Google
Google Scholar
Semantic Scholar
MS Academic
CiteSeerX
ORCIDHai Helen Li
Hai (Helen) Li – Hai Li 0001
Person information
- affiliation: Duke University, Department of Electrical and Computer Engineering
- affiliation: University of Pittsburgh, Department of Electrical and Computer Engineering
- affiliation: NYU Polytechnic Institute, Department of Electrical and Computer Engineering
- affiliation: Seagate Technology LLC, Bloomington, USA
- affiliation: Intel Corporation, Santa Clara, USA
- affiliation: Qualcomm Inc., San Diego, USA
- affiliation: Purdue University, Electrical and Computer Engineering
Other persons with the same name
- Hai Li — disambiguation page
- Hai Li 0002 — National University of Defense Technology, Changsha, School of Computer
- Hai Li 0003 — University of Lancaster, Department of Computing (and 1 more)
- Hai Li 0004 — Plymouth University, School of Computing and Mathematics
- Hai Li 0005
![[0000-0002-6240-7688]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6240-7688")
— Beijing Institute of Technology, School of Information and Electronics, China - Hai Li 0006 — Weill Cornell Medicical College, Houston, Methodist Hospital Research Institute (and 2 more)
- Hai Li 0007 — University of East Anglia, Norwich, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2020
[j52]Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li:
Adversarial Attack: A New Threat to Smart Devices and How to Defend It. IEEE Consumer Electron. Mag. 9(4): 49-55 (2020)- [j51]Guohe Zhang, Bing Li, Jianxing Wu, Ran Wang, Yazhu Lan, Li Sun, Shaochong Lei, Hai Li, Yiran Chen:
A low-cost and high-speed hardware implementation of spiking neural network. Neurocomputing 382: 106-115 (2020) - [j50]Bing Li, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Joe X. Qiu, Hai (Helen) Li:
3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 16(2): 20:1-20:24 (2020) - [j49]Hai Helen Li, Wei Zhang, Swarup Bhunia, Wujie Wen:
Introduction to the Special Issue on New Trends in Nanoelectronic Device, Circuit, and Architecture Design, Part 1. ACM J. Emerg. Technol. Comput. Syst. 16(3): 24:1-24:3 (2020) - [j48]Wei Zhang, Hai Helen Li, Wujie Wen, Swarup Bhunia:
Guest Editorial: ACM JETC Special Issue on New Trends in Nanolectronic Device, Circuit, and Architecture Design: Part 2. ACM J. Emerg. Technol. Comput. Syst. 16(4): 35:1-35:3 (2020) - [j47]Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran:
Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2192-2205 (2020) - [c197]Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen:
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI 2020: 6829-6836 - [c196]Shuhang Zhang, Grace Li Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann:
Lifetime Enhancement for RRAM-based Computing-In-Memory Engine Considering Aging and Thermal Effects. AICAS 2020: 11-15 - [c195]Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu:
Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation. ASP-DAC 2020: 145-150 - [c194]Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen:
PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM. ASP-DAC 2020: 175-180 - [c193]Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li:
Parallelism in Deep Learning Accelerators. ASP-DAC 2020: 645-650 - [c192]Matthew Inkawhich, Yiran Chen, Hai Helen Li:
Snooping Attacks on Deep Reinforcement Learning. AAMAS 2020: 557-565 - [c191]Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen:
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CVPR Workshops 2020: 2899-2908 - [c190]Ziru Li, Bonan Yan, Hai Helen Li:
ReSiPE: ReRAM-based Single-Spiking Processing-In-Memory Engine. DAC 2020: 1-6 - [c189]Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li:
Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. DAC 2020: 1-6 - [c188]Shuhang Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann:
A Pulse-width Modulation Neuron with Continuous Activation for Processing-In-Memory Engines. DATE 2020: 1426-1431 - [c187]Yitu Wang, Fan Chen, Linghao Song, C.-J. Richard Shi, Hai Helen Li, Yiran Chen:
ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. DATE 2020: 1472-1477 - [c186]Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans:
