Hai Helen Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 95

Top Topics

Computing Systems

Hierarchical Classification

Top Venues

Publications

Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen
Peeking Behind the Curtains of Residual Learning. CoRR (2024)
Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Helen Li, Yiran Chen
Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. CoRR (2024)
Charles Augustine, Hai Helen Li
ISLPED 2022: An Experience of a Hybrid Conference in the Time of COVID-19. IEEE Des. Test 40 (1) (2023)
Hai Helen Li
Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems - ISICAS 2023. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoLLAs (2023)
Weisheng Zhao, Hai Helen Li, Domenico Zito
Outgoing Editorial. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Helen Li
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. CoRR (2023)
Eric C. Yeats, Frank Liu, Hai Helen Li
Disentangling Learning Representations with Density Estimation. CoRR (2023)
Ziru Li, Qilin Zheng, Yiran Chen, Hai Helen Li
SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li
Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC (2023)
Edward Hanson, Shiyu Li, Xuehai Qian, Hai Helen Li, Yiran Chen
DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs. IEEE Trans. Computers 72 (3) (2023)
Chung-Hsuan Tung, Biresh Kumar Joardar, Partha Pratim Pande, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty
Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars. DATE (2023)
Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Ryan Luley, Yiran Chen, Hai Helen Li
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection. CoRR (2023)
Hai Helen Li
MWSCAS Guest Editorial Special Issue Based on the 64th International Midwest Symposium on Circuits and Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (1) (2023)
Jingyang Zhang, Yiran Chen, Hai Helen Li
Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CoRR (2022)
Eric C. Yeats, Frank Liu, David Womble, Hai Helen Li
NashAE: Disentangling Representations Through Adversarial Covariance Minimization. ECCV (27) (2022)
Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. CoRR (2022)
Grace Li Zhang, Shuhang Zhang, Hai Helen Li, Ulf Schlichtmann
RRAM-based Neuromorphic Computing: Data Representation, Architecture, Logic, and Programming. DSD (2022)
Hai Helen Li
Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems - ISICAS 2022. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (12) (2022)
Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. CVPR (2022)
Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty, Partha Pratim Pande
Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Jingyang Zhang, Yiran Chen, Hai Helen Li
Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CVPR Workshops (2022)
Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen
Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. ISCA (2022)
Guangyu Feng, Bokyung Kim, Hai Helen Li
Bionic Robust Memristor-Based Artificial Nociception System for Robotics. ISCAS (2022)
Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen
Next Generation Federated Learning for Edge Devices: An Overview. CIC (2022)
Matthew Inkawhich, Nathan Inkawhich, Hai Helen Li, Yiran Chen
Self-Trained Proposal Networks for the Open World. CoRR (2022)
Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoRR (2022)
Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen
On Building Efficient and Robust Neural Network Designs. IEEECONF (2022)
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. CoRR (2021)
Shuhang Zhang, Hai Helen Li, Ulf Schlichtmann
Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars. ASP-DAC (2021)
Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Helen Li, Yiran Chen
Exploring Applications of STT-RAM in GPU Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. DAC (2021)
Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. DATE (2021)
Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li
1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity. ISCAS (2021)
Wenhong Ma, Guoqi Xie, Renfa Li, Weichen Liu, Hai Helen Li, Wanli Chang
Efficient AUTOSAR-Compliant CAN-FD Frame Packing with Observed Optimality. DATE (2021)
Eren Kurshan, Hai Helen Li, Mingoo Seok, Yuan Xie
A Case for 3D Integrated System Design for Neuromorphic Computing & AI Applications. CoRR (2021)
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. ICCAD (2021)
Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li
Parallelism in Deep Learning Accelerators. ASP-DAC (2020)
Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen
Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. ICASSP (2020)
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)
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) (2020)
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) (2020)
Matthew Inkawhich, Yiran Chen, Hai Helen Li
Snooping Attacks on Deep Reinforcement Learning. AAMAS (2020)
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 (2020)
Chang Song, Elias Fallon, Hai Helen Li
Improving Adversarial Robustness in Weight-quantized Neural Networks. CoRR (2020)
Ziru Li, Bonan Yan, Hai Helen Li
ReSiPE: ReRAM-based Single-Spiking Processing-In-Memory Engine. DAC (2020)
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)
Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans
Neural Predictor for Neural Architecture Search. ECCV (29) (2020)
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)
Shuhang Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann
A Pulse-width Modulation Neuron with Continuous Activation for Processing-In-Memory Engines. DATE (2020)
Chaofei Yang, Lei Ding, Yiran Chen, Hai Helen Li
Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces. CoRR (2020)
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)
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)
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)
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)
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)
Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
RED: A ReRAM-based Deconvolution Accelerator. DATE (2019)
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)
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 (2019)
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)
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)
Shuhang Zhang, Grace Li Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann
Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing. DATE (2019)
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 (2019)
Wei Wen, Feng Yan, Hai Helen Li
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. CoRR (2019)
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)
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 M. 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) (2019)
Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
RED: A ReRAM-based Deconvolution Accelerator. CoRR (2019)
Bonan Yan, Bing Li, Ximing Qiao, Cheng-Xin Xue, Meng-Fan Chang, Yiran Chen, Hai Helen Li
Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives. Adv. Intell. Syst. 1 (7) (2019)
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) (2019)
Matthew Inkawhich, Yiran Chen, Hai Helen Li
Snooping Attacks on Deep Reinforcement Learning. CoRR (2019)
Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen
Learning Efficient Sparse Structures in Speech Recognition. ICASSP (2019)
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 (2019)
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) (2018)
Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li
ReRAM-based accelerator for deep learning. DATE (2018)
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)
Houxiang Ji, Linghao Song, Li Jiang, Hai Helen Li, Yiran Chen
ReCom: An efficient resistive accelerator for compressed deep neural networks. DATE (2018)
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)
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)
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) (2018)
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) (2018)
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)
Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Helen Li, Yiran Chen
GraphR: Accelerating Graph Processing Using ReRAM. HPCA (2018)
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)
Hai Helen Li
W1A: Memories. SoCC (2017)
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) (2017)
Yiran Chen, Hai Helen Li, Ismail Bayram, Enes Eken
Recent Technology Advances of Emerging Memories. IEEE Des. Test 34 (3) (2017)
Amr M. Hassan, Hai Helen Li, Yiran Chen
Hardware implementation of echo state networks using memristor double crossbar arrays. IJCNN (2017)
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) (2017)
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) (2017)
Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai Helen Li
Group Scissor: Scaling Neuromorphic Computing Design to Big Neural Networks. CoRR (2017)
Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. DATE (2017)
Yandan Wang, Wei Wen, Linghao Song, Hai Helen Li
Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses. ASP-DAC (2017)
Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen
Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. DATE (2017)
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)
Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai Helen Li, Yiran Chen
ApesNet: A Pixel-wise Efficient Segmentation Network. ESTIMedia (2016)
Eunhyuk Park, Sungjoo Yoo, Sunggu Lee, Hai Helen Li
Accelerating graph computation with racetrack memory and pointer-assisted graph representation. DATE (2014)