Stop the war!
Остановите войну!
for scientists:
default search action
BibTeX records: Zhengang Li
@inproceedings{DBLP:conf/aaai/ShenDLKLLWW24, author = {Xuan Shen and Peiyan Dong and Lei Lu and Zhenglun Kong and Zhengang Li and Ming Lin and Chao Wu and Yanzhi Wang}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {18944--18951}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i17.29860}, doi = {10.1609/AAAI.V38I17.29860}, timestamp = {Wed, 27 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ShenDLKLLWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aicas/ChenLYWY23, author = {Olivia Chen and Zhengang Li and Tomoharu Yamauchi and Yanzhi Wang and Nobuyuki Yoshikawa}, title = {Performance Assessment of an Extremely Energy-Efficient Binary Neural Network Using Adiabatic Superconductor Devices}, booktitle = {5th {IEEE} International Conference on Artificial Intelligence Circuits and Systems, {AICAS} 2023, Hangzhou, China, June 11-13, 2023}, pages = {1--5}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/AICAS57966.2023.10168607}, doi = {10.1109/AICAS57966.2023.10168607}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aicas/ChenLYWY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/LiXDCW23, author = {Zhengang Li and Yanyue Xie and Peiyan Dong and Olivia Chen and Yanzhi Wang}, title = {Invited: Algorithm-Software-Hardware Co-Design for Deep Learning Acceleration}, booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco, CA, USA, July 9-13, 2023}, pages = {1--4}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/DAC56929.2023.10247939}, doi = {10.1109/DAC56929.2023.10247939}, timestamp = {Sun, 24 Sep 2023 13:31:06 +0200}, biburl = {https://dblp.org/rec/conf/dac/LiXDCW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/date/ChangYLSLMLXQLFW23, author = {Sung{-}En Chang and Geng Yuan and Alec Lu and Mengshu Sun and Yanyu Li and Xiaolong Ma and Zhengang Li and Yanyue Xie and Minghai Qin and Xue Lin and Zhenman Fang and Yanzhi Wang}, title = {{ESRU:} Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit {DNN} Training}, booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition, {DATE} 2023, Antwerp, Belgium, April 17-19, 2023}, pages = {1--6}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.23919/DATE56975.2023.10137222}, doi = {10.23919/DATE56975.2023.10137222}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/date/ChangYLSLMLXQLFW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hpca/DongSLXLKMLLFW23, author = {Peiyan Dong and Mengshu Sun and Alec Lu and Yanyue Xie and Kenneth Liu and Zhenglun Kong and Xin Meng and Zhengang Li and Xue Lin and Zhenman Fang and Yanzhi Wang}, title = {HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers}, booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture, {HPCA} 2023, Montreal, QC, Canada, February 25 - March 1, 2023}, pages = {442--455}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/HPCA56546.2023.10071047}, doi = {10.1109/HPCA56546.2023.10071047}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hpca/DongSLXLKMLLFW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/LiLAJWP23, author = {Hongyu Li and Zhengang Li and Neset {\"{U}}nver Akmandor and Huaizu Jiang and Yanzhi Wang and Taskin Padir}, title = {StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2023, London, UK, May 29 - June 2, 2023}, pages = {4826--4833}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICRA48891.2023.10160924}, doi = {10.1109/ICRA48891.2023.10160924}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/LiLAJWP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micro/LiYYZXDTYTWC23, author = {Zhengang Li and Geng Yuan and Tomoharu Yamauchi and Masoud Zabihi and Yanyue Xie and Peiyan Dong and Xulong Tang and Nobuyuki Yoshikawa and Devesh Tiwari and Yanzhi Wang and Olivia Chen}, title = {SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices}, booktitle = {Proceedings of the 56th Annual {IEEE/ACM} International Symposium on Microarchitecture, {MICRO} 2023, Toronto, ON, Canada, 28 October 2023 - 1 November 2023}, pages = {584--598}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3613424.3623771}, doi = {10.1145/3613424.3623771}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/micro/LiYYZXDTYTWC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-12216, author = {Masoud Zabihi and Yanyue Xie and Zhengang Li and Peiyan Dong and Geng Yuan and Olivia Chen and Massoud Pedram and Yanzhi Wang}, title = {A Life-Cycle Energy and Inventory Analysis of Adiabatic Quantum-Flux-Parametron Circuits}, journal = {CoRR}, volume = {abs/2307.12216}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.12216}, doi = {10.48550/ARXIV.2307.12216}, eprinttype = {arXiv}, eprint = {2307.12216}, timestamp = {Tue, 01 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-12216.