Neural Predictor for Neural Architecture Search. ECCV (29) 2020: 660-676 - [c185]Grace Li Zhang, Bing Li, Ying Zhu, Shuhang Zhang, Tianchen Wang, Yiyu Shi, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann:
Reliable and Robust RRAM-based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI 2020: 33-38 - [c184]Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen:
AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators. HPCA 2020: 342-355 - [c183]Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen:
Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. ICASSP 2020: 3037-3041 - [c182]Chunpeng Wu, Hai Li:
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training. IJCNN 2020: 1-8 - [c181]Chunpeng Wu, Bin Ni, Hai Li:
Redistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer. IJCNN 2020: 1-8 - [i40]Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen:
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CoRR abs/2004.09031 (2020) - [i39]Shiyu Li, Edward Hanson, Hai Li, Yiran Chen:
PENNI: Pruned Kernel Sharing for Efficient CNN Inference. CoRR abs/2005.07133 (2020) - [i38]Chaofei Yang, Lei Ding, Yiran Chen, Hai Helen Li:
Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces. CoRR abs/2006.07421 (2020) - [i37]Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Helen Li, Yiran Chen:
NASGEM: Neural Architecture Search via Graph Embedding Method. CoRR abs/2007.04452 (2020) - [i36]Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li:
DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles. CoRR abs/2009.14720 (2020)
2010 – 2019
- 2019
- [j46]Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai (Helen) Li:
Thread Batching for High-performance Energy-efficient GPU Memory Design. ACM J. Emerg. Technol. Comput. Syst. 15(4): 39:1-39:21 (2019) - [j45]Shuo Li, Nong Xiao, Peng Wang, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Helen Li, Jason Cong, Tao Zhang:
RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses. IEEE Trans. Computers 68(2): 239-254 (2019) - [j44]Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao:
Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 57-69 (2019) - [j43]Massimo Alioto, Magdy S. Abadir, Tughrul Arslan, Chirn Chye Boon, Andreas Burg, Chip-Hong Chang, Meng-Fan Chang, Yao-Wen Chang, Poki Chen, Pasquale Corsonello, Paolo Crovetti, Shiro Dosho, Rolf Drechsler, Ibrahim Abe M. Elfadel, Ruonan Han, Masanori Hashimoto, Chun-Huat Heng, Deukhyoun Heo, Tsung-Yi Ho, Houman Homayoun, Yuh-Shyan Hwang, Ajay Joshi, Rajiv V. Joshi, Tanay Karnik, Chulwoo Kim, Tony Tae-Hyoung Kim, Jaydeep Kulkarni, Volkan Kursun, Yoonmyung Lee, Hai Helen Li, Huawei Li, Prabhat Mishra, Baker Mohammad, Mehran Mozaffari Kermani, Makoto Nagata, Koji Nii, Partha Pratim Pande, Bipul C. Paul, Vasilis F. Pavlidis, José Pineda de Gyvez, Ioannis Savidis, Patrick Schaumont, Fabio Sebastiano, Anirban Sengupta, Mingoo Seok, Mircea R. Stan, Mark Mohammad Tehranipoor, Aida Todri-Sanial, Marian Verhelst, Valerio Vignoli, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Jun Zhou, Mark Zwolinski, Stacey Weber:
Editorial TVLSI Positioning - Continuing and Accelerating an Upward Trajectory. IEEE Trans. Very Large Scale Integr. Syst. 27(2): 253-280 (2019) - [c180]Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li:
DPATCH: An Adversarial Patch Attack on Object Detectors. SafeAI@AAAI 2019 - [c179]Huanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li:
Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions. SafeAI@AAAI 2019 - [c178]Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen:
Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS 2019: 276-278 - [c177]Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li:
Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC 2019: 224-229 - [c176]Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen:
NeuralHMC: an efficient HMC-based accelerator for deep neural networks. ASP-DAC 2019: 394-399 - [c175]Hsin-Pai Cheng, Juncheng Shen, Huanrui Yang, Qing Wu, Hai Li, Yiran Chen:
AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems. ASP-DAC 2019: 518-525 - [c174]Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Syed Zawad, Feng Yan, Shiyu Li, Hai Helen Li, Yiran Chen:
Towards Decentralized Deep Learning with Differential Privacy. CLOUD 2019: 130-145 - [c173]Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao:
Taming extreme heterogeneity via machine learning based design of autonomous manycore systems. CODES+ISSS 2019: 21:1-21:10 - [c172]Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen:
Feature Space Perturbations Yield More Transferable Adversarial Examples. CVPR 2019: 7066-7074 - [c171]Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen:
MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. DAC 2019: 102 - [c170]Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen:
ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM. DAC 2019: 133 - [c169]Biresh Kumar Joardar, Bing Li, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty:
REGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs. DATE 2019: 522-527 - [c168]Shuhang Zhang, Grace Li Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann:
Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing. DATE 2019: 1751-1756 - [c167]Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li:
RED: A ReRAM-based Deconvolution Accelerator. DATE 2019: 1763-1768 - [c166]Yazhu Lan, Qingli Guo, Guohe Zhang, Yuanchao Xu, Kent W. Nixon, Hai Helen Li, Yiran Chen:
Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting. FPGA 2019: 188-189 - [c165]Fan Chen, Linghao Song, Hai (Helen) Li:
Efficient Process-in-Memory Architecture Design for Unsupervised GAN-based Deep Learning using ReRAM. ACM Great Lakes Symposium on VLSI 2019: 423-428 - [c164]Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen:
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. HPCA 2019: 56-68 - [c163]Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen:
Learning Efficient Sparse Structures in Speech Recognition. ICASSP 2019: 2717-2721 - [c162]Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen:
How to Obtain and Run Light and Efficient Deep Learning Networks. ICCAD 2019: 1-5 - [c161]Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Harris Teague, Yiran Chen, Hai Li:
MSNet: Structural Wired Neural Architecture Search for Internet of Things. ICCV Workshops 2019: 2033-2036 - [c160]Chang Song, Zuoguan Wang, Hai Li:
Feedback Learning for Improving the Robustness of Neural Networks. ICMLA 2019: 686-693 - [c159]Qing Yang, Wei Wen, Zuoguan Wang, Hai Li:
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning. ICMLA 2019: 790-797 - [c158]Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li:
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement. ICTAI 2019: 1401-1405 - [c157]Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li:
Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. ISCAS 2019: 1-5 - [p1]Amr Mahmoud Hassan, Chenchen Liu, Chaofei Yang, Hai (Helen) Li, Yiran Chen:
Designing Neuromorphic Computing Systems with Memristor Devices. Handbook of Memristor Networks 2019: 469-494 - [i35]Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen:
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array. CoRR abs/1901.02067 (2019) - [i34]Matthew Inkawhich, Yiran Chen, Hai Helen Li:
Snooping Attacks on Deep Reinforcement Learning. CoRR abs/1905.11832 (2019) - [i33]Wei Wen, Feng Yan, Hai Helen Li:
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. CoRR abs/1906.02909 (2019) - [i32]Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai Helen Li:
Thread Batching for High-performance Energy-efficient GPU Memory Design. CoRR abs/1906.05922 (2019) - [i31]Qing Yang, Wei Wen, Zuoguan Wang, Hai Li:
Joint Pruning on Activations and Weights for Efficient Neural Networks. CoRR abs/1906.07875 (2019) - [i30]Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai Helen Li, Yiran Chen:
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. CoRR abs/1906.08305 (2019) - [i29]Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li:
RED: A ReRAM-based Deconvolution Accelerator. CoRR abs/1907.02987 (2019) - [i28]Chang Song, Zuoguan Wang, Hai Li:
Feedback Learning for Improving the Robustness of Neural Networks. CoRR abs/1909.05443 (2019) - [i27]Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li:
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement. CoRR abs/1909.06964 (2019) - [i26]Juncheng Shen, Juzheng Liu, Yiran Chen, Hai Li:
Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving. CoRR abs/1909.07632 (2019) - [i25]Chunpeng Wu, Wei Wen, Yiran Chen, Hai Li:
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training. CoRR abs/1909.11308 (2019) - [i24]Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Li, Yiran Chen:
Structural sparsification for Far-field Speaker Recognition with GNA. CoRR abs/1910.11488 (2019) - [i23]Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen:
AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. CoRR abs/1911.09251 (2019) - [i22]Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans:
Neural Predictor for Neural Architecture Search. CoRR abs/1912.00848 (2019) - [i21]Krishnendu Chakrabarty, Tsung-Yi Ho, Hai Li, Ulf Schlichtmann:
Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152). Dagstuhl Reports 9(4): 43-58 (2019) - 2018
- [j42]Bonan Yan, Yiran Chen, Hai Li:
Challenges of memristor based neuromorphic computing system. Sci. China Inf. Sci. 61(6): 060425:1-060425:3 (2018) - [j41]Arindam Basu, Meng-Fan Chang, Elisabetta Chicca, Tanay Karnik, Hai Helen Li, Jae-sun Seo:
Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(1): 1-5 (2018) - [j40]Arindam Basu, Jyotibdha Acharya, Tanay Karnik, Huichu Liu, Hai Helen Li, Jae-sun Seo, Chang Song:
Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(1): 6-27 (2018) - [j39]Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu:
Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. Integr. 61: 49-61 (2018) - [j38]Danghui Wang, Lang Ma, Meng Zhang, Jianfeng An, Hai Helen Li, Yiran Chen:
Shift-Optimized Energy-Efficient Racetrack-Based Main Memory. J. Circuits Syst. Comput. 27(5): 1850081:1-1850081:16 (2018) - [j37]Zihao Liu, Mengjie Mao, Tao Liu, Xue Wang, Wujie Wen, Yiran Chen, Hai Li, Danghui Wang, Yukui Pei, Ning Ge:
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(10): 1985-1998 (2018) - [j36]Alex Pappachen James, Khaled N. Salama, Hai Li, Dalibor Biolek, Giacomo Indiveri, Leon O. Chua:
Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 320-323 (2018) - [c156]Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen:
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems. ASP-DAC 2018: 141-146 - [c155]Fan Chen, Zheng Li, Wang Kang, Weisheng Zhao, Hai Li, Yiran Chen:
Process variation aware data management for magnetic skyrmions racetrack memory. ASP-DAC 2018: 221-226 - [c154]Enes Eken, Ismail Bayram, Hai Helen Li, Yiran Chen:
Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization. ASP-DAC 2018: 375-380 - [c153]Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li:
Running sparse and low-precision neural network: When algorithm meets hardware. ASP-DAC 2018: 534-539 - [c152]Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao:
Spintronics based stochastic computing for efficient Bayesian inference system. ASP-DAC 2018: 580-585 - [c151]Bonan Yan, Xiong Cao, Hai (Helen) Li:
A neuromorphic design using chaotic mott memristor with relaxation oscillation. DAC 2018: 167:1-167:6 - [c150]Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen:
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices. DATE 2018: 109-112 - [c149]Houxiang Ji, Linghao Song, Li Jiang, Hai Helen Li, Yiran Chen:
ReCom: An efficient resistive accelerator for compressed deep neural networks. DATE 2018: 237-240 - [c148]Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li:
ReRAM-based accelerator for deep learning. DATE 2018: 815-820 - [c147]Amr M. Hassan, Aya F. Khalaf, Khaled S. Sayed, Hai Helen Li, Yiran Chen:
Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System. EMBC 2018: 2567-2570 - [c146]Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang:
RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases. HPCA 2018: 518-530 - [c145]Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Helen Li, Yiran Chen:
GraphR: Accelerating Graph Processing Using ReRAM. HPCA 2018: 531-543 - [c144]Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen:
SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting. ICCAD 2018: 132 - [c143]Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li:
Learning Intrinsic Sparse Structures within Long Short-Term Memory. ICLR (Poster) 2018 - [c142]Hao Jiang, Kevin Yamada, Zizhe Ren, Thomas Kwok, Fu Luo, Qing Yang, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Hai Helen Li, Qing Wu, Mark Barnell:
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS 2018: 1-4 - [c141]Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen, Hai Li:
Design and Data Management for Magnetic Racetrack Memory. ISCAS 2018: 1-4 - [c140]Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li:
MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. ISVLSI 2018: 476-481 - [i20]Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao:
Exploiting Spin-Orbit Torque Devices as Reconfigurable Logic for Circuit Obfuscation. CoRR abs/1802.02789 (2018) - [i19]Wei Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Li:
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning. CoRR abs/1805.07898 (2018) - [i18]Xin Liu, Huanrui Yang, Linghao Song, Hai Li, Yiran Chen:
DPatch: Attacking Object Detectors with Adversarial Patches. CoRR abs/1806.02299 (2018) - [i17]Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Yifei Huang, Feng Yan, Hai Li, Yiran Chen:
Differentiable Fine-grained Quantization for Deep Neural Network Compression. CoRR abs/1810.10351 (2018) - [i16]Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Feng Yan, Shiyu Li, Hai Li, Yiran Chen:
LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning. CoRR abs/1811.11124 (2018) - [i15]Nathan Inkawhich, Matthew Inkawhich, Yiran Chen, Hai Li:
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers. CoRR abs/1811.11875 (2018) - [i14]Jingyang Zhang, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen:
Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack. CoRR abs/1812.02524 (2018) - 2017
- [j35]Fen Cheng, Yan Yu, Zhongyuan Zhao, Nan Zhao, Yunfei Chen, Hai Li:
Power Allocation for Cache-Aided Small-Cell Networks With Limited Backhaul. IEEE Access 5: 1272-1283 (2017) - [j34]Hai (Helen) Li, Yiran Chen, Chenchen Liu, John Paul Strachan, Noraica Davila:
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. IEEE Consumer Electron. Mag. 6(1): 94-103 (2017) - [j33]Yiran Chen, Hai Helen Li, Ismail Bayram, Enes Eken:
Recent Technology Advances of Emerging Memories. IEEE Des. Test 34(3): 8-22 (2017) - [j32]Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen:
Giant Spin-Hall assisted STT-RAM and logic design. Integr. 58: 253-261 (2017) - [j31]Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai Li:
An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory. IEEE Trans. Computers 66(9): 1478-1490 (2017) - [j30]Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen:
FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(7): 1167-1180 (2017) - [j29]Miao Hu, Yiran Chen, J. Joshua Yang, Yu Wang, Hai Helen Li:
A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(8): 1353-1366 (2017) - [j28]Krishnendu Chakrabarty, Massimo Alioto, Bevan M. Baas, Chirn Chye Boon, Meng-Fan Chang, Naehyuck Chang, Yao-Wen Chang, Chip-Hong Chang, Shih-Chieh Chang, Poki Chen, Masud H. Chowdhury, Pasquale Corsonello, Ibrahim Abe M. Elfadel, Said Hamdioui, Masanori Hashimoto, Tsung-Yi Ho, Houman Homayoun, Yuh-Shyan Hwang, Rajiv V. Joshi, Tanay Karnik, Mehran Mozaffari Kermani, Chulwoo Kim, Tae-Hyoung Kim, Jaydeep P. Kulkarni, Eren Kursun, Erik Larsson, Hai (Helen) Li, Huawei Li, Patrick P. Mercier, Prabhat Mishra, Makoto Nagata, Arun S. Natarajan, Koji Nii, Partha Pratim Pande, Ioannis Savidis, Mingoo Seok, Sheldon X.-D. Tan, Mark Mohammad Tehranipoor, Aida Todri-Sanial, Miroslav N. Velev, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Stacey Weber Jackson:
Editorial. IEEE Trans. Very Large Scale Integr. Syst. 25(1): 1-20 (2017) - [j27]Xiuyuan Bi, Mengjie Mao, Danghui Wang, Hai Helen Li:
Cross-Layer Optimization for Multilevel Cell STT-RAM Caches. IEEE Trans. Very Large Scale Integr. Syst. 25(6): 1807-1820 (2017) - [c139]Chenchen Liu, Qing Yang, Chi Zhang, Hao Jiang, Qing Wu, Hai Helen Li:
A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. ASP-DAC 2017: 647-652 - [c138]Chuhan Min, Jie Guo, Hai Li, Yiran Chen:
Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer. ASP-DAC 2017: 764-769 - [c137]