLWA20,
author = {Huajie Shao and
Shuochao Yao and
Dachun Sun and
Aston Zhang and
Shengzhong Liu and
Dongxin Liu and
Jun Wang and
Tarek F. Abdelzaher},
title = {ControlVAE: Controllable Variational Autoencoder},
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 = {8655--8664},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/shao20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShaoYSZLLWA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShaoSWZZYLWZA20,
author = {Huajie Shao and
Dachun Sun and
Jiahao Wu and
Zecheng Zhang and
Aston Zhang and
Shuochao Yao and
Shengzhong Liu and
Tianshi Wang and
Chao Zhang and
Tarek F. Abdelzaher},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {paper2repo: GitHub Repository Recommendation for Academic Papers},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {629--639},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380145},
doi = {10.1145/3366423.3380145},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ShaoSWZZYLWZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06170,
author = {Chenguang Wang and
Zihao Ye and
Aston Zhang and
Zheng Zhang and
Alexander J. Smola},
title = {Transformer on a Diet},
journal = {CoRR},
volume = {abs/2002.06170},
year = {2020},
url = {https://arxiv.org/abs/2002.06170},
eprinttype = {arXiv},
eprint = {2002.06170},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05988,
author = {Huajie Shao and
Shuochao Yao and
Dachun Sun and
Aston Zhang and
Shengzhong Liu and
Dongxin Liu and
Jun Wang and
Tarek F. Abdelzaher},
title = {Controllable Variational Autoencoder},
journal = {CoRR},
volume = {abs/2004.05988},
year = {2020},
url = {https://arxiv.org/abs/2004.05988},
eprinttype = {arXiv},
eprint = {2004.05988},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06059,
author = {Huajie Shao and
Dachun Sun and
Jiahao Wu and
Zecheng Zhang and
Aston Zhang and
Shuochao Yao and
Shengzhong Liu and
Tianshi Wang and
Chao Zhang and
Tarek F. Abdelzaher},
title = {paper2repo: GitHub Repository Recommendation for Academic Papers},
journal = {CoRR},
volume = {abs/2004.06059},
year = {2020},
url = {https://arxiv.org/abs/2004.06059},
eprinttype = {arXiv},
eprint = {2004.06059},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03535,
author = {Alvin Chan and
Yew{-}Soon Ong and
Bill Pung and
Aston Zhang and
Jie Fu},
title = {CoCon: {A} Self-Supervised Approach for Controlled Text Generation},
journal = {CoRR},
volume = {abs/2006.03535},
year = {2020},
url = {https://arxiv.org/abs/2006.03535},
eprinttype = {arXiv},
eprint = {2006.03535},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02684,
author = {Alvin Chan and
Yi Tay and
Yew{-}Soon Ong and
Aston Zhang},
title = {Poison Attacks against Text Datasets with Conditional Adversarially
Regularized Autoencoder},
journal = {CoRR},
volume = {abs/2010.02684},
year = {2020},
url = {https://arxiv.org/abs/2010.02684},
eprinttype = {arXiv},
eprint = {2010.02684},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01754,
author = {Huajie Shao and
Zhisheng Xiao and
Shuochao Yao and
Aston Zhang and
Shengzhong Liu and
Tarek F. Abdelzaher},
title = {ControlVAE: Tuning, Analytical Properties, and Performance Analysis},
journal = {CoRR},
volume = {abs/2011.01754},
year = {2020},
url = {https://arxiv.org/abs/2011.01754},
eprinttype = {arXiv},
eprint = {2011.01754},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05742,
author = {Shuai Zhang and
Huoyu Liu and
Aston Zhang and
Yue Hu and
Ce Zhang and
Yumeng Li and
Tanchao Zhu and
Shaojian He and
Wenwu Ou},
title = {Learning User Representations with Hypercuboids for Recommender Systems},
journal = {CoRR},
volume = {abs/2011.05742},
year = {2020},
url = {https://arxiv.org/abs/2011.05742},
eprinttype = {arXiv},
eprint = {2011.05742},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TayZLRZWFH19,
author = {Yi Tay and
Aston Zhang and
Anh Tuan Luu and
Jinfeng Rao and
Shuai Zhang and
Shuohang Wang and
Jie Fu and
Siu Cheung Hui},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Lightweight and Efficient Neural Natural Language Processing with
Quaternion Networks},
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 = {1494--1503},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1145},
doi = {10.18653/V1/P19-1145},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TayZLRZWFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TayWLFPYRHZ19,
author = {Yi Tay and
Shuohang Wang and
Anh Tuan Luu and
Jie Fu and
Minh C. Phan and
Xingdi Yuan and
Jinfeng Rao and
Siu Cheung Hui and
Aston Zhang},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Simple and Effective Curriculum Pointer-Generator Networks for Reading
Comprehension over Long Narratives},
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 = {4922--4931},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1486},
doi = {10.18653/V1/P19-1486},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TayWLFPYRHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/El-KishkyXZ019,
author = {Ahmed El{-}Kishky and