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-12212, author = {Zhengang Li and Geng Yuan and Tomoharu Yamauchi and Masoud Zabihi and Yanyue Xie and Peiyan Dong and Xulong Tang and Nobuyuki Yoshikawa and Devesh Tiwari and Yanzhi Wang and Olivia Chen}, title = {SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices}, journal = {CoRR}, volume = {abs/2309.12212}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.12212}, doi = {10.48550/ARXIV.2309.12212}, eprinttype = {arXiv}, eprint = {2309.12212}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-12212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05693, author = {Xuan Shen and Peiyan Dong and Lei Lu and Zhenglun Kong and Zhengang Li and Ming Lin and Chao Wu and Yanzhi Wang}, title = {Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge}, journal = {CoRR}, volume = {abs/2312.05693}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05693}, doi = {10.48550/ARXIV.2312.05693}, eprinttype = {arXiv}, eprint = {2312.05693}, timestamp = {Wed, 03 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05693.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/gpb/XiaDFLZBZLZLLWYXJZ22, author = {Zhongqiang Xia and Xuelei Dai and Wei Fan and Changying Liu and Meirong Zhang and Peipei Bian and Yuping Zhou and Liang Li and Baozhong Zhu and Shuman Liu and Zhengang Li and Xiling Wang and Maode Yu and Zhonghuai Xiang and Yu Jiang and Aichun Zhao}, title = {Chromosome-level Genomes Reveal the Genetic Basis of Descending Dysploidy and Sex Determination in \emph{Morus} Plants}, journal = {Genom. Proteom. Bioinform.}, volume = {20}, number = {6}, pages = {1119--1137}, year = {2022}, url = {https://doi.org/10.1016/j.gpb.2022.08.005}, doi = {10.1016/J.GPB.2022.08.005}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/gpb/XiaDFLZBZLZLLWYXJZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/NiuLMDZQLWR22, author = {Wei Niu and Zhengang Li and Xiaolong Ma and Peiyan Dong and Gang Zhou and Xuehai Qian and Xue Lin and Yanzhi Wang and Bin Ren}, title = {{GRIM:} {A} General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {10}, pages = {6224--6239}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3089687}, doi = {10.1109/TPAMI.2021.3089687}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/NiuLMDZQLWR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/LiSNLFSCY22, author = {Zhengang Li and Ganshang Si and Zhiqiang Ning and Jiaxiang Liu and Yonghua Fang and Beibei Si and Zhen Cheng and Changping Yang}, title = {Highly Sensitive Sphere-Tube Coupled Photoacoustic Cell Suitable for Detection of a Variety of Trace Gases: {NO2} as an Example}, journal = {Sensors}, volume = {22}, number = {1}, pages = {281}, year = {2022}, url = {https://doi.org/10.3390/s22010281}, doi = {10.3390/S22010281}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/LiSNLFSCY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tecs/YuanDSNLCLLJLRTW22, author = {Geng Yuan and Peiyan Dong and Mengshu Sun and Wei Niu and Zhengang Li and Yuxuan Cai and Yanyu Li and Jun Liu and Weiwen Jiang and Xue Lin and Bin Ren and Xulong Tang and Yanzhi Wang}, title = {Mobile or FPGA? {A} Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework}, journal = {{ACM} Trans. Embed. Comput. Syst.}, volume = {21}, number = {5}, pages = {65:1--65:22}, year = {2022}, url = {https://doi.org/10.1145/3528578}, doi = {10.1145/3528578}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tecs/YuanDSNLCLLJLRTW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhangYFMZLTLLLF22, author = {Tianyun Zhang and Shaokai Ye and Xiaoyu Feng and Xiaolong Ma and Kaiqi Zhang and Zhengang Li and Jian Tang and Sijia Liu and Xue Lin and Yongpan Liu and Makan Fardad and Yanzhi Wang}, title = {StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {33}, number = {5}, pages = {2259--2273}, year = {2022}, url = {https://doi.org/10.1109/TNNLS.2020.3045153}, doi = {10.1109/TNNLS.2020.3045153}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhangYFMZLTLLLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/MaLYHZYTLFQLMW22, author = {Xiaolong Ma and Sheng Lin and Shaokai Ye and Zhezhi He and Linfeng Zhang and Geng Yuan and Sia Huat Tan and Zhengang Li and Deliang Fan and Xuehai Qian and Xue Lin and Kaisheng Ma and Yanzhi Wang}, title = {Non-Structured {DNN} Weight Pruning - Is It Beneficial in Any Platform?}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {33}, number = {9}, pages = {4930--4944}, year = {2022}, url = {https://doi.org/10.1109/TNNLS.2021.3063265}, doi = {10.1109/TNNLS.2021.3063265}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/MaLYHZYTLFQLMW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/todaes/GongYZNLZCLRLTW22, author = {Yifan Gong and Geng Yuan and Zheng Zhan and Wei Niu and Zhengang Li and Pu Zhao and Yuxuan Cai and Sijia Liu and Bin Ren and Xue Lin and Xulong Tang and Yanzhi Wang}, title = {Automatic Mapping of the Best-Suited {DNN} Pruning Schemes for Real-Time Mobile Acceleration}, journal = {{ACM} Trans. Design Autom. Electr. Syst.