Hai (Helen) Li

62 papers A* 11A 4B 2C 4Misc 1Journal 25Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. AAAI Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai (Helen) Li
2026	J	`jnl`	Skilled AI Agents for Embedded and IoT Systems Development. CoRR Yiming Li, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai (Helen) Li, Yiran Chen, Tingjun Chen
2025	—	`conf`	Efficient Neuro-Symbolic Policy using In-Memory Computing. NeuS Tergel Molom-Ochir, Naman Saxena, JiWoo Kim, Yiran Chen, Zhangyang (Atlas) Wang, Miroslav Pajic, Hai (Helen) Li
2025	J	`jnl`	Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. CoRR Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai (Helen) Li, Yiran Chen
2025	C	`conf`	MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs. ISCAS Tergel Molom-Ochir, Brady Taylor, Hai (Helen) Li, Yiran Chen
2024	J	`jnl`	Athena - The NSF AI Institute for Edge Computing. AI Mag. Yiran Chen, Suman Banerjee, Shaundra Daily, Jeffery Krolik, Hai (Helen) Li, Daniel B. Limbrick, Miroslav Pajic, Rajashi Runton, Lin Zhong
2024	J	`jnl`	FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. CoRR Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai (Helen) Li
2024	C	`conf`	Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration. ISCAS Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai (Helen) Li
2024	A*	`conf`	ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security Symposium Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li
2023	—	`conf`	DefT: Boosting Scalability of Deformable Convolution Operations on GPUs. ASPLOS (3) Edward Hanson, Mark Horton, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
2023	J	`jnl`	ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs. IEEE Trans. Emerg. Top. Comput. Biresh Kumar Joardar, Janardhan Rao Doppa, Hai (Helen) Li, Krishnendu Chakrabarty, Partha Pratim Pande
2023	J	`jnl`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen
2022	J	`jnl`	Introduction to the Special Issue on Accelerating AI on the Edge - Part 2. ACM Trans. Embed. Comput. Syst. Muhammad Shafique, Theocharis Theocharides, Hai (Helen) Li, Chun Jason Xue
2022	J	`jnl`	Rethinking Normalization Methods in Federated Learning. CoRR Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen
2021	J	`jnl`	Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement. ACM J. Emerg. Technol. Comput. Syst. Qing Yang, Jiachen Mao, Zuoguan Wang, Hai (Helen) Li
2021	A*	`conf`	ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition. MICRO Shiyu Li, Edward Hanson, Xuehai Qian, Hai (Helen) Li, Yiran Chen
2020	J	`jnl`	3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks. ACM J. Emerg. Technol. Comput. Syst. Bing Li, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Joe X. Qiu, Hai (Helen) Li
2020	—	`ed.`	MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, Virtual Event, Iceland, November 16-20, 2020 MLCAD Ulf Schlichtmann, Raviv Gal, Hussam Amrouch, Hai (Helen) Li
2020	—	`conf`	Reliable and Robust RRAM-based Neuromorphic Computing. ACM Great Lakes Symposium on VLSI Grace Li Zhang, Bing Li, Ying Zhu, Shuhang Zhang, Tianchen Wang, Yiyu Shi, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann
2019	—	`conf`	Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li
2019	—	`ch.`	Designing Neuromorphic Computing Systems with Memristor Devices. Handbook of Memristor Networks Amr Mahmoud Hassan, Chenchen Liu, Chaofei Yang, Hai (Helen) Li, Yiran Chen
2019	—	`conf`	Efficient Process-in-Memory Architecture Design for Unsupervised GAN-based Deep Learning using ReRAM. ACM Great Lakes Symposium on VLSI Fan Chen, Linghao Song, Hai (Helen) Li
2019	A*	`conf`	Feature Space Perturbations Yield More Transferable Adversarial Examples. CVPR Nathan Inkawhich, Wei Wen, Hai (Helen) Li, Yiran Chen
2019	Misc	`conf`	Taming extreme heterogeneity via machine learning based design of autonomous manycore systems. CODES+ISSS Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. ACM J. Emerg. Technol. Comput. Syst. Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai (Helen) Li
2018	A*	`conf`	A neuromorphic design using chaotic mott memristor with relaxation oscillation. DAC Bonan Yan, Xiong Cao, Hai (Helen) Li
2018	J	`jnl`	Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. Integr. Yiran Chen, Hai (Helen) Li, Chunpeng Wu, Chang Song, Sicheng Li, Chuhan Min, Hsin-Pai Cheng, Wei Wen, Xiaoxiao Liu
2018	A	`conf`	SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting. ICCAD Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen
2017	—	`conf`	Brain-inspired computing accelerated by memristor technology. NANOCOM Chenchen Liu, Fuqiang Liu, Hai (Helen) Li
2017	J	`jnl`	Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses. CoRR Yandan Wang, Wei Wen, Linghao Song, Hai (Helen) Li
2017	J	`jnl`	Editorial. IEEE Trans. Very Large Scale Integr. Syst. 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 Tehranipoor, Aida Todri-Sanial, Miroslav N. Velev, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Stacey Weber Jackson