Frank F. Xu and
Aston Zhang and
Jiawei Han},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Parsimonious Morpheme Segmentation with an Application to Enriching
Word Embeddings},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {64--73},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005957},
doi = {10.1109/BIGDATA47090.2019.9005957},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/El-KishkyXZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinSLZHZS19,
author = {Haibin Lin and
Xingjian Shi and
Leonard Lausen and
Aston Zhang and
He He and
Sheng Zha and
Alexander J. Smola},
editor = {Timothy Baldwin and
Marine Carpuat},
title = {Dive into Deep Learning for Natural Language Processing},
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 - Tutorial Abstracts},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/D19-2000/},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LinSLZHZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0007YTZT19,
author = {Shuai Zhang and
Lina Yao and
Lucas Vinh Tran and
Aston Zhang and
Yi Tay},
editor = {Sarit Kraus},
title = {Quaternion Collaborative Filtering for Recommendation},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4313--4319},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/599},
doi = {10.24963/IJCAI.2019/599},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0007YTZT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TayLZWH19,
author = {Yi Tay and
Anh Tuan Luu and
Aston Zhang and
Shuohang Wang and
Siu Cheung Hui},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Compositional De-Attention 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 = {6132--6142},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/16fc18d787294ad5171100e33d05d4e2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TayLZWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10847,
author = {Yi Tay and
Shuohang Wang and
Luu Anh Tuan and
Jie Fu and
Minh C. Phan and
Xingdi Yuan and
Jinfeng Rao and
Siu Cheung Hui and
Aston Zhang},
title = {Simple and Effective Curriculum Pointer-Generator Networks for Reading
Comprehension over Long Narratives},
journal = {CoRR},
volume = {abs/1905.10847},
year = {2019},
url = {http://arxiv.org/abs/1905.10847},
eprinttype = {arXiv},
eprint = {1905.10847},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02594,
author = {Shuai Zhang and
Lina Yao and
Lucas Vinh Tran and
Aston Zhang and
Yi Tay},
title = {Quaternion Collaborative Filtering for Recommendation},
journal = {CoRR},
volume = {abs/1906.02594},
year = {2019},
url = {http://arxiv.org/abs/1906.02594},
eprinttype = {arXiv},
eprint = {1906.02594},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04393,
author = {Yi Tay and
Aston Zhang and
Luu Anh Tuan and
Jinfeng Rao and
Shuai Zhang and
Shuohang Wang and
Jie Fu and
Siu Cheung Hui},
title = {Lightweight and Efficient Neural Natural Language Processing with
Quaternion Networks},
journal = {CoRR},
volume = {abs/1906.04393},
year = {2019},
url = {http://arxiv.org/abs/1906.04393},
eprinttype = {arXiv},
eprint = {1906.04393},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04433,
author = {Jian Guo and
He He and
Tong He and
Leonard Lausen and
Mu Li and
Haibin Lin and
Xingjian Shi and
Chenguang Wang and
Junyuan Xie and
Sheng Zha and
Aston Zhang and
Hang Zhang and
Zhi Zhang and
Zhongyue Zhang and
Shuai Zheng},
title = {GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural
Language Processing},
journal = {CoRR},
volume = {abs/1907.04433},
year = {2019},
url = {http://arxiv.org/abs/1907.04433},
eprinttype = {arXiv},
eprint = {1907.04433},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07832,
author = {Ahmed El{-}Kishky and
Frank F. Xu and
Aston Zhang and
Jiawei Han},
title = {Parsimonious Morpheme Segmentation with an Application to Enriching
Word Embeddings},
journal = {CoRR},
volume = {abs/1908.07832},
year = {2019},
url = {http://arxiv.org/abs/1908.07832},
eprinttype = {arXiv},
eprint = {1908.07832},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/YaoZZHSZSA18,
author = {Shuochao Yao and
Yiran Zhao and
Aston Zhang and
Shaohan Hu and
Huajie Shao and
Chao Zhang and
Lu Su and
Tarek F. Abdelzaher},
title = {Deep Learning for the Internet of Things},
journal = {Computer},
volume = {51},
number = {5},
pages = {32--41},
year = {2018},
url = {https://doi.org/10.1109/MC.2018.2381131},
doi = {10.1109/MC.2018.2381131},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/YaoZZHSZSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/YaoZSZZHLLSA18,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Chao Zhang and
Aston Zhang and
Shaohan Hu and
Dongxin Liu and
Shengzhong Liu and
Lu Su and
Tarek F. Abdelzaher},
title = {SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised
Framework},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {2},
number = {3},
pages = {144:1--144:21},
year = {2018},
url = {https://doi.org/10.1145/3264954},