}, volume = {27}, number = {5}, pages = {47:1--47:26}, year = {2022}, url = {https://doi.org/10.1145/3495532}, doi = {10.1145/3495532}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/todaes/GongYZNLZCLRLTW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangZLZZZLW22, author = {Yonghua Wang and Jingchi Zhang and Zhengang Li and Xing Zeng and Zhen Zhang and Diankai Zhang and Yunlin Long and Ning Wang}, title = {Neural Network-based In-Loop Filter for {CLIC} 2022}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {1773--1776}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00189}, doi = {10.1109/CVPRW56347.2022.00189}, timestamp = {Mon, 29 Aug 2022 11:44:03 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/WangZLZZZLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/SunLLMYXTLLWLF22, author = {Mengshu Sun and Zhengang Li and Alec Lu and Haoyu Ma and Geng Yuan and Yanyue Xie and Hao Tang and Yanyu Li and Miriam Leeser and Zhangyang Wang and Xue Lin and Zhenman Fang}, editor = {Rob Oshana}, title = {FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results}, booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco, California, USA, July 10 - 14, 2022}, pages = {1394--1395}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3489517.3530618}, doi = {10.1145/3489517.3530618}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dac/SunLLMYXTLLWLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/ChangYLSLMLXQLF22, author = {Sung{-}En Chang and Geng Yuan and Alec Lu and Mengshu Sun and Yanyu Li and Xiaolong Ma and Zhengang Li and Yanyue Xie and Minghai Qin and Xue Lin and Zhenman Fang and Yanzhi Wang}, editor = {Rob Oshana}, title = {Hardware-efficient stochastic rounding unit design for {DNN} training: late breaking results}, booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco, California, USA, July 10 - 14, 2022}, pages = {1396--1397}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3489517.3530619}, doi = {10.1145/3489517.3530619}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dac/ChangYLSLMLXQLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fpga/SunLLLCMLF22, author = {Mengshu Sun and Zhengang Li and Alec Lu and Yanyu Li and Sung{-}En Chang and Xiaolong Ma and Xue Lin and Zhenman Fang}, editor = {Michael Adler and Paolo Ienne}, title = {{FILM-QNN:} Efficient {FPGA} Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization}, booktitle = {{FPGA} '22: The 2022 {ACM/SIGDA} International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022 - 1 March 2022}, pages = {134--145}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3490422.3502364}, doi = {10.1145/3490422.3502364}, timestamp = {Mon, 14 Feb 2022 10:33:28 +0100}, biburl = {https://dblp.org/rec/conf/fpga/SunLLLCMLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fpl/LiSLMYX0LLWLF22, author = {Zhengang Li and Mengshu Sun and Alec Lu and Haoyu Ma and Geng Yuan and Yanyue Xie and Hao Tang and Yanyu Li and Miriam Leeser and Zhangyang Wang and Xue Lin and Zhenman Fang}, title = {Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization}, booktitle = {32nd International Conference on Field-Programmable Logic and Applications, {FPL} 2022, Belfast, United Kingdom, August 29 - Sept. 2, 2022}, pages = {109--116}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/FPL57034.2022.00027}, doi = {10.1109/FPL57034.2022.00027}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fpl/LiSLMYX0LLWLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JinRZHLCW0T22, author = {Qing Jin and Jian Ren and Richard Zhuang and Sumant Hanumante and Zhengang Li and Zhiyu Chen and Yanzhi Wang and Kaiyuan Yang and Sergey Tulyakov}, title = {F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization}, 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=\_CfpJazzXT2}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/JinRZHLCW0T22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/Li0LLLWJ22, author = {Zhengang Li and Sheng Lin and Shan Liu and Songnan Li and Xue Lin and Wei Wang and Wei Jiang}, title = {FAIVconf: Face Enhancement for AI-Based Video Conference with Low Bit-Rate}, booktitle = {{IEEE} International Conference on Multimedia and Expo Workshops, {ICME} Workshops 2022, Taipei, Taiwan, July 18-22, 2022}, pages = {1--4}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICMEW56448.2022.9859370}, doi = {10.1109/ICMEW56448.2022.9859370}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/Li0LLLWJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isqed/MaYLGZNZZLTLRW22, author = {Xiaolong Ma and Geng Yuan and Zhengang Li and Yifan Gong and Tianyun Zhang and Wei Niu and Zheng Zhan and Pu Zhao and Ning Liu and Jian Tang and Xue Lin and Bin Ren and Yanzhi Wang}, title = {{BLCR:} Towards Real-time {DNN} Execution with Block-based Reweighted Pruning}, booktitle = {23rd International Symposium on Quality Electronic Design, {ISQED} 2022, Santa Clara, CA, USA, April 6-7, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ISQED54688.2022.9806237}, doi = {10.1109/ISQED54688.2022.9806237}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isqed/MaYLGZNZZLTLRW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/ChengXLZWLKG22, author = {Hao Cheng and Kaidi Xu and Zhengang Li and Pu Zhao and Chenan Wang and Xue Lin and Bhavya Kailkhura and Ryan A. Goldhahn}, title = {More or Less (MoL): Defending against Multiple Perturbation Attacks on Deep Neural Networks through Model Ensemble and Compression}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops, {WACV} - Workshops, Waikoloa, HI, USA, January 4-8, 2022}, pages = {645--655}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/WACVW54805.2022.00071}, doi = {10.1109/WACVW54805.2022.00071}, timestamp = {Tue, 28 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/ChengXLZWLKG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-05239, author = {Qing Jin and Jian Ren and Richard Zhuang and Sumant Hanumante and Zhengang Li and Zhiyu Chen and Yanzhi Wang and Kaiyuan Yang and Sergey Tulyakov}, title = {F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization}, journal = {CoRR}, volume = {abs/2202.05239}, year = {2022}, url = {https://arxiv.org/abs/2202.05239}, eprinttype = {arXiv}, eprint = {2202.05239}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-05239.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-04090, author = {Zhengang Li and Sheng Lin and Shan Liu and Songnan Li and Xue Lin and Wei Wang and Wei Jiang}, title = {FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate}, journal = {CoRR}, volume = {abs/2207.04090}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.04090}, doi = {10.48550/ARXIV.2207.04090}, eprinttype = {arXiv}, eprint = {2207.04090}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-04090.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-05163, author = {Zhengang Li and Mengshu Sun and Alec Lu and Haoyu Ma and Geng Yuan and Yanyue Xie and Hao Tang and Yanyu Li and Miriam Leeser and Zhangyang Wang and Xue Lin and Zhenman Fang}, title = {Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization}, journal = {CoRR}, volume = {abs/2208.05163}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.05163}, doi = {10.48550/ARXIV.2208.05163}, eprinttype = {arXiv}, eprint = {2208.05163}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-05163.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-08459, author = {Hongyu Li and Zhengang Li and Neset {\"{U}}nver Akmandor and Huaizu Jiang and Yanzhi Wang and Taskin Padir}, title = {StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks}, journal = {CoRR}, volume = {abs/2209.08459}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.08459}, doi = {10.48550/ARXIV.2209.08459}, eprinttype = {arXiv}, eprint = {2209.08459}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-08459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08110, author = {Peiyan Dong and Mengshu Sun and Alec Lu and Yanyue Xie and Kenneth Liu and Zhenglun Kong and Xin Meng and Zhengang Li and Xue Lin and Zhenman Fang and Yanzhi Wang}, title = {HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers}, journal = {CoRR}, volume = {abs/2211.08110}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08110}, doi = {10.48550/ARXIV.2211.08110}, eprinttype = {arXiv}, eprint = {2211.08110}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/NiuSLCGSW0LR21, author = {Wei Niu and Mengshu Sun and Zhengang Li and Jou{-}An Chen and Jiexiong Guan and Xipeng Shen and Yanzhi Wang and Sijia Liu and Xue Lin and Bin Ren}, title = {{RT3D:} Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices}, 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 = {9179--9187}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17108}, doi = {10.1609/AAAI.V35I10.17108}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/NiuSLCGSW0LR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aspdac/LiYNCSLRLW21, author = {Hongjia Li and Geng Yuan and Wei Niu and Yuxuan Cai and Mengshu Sun and Zhengang Li and Bin Ren and Xue Lin and Yanzhi Wang}, title = {Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications}, booktitle = {{ASPDAC} '21: 26th Asia and South Pacific Design Automation Conference, Tokyo, Japan, January 18-21, 2021}, pages = {581--586}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3394885.3431627}, doi = {10.1145/3394885.3431627}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aspdac/LiYNCSLRLW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiYNZLCS0KJC0YR21, author = {Zhengang Li and Geng Yuan and Wei Niu and Pu Zhao and Yanyu Li and Yuxuan Cai and Xuan Shen and Zheng Zhan and Zhenglun Kong and Qing Jin and Zhiyu Chen and Sijia Liu and Kaiyuan Yang and Bin Ren and Yanzhi Wang and Xue Lin}, title = {{NPAS:} {A} Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {14255--14266}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Li\_NPAS\_A\_Compiler-Aware\_Framework\_of\_Unified\_Network\_Pruning\_and\_Architecture\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.01403}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiYNZLCS0KJC0YR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/date/YuanBCSFLLMDWBW21, author = {Geng Yuan and Payman Behnam and Yuxuan Cai and Ali Shafiee and Jingyan Fu and Zhiheng Liao and Zhengang Li and Xiaolong Ma and Jieren Deng and Jinhui Wang and Mahdi Nazm Bojnordi and Yanzhi Wang and Caiwen Ding}, title = {TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal {DNN} Accelerators}, booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition, {DATE} 2021, Grenoble, France, February 1-5, 2021}, pages = {926--931}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/DATE51398.2021.9474235}, doi = {10.23919/DATE51398.2021.9474235}, timestamp = {Wed, 21 Jul 2021 10:04:34 +0200}, biburl = {https://dblp.org/rec/conf/date/YuanBCSFLLMDWBW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ShenYNMGLRW21, author = {Xuan Shen and Geng Yuan and Wei Niu and Xiaolong Ma and Jiexiong Guan and Zhengang Li and Bin Ren and Yanzhi Wang}, editor = {Zhi{-}Hua Zhou}, title = {Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {5012--5015}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/715}, doi = {10.24963/IJCAI.2021/715}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/ShenYNMGLRW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isca/YuanBLSLM0QBWD21, author = {Geng Yuan and Payman Behnam and Zhengang Li and Ali Shafiee and Sheng Lin and Xiaolong Ma and Hang Liu and Xuehai Qian and Mahdi Nazm Bojnordi and Yanzhi Wang and Caiwen Ding}, title = {{FORMS:} Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal {DNN} Accelerator}, booktitle = {48th {ACM/IEEE} Annual International Symposium on Computer Architecture, {ISCA} 2021, Virtual Event / Valencia, Spain, June 14-18, 2021}, pages = {265--278}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ISCA52012.2021.00029}, doi = {10.1109/ISCA52012.2021.00029}, timestamp = {Mon, 19 Feb 2024 07:32:07 +0100}, biburl = {https://dblp.org/rec/conf/isca/YuanBLSLM0QBWD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isqed/YuanLMCKSFLZPLR21, author = {Geng Yuan and Zhiheng Liao and Xiaolong Ma and Yuxuan Cai and Zhenglun Kong and Xuan Shen and Jingyan Fu and Zhengang Li and Chengming Zhang and Hongwu Peng and Ning Liu and Ao Ren and Jinhui Wang and Yanzhi Wang}, title = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge {AI}}, booktitle = {22nd International Symposium on Quality Electronic Design, {ISQED} 2021, Santa Clara, CA, USA, April 7-9, 2021}, pages = {135--141}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ISQED51717.2021.9424332}, doi = {10.1109/ISQED51717.2021.9424332}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isqed/YuanLMCKSFLZPLR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YuanMNLKLGZHJWQ21, author = {Geng Yuan and Xiaolong Ma and Wei Niu and Zhengang Li and Zhenglun Kong and Ning Liu and Yifan Gong and Zheng Zhan and Chaoyang He and Qing Jin and Siyue Wang and Minghai Qin and Bin Ren and Yanzhi Wang and Sijia Liu and Xue Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {{MEST:} Accurate and Fast Memory-Economic Sparse Training Framework on the Edge}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {20838--20850}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/ae3f4c649fb55c2ee3ef4d1abdb79ce5-Abstract.html}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/YuanMNLKLGZHJWQ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rtas/YuanDSNLCLJLRTW21, author = {Geng Yuan and Peiyan Dong and Mengshu Sun and Wei Niu and Zhengang Li and Yuxuan Cai and Jun Liu and Weiwen Jiang and Xue Lin and Bin Ren and Xulong Tang and Yanzhi Wang}, title = {Work in Progress: Mobile or FPGA? {A} Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework}, booktitle = {27th {IEEE} Real-Time and Embedded Technology and Applications Symposium, {RTAS} 2021, Nashville, TN, USA, May 18-21, 2021}, pages = {493--496}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/RTAS52030.2021.00060}, doi = {10.1109/RTAS52030.2021.00060}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/rtas/YuanDSNLCLJLRTW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09144, author = {Geng Yuan and Payman Behnam and Zhengang Li and Ali Shafiee and Sheng Lin and Xiaolong Ma and Hang Liu and Xuehai Qian and Mahdi Nazm Bojnordi and Yanzhi Wang and Caiwen Ding}, title = {{FORMS:} Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal {DNN} Accelerator}, journal = {CoRR}, volume = {abs/2106.09144}, year = {2021}, url = {https://arxiv.org/abs/2106.09144}, eprinttype = {arXiv}, eprint = {2106.09144}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09144.