2017	J	`jnl`	Giant Spin-Hall assisted STT-RAM and logic design. Integr. Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
2017	A*	`conf`	Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks. DAC Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai (Helen) Li
2017	J	`jnl`	Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. IEEE Consumer Electron. Mag. Hai (Helen) Li, Yiran Chen, Chenchen Liu, John Paul Strachan, Noraica Davila
2017	A*	`conf`	Rescuing Memristor-based Neuromorphic Design with High Defects. DAC Chenchen Liu, Miao Hu, John Paul Strachan, Hai (Helen) Li
2016	J	`jnl`	A Neuromorphic Architecture for Context Aware Text Image Recognition. J. Signal Process. Syst. Qinru Qiu, Zhe Li, Khadeer Ahmed, Wei Liu, Syed Faisal Habib, Hai (Helen) Li, Miao Hu
2016	C	`conf`	A neuromorphic ASIC design using one-selector-one-memristor crossbar. ISCAS Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li
2016	J	`jnl`	ApesNet: a pixel-wise efficient segmentation network for embedded devices. IET Cyper-Phys. Syst.: Theory & Appl. Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai (Helen) Li, Yiran Chen
2016	J	`jnl`	Array Organization and Data Management Exploration in Racetrack Memory. IEEE Trans. Computers Zhenyu Sun, Xiuyuan Bi, Wenqing Wu, Sungjoo Yoo, Hai (Helen) Li
2016	A	`conf`	Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ. ISLPED 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
2016	J	`jnl`	Guest Editorial: Design and Applications of Neuromorphic Computing System. IEEE Trans. Multi Scale Comput. Syst. Hai (Helen) Li, Qinru Qiu, Yu Wang
2016	C	`conf`	Heterogeneous systems with reconfigurable neuromorphic computing accelerators. ISCAS Sicheng Li, Xiaoxiao Liu, Mengjie Mao, Hai (Helen) Li, Yiran Chen, Boxun Li, Yu Wang
2016	J	`jnl`	Library-Based Placement and Routing in FPGAs with Support of Partial Reconfiguration. ACM Trans. Design Autom. Electr. Syst. Fubing Mao, Yi-Chung Chen, Wei Zhang, Hai (Helen) Li, Bingsheng He
2016	J	`jnl`	Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jianlei Yang, Peiyuan Wang, Yaojun Zhang, Yuanqing Cheng, Weisheng Zhao, Yiran Chen, Hai (Helen) Li
2016	—	`conf`	Spin-Hall Assisted STT-RAM Design and Discussion. SLIP Enes Eken, Ismail Bayram, Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai (Helen) Li, Yiran Chen
2015	—	`ed.`	Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20 - 22, 2015 ACM Great Lakes Symposium on VLSI Alex K. Jones, Hai (Helen) Li, Ayse K. Coskun, Martin Margala
2015	—	`conf`	Spiking-based matrix computation by leveraging memristor crossbar array. CISDA Hai (Helen) Li, Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Yiran Chen, Weijie Zhu, Qing Wu, Hao Jiang
2015	—	`conf`	The evolutionary spintronic technologies and their usage in high performance computing. SoCC Hai (Helen) Li, Xiuyuan Bi, Zhenyu Sun
2014	A*	`conf`	Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory. DAC Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai (Helen) Li
2014	—	`ed.`	Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21 - 23, 2014 ACM Great Lakes Symposium on VLSI Joseph R. Cavallaro, Tong Zhang, Alex K. Jones, Hai (Helen) Li
2014	A	`conf`	ICE: Inline calibration for memristor crossbar-based computing engine. DATE Boxun Li, Yu Wang, Yiran Chen, Hai (Helen) Li, Huazhong Yang
2014	—	`conf`	Neuromorphic acceleration for context aware text image recognition. SiPS Qinru Qiu, Zhe Li, Khadeer Ahmed, Hai (Helen) Li, Miao Hu
2013	B	`conf`	A hardware security scheme for RRAM-based FPGA. FPL Yi-Chung Chen, Wei Zhang, Hai (Helen) Li
2013	A	`conf`	A practical low-power memristor-based analog neural branch predictor. ISLPED Jianxing Wang, Yenni Tim, Weng-Fai Wong, Hai (Helen) Li
2013	—	`conf`	Coordinating prefetching and STT-RAM based last-level cache management for multicore systems. ACM Great Lakes Symposium on VLSI Mengjie Mao, Hai (Helen) Li, Alex K. Jones, Yiran Chen
2013	A*	`conf`	Cross-layer racetrack memory design for ultra high density and low power consumption. DAC Zhenyu Sun, Wenqing Wu, Hai (Helen) Li
2013	B	`conf`	Memristor-based synapse design and a case study in reconfigurable systems. IJCNN Feng Ji, Hai (Helen) Li, Bryant T. Wysocki, Clare Thiem, Nathan R. McDonald
2012	A*	`conf`	Statistical memristor modeling and case study in neuromorphic computing. DAC Robinson E. Pino, Hai (Helen) Li, Yiran Chen, Miao Hu, Beiye Liu
2011	A*	`conf`	Multi retention level STT-RAM cache designs with a dynamic refresh scheme. MICRO Zhenyu Sun, Xiuyuan Bi, Hai (Helen) Li, Weng-Fai Wong, Zhong-Liang Ong, Xiaochun Zhu, Wenqing Wu
2011	J	`jnl`	Spintronic Memristor: Compact Model and Statistical Analysis. J. Low Power Electron. Miao Hu, Hai (Helen) Li, Yiran Chen, Xiaobin Wang
2011	J	`jnl`	Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation. IET Comput. Digit. Tech. Xiangyu Dong, Xiaoxia Wu, Yuan Xie, Yiran Chen, Hai (Helen) Li