doi = {10.1145/3264954},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/YaoZSZZHLLSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/YaoZSZZLLSA18,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Chao Zhang and
Aston Zhang and
Dongxin Liu and
Shengzhong Liu and
Lu Su and
Tarek F. Abdelzaher},
title = {ApDeepSense: Deep Learning Uncertainty Estimation without the Pain
for IoT Applications},
booktitle = {38th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2018, Vienna, Austria, July 2-6, 2018},
pages = {334--343},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDCS.2018.00041},
doi = {10.1109/ICDCS.2018.00041},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdcs/YaoZSZZLLSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03370,
author = {Huan Gui and
Qi Zhu and
Liyuan Liu and
Aston Zhang and
Jiawei Han},
title = {Expert Finding in Heterogeneous Bibliographic Networks with Locally-trained
Embeddings},
journal = {CoRR},
volume = {abs/1803.03370},
year = {2018},
url = {http://arxiv.org/abs/1803.03370},
eprinttype = {arXiv},
eprint = {1803.03370},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Zhang17b,
author = {Aston Zhang},
title = {Analyzing intentions from big data traces of human activities},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2017},
url = {https://hdl.handle.net/2142/97738},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Zhang17b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/YaoZSZZLA17,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Aston Zhang and
Chao Zhang and
Shen Li and
Tarek F. Abdelzaher},
title = {RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty
Estimations},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {1},
number = {4},
pages = {173:1--173:26},
year = {2017},
url = {https://doi.org/10.1145/3161181},
doi = {10.1145/3161181},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imwut/YaoZSZZLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/YaoZZSA17,
author = {Shuochao Yao and
Yiran Zhao and
Aston Zhang and
Lu Su and
Tarek F. Abdelzaher},
editor = {M. Rasit Eskicioglu},
title = {DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems
with a Compressor-Critic Framework},
booktitle = {Proceedings of the 15th {ACM} Conference on Embedded Network Sensor
Systems, SenSys 2017, Delft, Netherlands, November 06-08, 2017},
pages = {4:1--4:14},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3131672.3131675},
doi = {10.1145/3131672.3131675},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sensys/YaoZZSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoHZZA17,
author = {Shuochao Yao and
Shaohan Hu and
Yiran Zhao and
Aston Zhang and
Tarek F. Abdelzaher},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {DeepSense: {A} Unified Deep Learning Framework for Time-Series Mobile
Sensing Data Processing},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {351--360},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052577},
doi = {10.1145/3038912.3052577},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/YaoHZZA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangPWNB17,
author = {Aston Zhang and
Lluis Garcia Pueyo and
James B. Wendt and
Marc Najork and
Andrei Z. Broder},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Email Category Prediction},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {495--503},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3055166},
doi = {10.1145/3041021.3055166},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangPWNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoZZSA17,
author = {Shuochao Yao and
Yiran Zhao and
Aston Zhang and
Lu Su and
Tarek F. Abdelzaher},
title = {Compressing Deep Neural Network Structures for Sensing Systems with
a Compressor-Critic Framework},
journal = {CoRR},
volume = {abs/1706.01215},
year = {2017},
url = {http://arxiv.org/abs/1706.01215},
eprinttype = {arXiv},
eprint = {1706.01215},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoZZSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02980,
author = {Shuochao Yao and
Yiran Zhao and
Huajie Shao and
Aston Zhang and
Chao Zhang and
Shen Li and
Tarek F. Abdelzaher},
title = {RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty
Estimations},
journal = {CoRR},
volume = {abs/1709.02980},
year = {2017},
url = {http://arxiv.org/abs/1709.02980},
eprinttype = {arXiv},
eprint = {1709.02980},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhuZPZ16,
author = {Rongda Zhu and
Aston Zhang and
Jian Peng and
Chengxiang Zhai},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Exploiting temporal divergence of topic distributions for event detection},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {164--171},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840602},
doi = {10.1109/BIGDATA.2016.7840602},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhuZPZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangG16,
author = {Aston Zhang and
Quanquan Gu},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Accelerated Stochastic Block Coordinate Descent with Optimal Sampling},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {2035--2044},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939819},