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09166, author = {Geng Yuan and Zhiheng Liao and Xiaolong Ma and Yuxuan Cai and Zhenglun Kong and Xuan Shen and Jingyan Fu and Zhengang Li and Chengming Zhang and Hongwu Peng and Ning Liu and Ao Ren and Jinhui Wang and Yanzhi Wang}, title = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge {AI}}, journal = {CoRR}, volume = {abs/2106.09166}, year = {2021}, url = {https://arxiv.org/abs/2106.09166}, eprinttype = {arXiv}, eprint = {2106.09166}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15304, author = {Xuan Shen and Geng Yuan and Wei Niu and Xiaolong Ma and Jiexiong Guan and Zhengang Li and Bin Ren and Yanzhi Wang}, title = {Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices}, journal = {CoRR}, volume = {abs/2106.15304}, year = {2021}, url = {https://arxiv.org/abs/2106.15304}, eprinttype = {arXiv}, eprint = {2106.15304}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15304.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-11033, author = {Wei Niu and Zhengang Li and Xiaolong Ma and Peiyan Dong and Gang Zhou and Xuehai Qian and Xue Lin and Yanzhi Wang and Bin Ren}, title = {{GRIM:} {A} General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity}, journal = {CoRR}, volume = {abs/2108.11033}, year = {2021}, url = {https://arxiv.org/abs/2108.11033}, eprinttype = {arXiv}, eprint = {2108.11033}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-11033.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-14032, author = {Geng Yuan and Xiaolong Ma and Wei Niu and Zhengang Li and Zhenglun Kong and Ning Liu and Yifan Gong and Zheng Zhan and Chaoyang He and Qing Jin and Siyue Wang and Minghai Qin and Bin Ren and Yanzhi Wang and Sijia Liu and Xue Lin}, title = {{MEST:} Accurate and Fast Memory-Economic Sparse Training Framework on the Edge}, journal = {CoRR}, volume = {abs/2110.14032}, year = {2021}, url = {https://arxiv.org/abs/2110.14032}, eprinttype = {arXiv}, eprint = {2110.14032}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-14032.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-11581, author = {Yifan Gong and Geng Yuan and Zheng Zhan and Wei Niu and Zhengang Li and Pu Zhao and Yuxuan Cai and Sijia Liu and Bin Ren and Xue Lin and Xulong Tang and Yanzhi Wang}, title = {Automatic Mapping of the Best-Suited {DNN} Pruning Schemes for Real-Time Mobile Acceleration}, journal = {CoRR}, volume = {abs/2111.11581}, year = {2021}, url = {https://arxiv.org/abs/2111.11581}, eprinttype = {arXiv}, eprint = {2111.11581}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-11581.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/TaoQYWZLWZ20, author = {Hao Tao and Jian Qian and Li Yu and Hongkui Wang and Wenhao Zhang and Zhengang Li and Ning Wang and Xing Zeng}, title = {Post-Processing Network Based on Dense Inception Attention for Video Compression}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020}, pages = {547--551}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w7/Tao\_Post-Processing\_Network\_Based\_on\_Dense\_Inception\_Attention\_for\_Video\_Compression\_CVPRW\_2020\_paper.html}, doi = {10.1109/CVPRW50498.2020.00072}, timestamp = {Tue, 31 Aug 2021 14:00:09 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/TaoQYWZLWZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dac/DongWNZLLGRLT20, author = {Peiyan Dong and Siyue Wang and Wei Niu and Chengming Zhang and Sheng Lin and Zhengang Li and Yifan Gong and Bin Ren and Xue Lin and Dingwen Tao}, title = {RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition}, booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco, CA, USA, July 20-24, 2020}, pages = {1--6}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/DAC18072.2020.9218499}, doi = {10.1109/DAC18072.2020.9218499}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dac/DongWNZLLGRLT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LiKZ0LLD20, author = {Bingbing Li and Zhenglun Kong and Tianyun Zhang and Ji Li and Zhengang Li and Hang Liu and Caiwen Ding}, editor = {Trevor Cohn and Yulan He and Yang Liu}, title = {Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2020, Online Event, 16-20 November 2020}, series = {Findings of {ACL}}, volume = {{EMNLP} 2020}, pages = {3187--3199}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.findings-emnlp.286}, doi = {10.18653/V1/2020.FINDINGS-EMNLP.286}, timestamp = {Wed, 23 Mar 2022 10:11:55 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/LiKZ0LLD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/glvlsi/Gong0LNMWRDLXW20, author = {Yifan Gong and Zheng Zhan and Zhengang Li and Wei Niu and Xiaolong Ma and Wenhao Wang and Bin Ren and Caiwen Ding and Xue Lin and Xiaolin Xu and Yanzhi Wang}, editor = {Tinoosh Mohsenin and Weisheng Zhao and Yiran Chen and Onur Mutlu}, title = {A Privacy-Preserving-Oriented {DNN} Pruning and Mobile Acceleration Framework}, booktitle = {{GLSVLSI} '20: Great Lakes Symposium on {VLSI} 2020, Virtual Event, China, September 7-9, 2020}, pages = {119--124}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3386263.3407650}, doi = {10.1145/3386263.3407650}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/glvlsi/Gong0LNMWRDLXW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/socc/YuanMLLDD20, author = {Geng Yuan and Xiaolong Ma and Sheng Lin and Zhengang Li and Jieren Deng and Caiwen Ding}, title = {A {DNN} Compression Framework for SOT-MRAM-based Processing-In-Memory Engine}, booktitle = {33rd {IEEE} International System-on-Chip Conference, SoCC 2020, Las Vegas, NV, USA, September 8-11, 2020}, pages = {37--42}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SOCC49529.2020.9524757}, doi = {10.1109/SOCC49529.2020.9524757}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/socc/YuanMLLDD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-08357, author = {Xiaolong Ma and Zhengang Li and Yifan Gong and Tianyun Zhang and Wei Niu and Zheng Zhan and Pu Zhao and Jian Tang and Xue Lin and Bin Ren and Yanzhi Wang}, title = {{BLK-REW:} {A} Unified Block-based {DNN} Pruning Framework using Reweighted Regularization Method}, journal = {CoRR}, volume = {abs/2001.08357}, year = {2020}, url = {https://arxiv.org/abs/2001.08357}, eprinttype = {arXiv}, eprint = {2001.08357}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-08357.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-08839, author = {Zhengang Li and Yifan Gong and Xiaolong Ma and Sijia Liu and Mengshu Sun and Zheng Zhan and Zhenglun Kong and Geng Yuan and Yanzhi Wang}, title = {SS-Auto: {A} Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency}, journal = {CoRR}, volume = {abs/2001.08839}, year = {2020}, url = {https://arxiv.org/abs/2001.08839}, eprinttype = {arXiv}, eprint = {2001.08839}, timestamp = {Mon, 03 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-08839.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-11474, author = {Peiyan Dong and Siyue Wang and Wei Niu and Chengming Zhang and Sheng Lin and Zhengang Li and Yifan Gong and Bin Ren and Xue Lin and Yanzhi Wang and Dingwen Tao}, title = {RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition}, journal = {CoRR}, volume = {abs/2002.11474}, year = {2020}, url = {https://arxiv.org/abs/2002.11474}, eprinttype = {arXiv}, eprint = {2002.11474}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-11474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-06513, author = {Zheng Zhan and Yifan Gong and Zhengang Li and Pu Zhao and Xiaolong Ma and Wei Niu and Xiaolin Xu and Bin Ren and Yanzhi Wang and Xue Lin}, title = {A Privacy-Preserving {DNN} Pruning and Mobile Acceleration Framework}, journal = {CoRR}, volume = {abs/2003.06513}, year = {2020}, url = {https://arxiv.org/abs/2003.06513}, eprinttype = {arXiv}, eprint = {2003.06513}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-06513.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-09835, author = {Wei Niu and Mengshu Sun and Zhengang Li and Jou{-}An Chen and Jiexiong Guan and Xipeng Shen and Yanzhi Wang and Xue Lin and Bin Ren}, title = {Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices}, journal = {CoRR}, volume = {abs/2007.09835}, year = {2020}, url = {https://arxiv.org/abs/2007.09835}, eprinttype = {arXiv}, eprint = {2007.09835}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-09835.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-08065, author = {Bingbing Li and Zhenglun Kong and Tianyun Zhang and Ji Li and Zhengang Li and Hang Liu and Caiwen Ding}, title = {Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning}, journal = {CoRR}, volume = {abs/2009.08065}, year = {2020}, url = {https://arxiv.org/abs/2009.08065}, eprinttype = {arXiv}, eprint = {2009.08065}, timestamp = {Tue, 25 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-08065.