Hai (Helen) Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 38

Top Topics

Normalization Method

Computing Systems

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

Yiran Chen, Suman Banerjee, Shaundra Daily, Jeffery Krolik, Hai (Helen) Li, Daniel B. Limbrick, Miroslav Pajic, Rajashi Runton, Lin Zhong
Athena - The NSF AI Institute for Edge Computing. AI Mag. 45 (1) (2024)
Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li
ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security Symposium (2024)
Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li
Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS (2024)
Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen
DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. ASPLOS (3) (2023)
Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR (2023)
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai (Helen) Li, Krishnendu Chakrabarty, Partha Pratim Pande
ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR (2023)
Muhammad Shafique, Theocharis Theocharides, Hai (Helen) Li, Chun Jason Xue
Introduction to the Special Issue on Accelerating AI on the Edge - Part 2. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen
Rethinking Normalization Methods in Federated Learning. CoRR (2022)
Shiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen
ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. MICRO (2021)
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai (Helen) Li
Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement. ACM J. Emerg. Technol. Comput. Syst. 17 (4) (2021)
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)
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) (2020)
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) (2019)
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)
Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen
Feature Space Perturbations Yield More Transferable Adversarial Examples. CVPR (2019)
Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li
Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC (2019)
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)
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)
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 (2018)
Bonan Yan, Xiong Cao, Hai (Helen) Li
A neuromorphic design using chaotic mott memristor with relaxation oscillation. DAC (2018)
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 (2017)
Chenchen Liu, Miao Hu, John Paul Strachan, Hai (Helen) Li
Rescuing Memristor-based Neuromorphic Design with High Defects. DAC (2017)
Chenchen Liu, Fuqiang Liu, Hai (Helen) Li
Brain-inspired computing accelerated by memristor technology. NANOCOM (2017)
Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai (Helen) Li
Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks. DAC (2017)
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) (2017)
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 M. 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) (2017)
Yandan Wang, Wei Wen, Linghao Song, Hai (Helen) Li
Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses. CoRR (2017)
Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
Spin-Hall Assisted STT-RAM Design and Discussion. SLIP (2016)
Sicheng Li, Xiaoxiao Liu, Mengjie Mao, Hai (Helen) Li, Yiran Chen, Boxun Li, Yu Wang
Heterogeneous systems with reconfigurable neuromorphic computing accelerators. ISCAS (2016)
Qinru Qiu, Zhe Li, Khadeer Ahmed, Wei Liu, Syed Faisal Habib, Hai (Helen) Li, Miao Hu
A Neuromorphic Architecture for Context Aware Text Image Recognition. J. Signal Process. Syst. 84 (3) (2016)
Zhenyu Sun, Xiuyuan Bi, Wenqing Wu, Sungjoo Yoo, Hai (Helen) Li
Array Organization and Data Management Exploration in Racetrack Memory. IEEE Trans. Computers 65 (4) (2016)
Hai (Helen) Li, Qinru Qiu, Yu Wang
Guest Editorial: Design and Applications of Neuromorphic Computing System. IEEE Trans. Multi Scale Comput. Syst. 2 (4) (2016)
Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li
A neuromorphic ASIC design using one-selector-one-memristor crossbar. ISCAS (2016)
Zheng Li, Xiuyuan Bi, Hai (Helen) Li, Yiran Chen, Jianying Qin, Peng Guo, Wenjie Kong, Wenshan Zhan, Xiufeng Han, Hong Zhang, Lingling Wang, Guanping Wu, Hanming Wu
Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ. ISLPED (2016)
Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai (Helen) Li, Yiran Chen
ApesNet: a pixel-wise efficient segmentation network for embedded devices. IET Cyper-Phys. Syst.: Theory & Appl. 1 (1) (2016)
Jianlei Yang, Peiyuan Wang, Yaojun Zhang, Yuanqing Cheng, Weisheng Zhao, Yiran Chen, Hai (Helen) Li
Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (3) (2016)
Fubing Mao, Yi-Chung Chen, Wei Zhang, Hai (Helen) Li, Bingsheng He
Library-Based Placement and Routing in FPGAs with Support of Partial Reconfiguration. ACM Trans. Design Autom. Electr. Syst. 21 (4) (2016)
Hai (Helen) Li, Xiuyuan Bi, Zhenyu Sun
The evolutionary spintronic technologies and their usage in high performance computing. SoCC (2015)
Hai (Helen) Li, Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Yiran Chen, Weijie Zhu, Qing Wu, Hao Jiang
Spiking-based matrix computation by leveraging memristor crossbar array. CISDA (2015)
Boxun Li, Yu Wang, Yiran Chen, Hai (Helen) Li, Huazhong Yang
ICE: Inline calibration for memristor crossbar-based computing engine. DATE (2014)
Qinru Qiu, Zhe Li, Khadeer Ahmed, Hai (Helen) Li, Miao Hu
Neuromorphic acceleration for context aware text image recognition. SiPS (2014)
Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li
Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. DAC (2014)
Zhenyu Sun, Wenqing Wu, Hai (Helen) Li
Cross-layer racetrack memory design for ultra high density and low power consumption. DAC (2013)
Feng Ji, Hai (Helen) Li, Bryant T. Wysocki, Clare Thiem, Nathan R. McDonald
Memristor-based synapse design and a case study in reconfigurable systems. IJCNN (2013)
Mengjie Mao, Hai (Helen) Li, Alex K. Jones, Yiran Chen
Coordinating prefetching and STT-RAM based last-level cache management for multicore systems. ACM Great Lakes Symposium on VLSI (2013)
Yi-Chung Chen, Wei Zhang, Hai (Helen) Li
A hardware security scheme for RRAM-based FPGA. FPL (2013)
Jianxing Wang, Yenni Tim, Weng-Fai Wong, Hai (Helen) Li
A practical low-power memristor-based analog neural branch predictor. ISLPED (2013)
Robinson E. Pino, Hai (Helen) Li, Yiran Chen, Miao Hu, Beiye Liu
Statistical memristor modeling and case study in neuromorphic computing. DAC (2012)
Miao Hu, Hai (Helen) Li, Yiran Chen, Xiaobin Wang
Spintronic Memristor: Compact Model and Statistical Analysis. J. Low Power Electron. 7 (2) (2011)
Xiangyu Dong, Xiaoxia Wu, Yuan Xie, Yiran Chen, Hai (Helen) Li
Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation. IET Comput. Digit. Tech. 5 (3) (2011)
Zhenyu Sun, Xiuyuan Bi, Hai (Helen) Li, Weng-Fai Wong, Zhong-Liang Ong, Xiaochun Zhu, Wenqing Wu
Multi retention level STT-RAM cache designs with a dynamic refresh scheme. MICRO (2011)