doi = {10.1145/2939672.2939819},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/DemetriouMYZG16,
author = {Soteris Demetriou and
Whitney Merrill and
Wei Yang and
Aston Zhang and
Carl A. Gunter},
title = {Free for All! Assessing User Data Exposure to Advertising Libraries
on Android},
booktitle = {23rd Annual Network and Distributed System Security Symposium, {NDSS}
2016, San Diego, California, USA, February 21-24, 2016},
publisher = {The Internet Society},
year = {2016},
url = {http://wp.internetsociety.org/ndss/wp-content/uploads/sites/25/2017/09/free-for-all-assessing-user-data-exposure-advertising-libraries-android.pdf},
timestamp = {Thu, 17 Jun 2021 16:04:48 +0200},
biburl = {https://dblp.org/rec/conf/ndss/DemetriouMYZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangGBCHGD16,
author = {Aston Zhang and
Amit Goyal and
Ricardo Baeza{-}Yates and
Yi Chang and
Jiawei Han and
Carl A. Gunter and
Hongbo Deng},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware
Approach},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {579--590},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882977},
doi = {10.1145/2872427.2882977},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangGBCHGD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoHZZA16,
author = {Shuochao Yao and
Shaohan Hu and
Yiran Zhao and
Aston Zhang and
Tarek F. Abdelzaher},
title = {DeepSense: {A} Unified Deep Learning Framework for Time-Series Mobile
Sensing Data Processing},
journal = {CoRR},
volume = {abs/1611.01942},
year = {2016},
url = {http://arxiv.org/abs/1611.01942},
eprinttype = {arXiv},
eprint = {1611.01942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoHZZA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/FuZX15,
author = {Hao Fu and
Aston Zhang and
Xing Xie},
title = {Effective Social Graph Deanonymization Based on Graph Structure and
Descriptive Information},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {4},
pages = {49:1--49:29},
year = {2015},
url = {https://doi.org/10.1145/2700836},
doi = {10.1145/2700836},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/FuZX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/LuZGFLM15,
author = {Xun Lu and
Aston Zhang and
Carl A. Gunter and
Daniel Fabbri and
David M. Liebovitz and
Bradley A. Malin},
title = {Discovering de facto diagnosis specialties},
booktitle = {Proceedings of the 6th {ACM} Conference on Bioinformatics, Computational
Biology and Health Informatics, {BCB} 2015, Atlanta, GA, USA, September
9-12, 2015},
pages = {7--16},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808719.2808720},
doi = {10.1145/2808719.2808720},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/LuZGFLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangGKDDCGH15,
author = {Aston Zhang and
Amit Goyal and
Weize Kong and
Hongbo Deng and
Anlei Dong and
Yi Chang and
Carl A. Gunter and
Jiawei Han},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {143--152},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767697},
doi = {10.1145/2766462.2767697},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangGKDDCGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/KongLLZCA15,
author = {Weize Kong and
Rui Li and
Jie Luo and
Aston Zhang and
Yi Chang and
James Allan},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {Predicting Search Intent Based on Pre-Search Context},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {503--512},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767757},
doi = {10.1145/2766462.2767757},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/KongLLZCA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ZhangXCGHW14,
author = {Aston Zhang and
Xing Xie and
Kevin Chen{-}Chuan Chang and
Carl A. Gunter and
Jiawei Han and
XiaoFeng Wang},
editor = {Sihem Amer{-}Yahia and
Vassilis Christophides and
Anastasios Kementsietsidis and
Minos N. Garofalakis and
Stratos Idreos and
Vincent Leroy},
title = {Privacy Risk in Anonymized Heterogeneous Information Networks},
booktitle = {Proceedings of the 17th International Conference on Extending Database
Technology, {EDBT} 2014, Athens, Greece, March 24-28, 2014},
pages = {595--606},
publisher = {OpenProceedings.org},
year = {2014},
url = {https://doi.org/10.5441/002/edbt.2014.53},
doi = {10.5441/002/EDBT.2014.53},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/ZhangXCGHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FuZX14,
author = {Hao Fu and
Aston Zhang and
Xing Xie},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {De-anonymizing social graphs via node similarity},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {263--264},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577366},
doi = {10.1145/2567948.2577366},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FuZX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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