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-00596, author = {Zhengang Li and Geng Yuan and Wei Niu and Yanyu Li and Pu Zhao and Yuxuan Cai and Xuan Shen and Zheng Zhan and Zhenglun Kong and Qing Jin and Zhiyu Chen and Sijia Liu and Kaiyuan Yang and Bin Ren and Yanzhi Wang and Xue Lin}, title = {6.7ms on Mobile with over 78{\%} ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration}, journal = {CoRR}, volume = {abs/2012.00596}, year = {2020}, url = {https://arxiv.org/abs/2012.00596}, eprinttype = {arXiv}, eprint = {2012.00596}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-00596.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangLCYWYWL19, author = {Hongkui Wang and Junhui Liang and Yamei Chen and Hailang Yang and Shengwei Wang and Li Yu and Ning Wang and Zhengang Li}, title = {RDO-based Secondary Prediction Scheme for Image Compression}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019}, pages = {0}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2019}, url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/CLIC\_2019/Wang\_RDO-based\_Secondary\_Prediction\_Scheme\_for\_Image\_Compression\_CVPRW\_2019\_paper.html}, timestamp = {Mon, 30 Aug 2021 17:04:30 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/WangLCYWYWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nanoarch/MaYLLSW19, author = {Xiaolong Ma and Geng Yuan and Sheng Lin and Zhengang Li and Hao Sun and Yanzhi Wang}, title = {ResNet Can Be Pruned 60{\texttimes}: Introducing Network Purification and Unused Path Removal {(P-RM)} after Weight Pruning}, booktitle = {{IEEE/ACM} International Symposium on Nanoscale Architectures, {NANOARCH} 2019, Qingdao, China, July 17-19, 2019}, pages = {1--2}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/NANOARCH47378.2019.181304}, doi = {10.1109/NANOARCH47378.2019.181304}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nanoarch/MaYLLSW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pcs/XuQ0WZLW19, author = {Xiaoyu Xu and Jian Qian and Li Yu and Hongkui Wang and Xing Zeng and Zhengang Li and Ning Wang}, title = {Dense Inception Attention Neural Network for In-Loop Filter}, booktitle = {Picture Coding Symposium, {PCS} 2019, Ningbo, China, November 12-15, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/PCS48520.2019.8954499}, doi = {10.1109/PCS48520.2019.8954499}, timestamp = {Thu, 06 Feb 2020 14:14:45 +0100}, biburl = {https://dblp.org/rec/conf/pcs/XuQ0WZLW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-09769, author = {Shaokai Ye and Xiaoyu Feng and Tianyun Zhang and Xiaolong Ma and Sheng Lin and Zhengang Li and Kaidi Xu and Wujie Wen and Sijia Liu and Jian Tang and Makan Fardad and Xue Lin and Yongpan Liu and Yanzhi Wang}, title = {Progressive {DNN} Compression: {A} Key to Achieve Ultra-High Weight Pruning and Quantization Rates using {ADMM}}, journal = {CoRR}, volume = {abs/1903.09769}, year = {2019}, url = {http://arxiv.org/abs/1903.09769}, eprinttype = {arXiv}, eprint = {1903.09769}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-09769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-00136, author = {Xiaolong Ma and Geng Yuan and Sheng Lin and Zhengang Li and Hao Sun and Yanzhi Wang}, title = {ResNet Can Be Pruned 60x: Introducing Network Purification and Unused Path Removal {(P-RM)} after Weight Pruning}, journal = {CoRR}, volume = {abs/1905.00136}, year = {2019}, url = {http://arxiv.org/abs/1905.00136}, eprinttype = {arXiv}, eprint = {1905.00136}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-00136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-02124, author = {Yanzhi Wang and Shaokai Ye and Zhezhi He and Xiaolong Ma and Linfeng Zhang and Sheng Lin and Geng Yuan and Sia Huat Tan and Zhengang Li and Deliang Fan and Xuehai Qian and Xue Lin and Kaisheng Ma}, title = {Non-structured {DNN} Weight Pruning Considered Harmful}, journal = {CoRR}, volume = {abs/1907.02124}, year = {2019}, url = {http://arxiv.org/abs/1907.02124}, eprinttype = {arXiv}, eprint = {1907.02124}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-02124.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-05416, author = {Geng Yuan and Xiaolong Ma and Sheng Lin and Zhengang Li and Caiwen Ding}, title = {A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed {DNN} Implementation}, journal = {CoRR}, volume = {abs/1912.05416}, year = {2019}, url = {http://arxiv.org/abs/1912.05416}, eprinttype = {arXiv}, eprint = {1912.05416}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-05416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscid/LiXZ17, author = {Zhengang Li and Yong Xiong and Lei Zhou}, title = {ROS-Based Indoor Autonomous Exploration and Navigation Wheelchair}, booktitle = {10th International Symposium on Computational Intelligence and Design, {ISCID} 2017, Hangzhou, China, December 9-10, 2017 - Volume 2}, pages = {132--135}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ISCID.2017.55}, doi = {10.1109/ISCID.2017.55}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/iscid/LiXZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.