Hai (Helen) Li

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Yiran ChenProfessor, Electrical and Computer Engineering, Duke UniversityVerified email at duke.edu
Wei WenResearch Scientist, Facebook AIVerified email at fb.com
Qing WuAir Force Research LaboratoryVerified email at us.af.mil
Chunpeng WuDuke UniversityVerified email at alumni.duke.edu
Linghao SongUCLAVerified email at cs.ucla.edu
Miao HuTetraMem Inc.Verified email at tetramem.com
Zhenyu SunApple IncVerified email at pitt.edu
Beiye LiuResearch Assistant of Electrical Engineering，University of PittsburghVerified email at pitt.edu
Xiuyuan BiPhD candidate of Electrical and Computer Engineering, University of PittsburghVerified email at pitt.edu
Yandan WangMicrosoftVerified email at microsoft.com
Bonan YanAssistant Professor, Peking University, Duke PhD' 20Verified email at pku.edu.cn
Yaojun ZhangPh.D. Student of Electrical Engineering, University of PittsburghVerified email at pitt.edu
Mengjie MaoUniversity of PittsburghVerified email at pitt.edu
Chenchen LiuUniversity of Maryland, Baltimore CountyVerified email at umbc.edu
Wujie WenAssistant Professor, Department of Electrical and Computer Engineering, Lehigh UniversityVerified email at pitt.edu
Kaushik RoyProfessor of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Guangyu SunCenter for Energy Efficient Computing and Applications, Peking UniversityVerified email at pku.edu.cn
Feng YanUniversity of Nevada, RenoVerified email at unr.edu
Weng-Fai WongAssociate Professor of Computer Science, National University of SingaporeVerified email at nus.edu.sg
Yu Wang(汪玉)Department of Electronic Engineering, Tsinghua University, ChinaVerified email at mail.tsinghua.edu.cn

Hai (Helen) Li

Clare Boothe Luce Professor of Electrical and Computer Engineering

Verified email at duke.edu - Homepage

Neuromorphic Computing ML Acceleration & Security Emerging Memories Low-power Design


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning structured sparsity in deep neural networks W Wen, C Wu, Y Wang, Y Chen, H Li Advances in neural information processing systems 29, 2074-2082, 2016	1757	2016
Terngrad: Ternary gradients to reduce communication in distributed deep learning W Wen, C Xu, F Yan, C Wu, Y Wang, Y Chen, H Li arXiv preprint arXiv:1705.07878, 2017	655	2017
Pipelayer: A pipelined reram-based accelerator for deep learning L Song, X Qian, H Li, Y Chen 2017 IEEE International Symposium on High Performance Computer Architecture …, 2017	479	2017
Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement X Dong, X Wu, G Sun, Y Xie, H Li, Y Chen 2008 45th ACM/IEEE Design Automation Conference, 554-559, 2008	395	2008
Spintronic memristor through spin-torque-induced magnetization motion X Wang, Y Chen, H Xi, H Li, D Dimitrov IEEE electron device letters 30 (3), 294-297, 2009	390	2009
Memristor crossbar-based neuromorphic computing system: A case study M Hu, H Li, Y Chen, Q Wu, GS Rose, RW Linderman IEEE transactions on neural networks and learning systems 25 (10), 1864-1878, 2014	305	2014
Multi retention level STT-RAM cache designs with a dynamic refresh scheme Z Sun, X Bi, H Li, WF Wong, ZL Ong, X Zhu, W Wu proceedings of the 44th annual IEEE/ACM international symposium on …, 2011	293*	2011
Emerging non-volatile memories: Opportunities and challenges CJ Xue, Y Zhang, Y Chen, G Sun, JJ Yang, H Li Proceedings of the seventh IEEE/ACM/IFIP international conference on …, 2011	218	2011
DRG-cache: A data retention gated-ground cache for low power A Agarwal, H Li, K Roy Proceedings 2002 Design Automation Conference (IEEE Cat. No. 02CH37324), 473-478, 2002	217	2002
Hardware realization of BSB recall function using memristor crossbar arrays M Hu, H Li, Q Wu, GS Rose DAC Design Automation Conference 2012, 498-503, 2012	187	2012
Faster cnns with direct sparse convolutions and guided pruning J Park, S Li, W Wen, PTP Tang, H Li, Y Chen, P Dubey arXiv preprint arXiv:1608.01409, 2016	175*	2016
A Hybrid Solid-State Storage Architecture for the Performance, Energy Consumption, and Lifetime Improvement YCHL C206. Guangyu Sun, Yongsoo Joo, Yiran Chen, Dimin Niu, Yuan Xie the 16th International Symposium on High-Performance Computer Architecture …, 2010	175*	2010
A single-V/sub t/low-leakage gated-ground cache for deep submicron A Agarwal, H Li, K Roy IEEE Journal of Solid-state circuits 38 (2), 319-328, 2003	172	2003
Rescuing memristor-based neuromorphic design with high defects C Liu, M Hu, JP Strachan, H Li 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017	165	2017
GraphR: Accelerating graph processing using ReRAM L Song, Y Zhuo, X Qian, H Li, Y Chen 2018 IEEE International Symposium on High Performance Computer Architecture …, 2018	152	2018
RENO: A high-efficient reconfigurable neuromorphic computing accelerator design X Liu, M Mao, B Liu, H Li, Y Chen, B Li, Y Wang, H Jiang, M Barnell, Q Wu, ... Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015	150	2015
Deterministic clock gating for microprocessor power reduction H Li, S Bhunia, Y Chen, TN Vijaykumar, K Roy The Ninth International Symposium on High-Performance Computer Architecture …, 2003	148	2003
Generative poisoning attack method against neural networks C Yang, Q Wu, H Li, Y Chen arXiv preprint arXiv:1703.01340, 2017	134	2017
Coordinating filters for faster deep neural networks W Wen, C Xu, C Wu, Y Wang, Y Chen, H Li Proceedings of the IEEE International Conference on Computer Vision, 658-666, 2017	124	2017
Vortex: Variation-aware training for memristor X-bar B Liu, H Li, Y Chen, X Li, Q Wu, T Huang Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015	120	2015

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