BibTeX records: Zhengang Li

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@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}
}
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