Hai Helen Li - RankMe

130 papers A* 14A 23B 2C 5Misc 2Journal 60Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bridging the Perception Gap: A Lightweight Coarse-to-Fine Architecture for Edge Audio Systems. CoRR Hengfan Zhang, Yueqian Lin, Hai Helen Li, Yiran Chen
2026	A*	`conf`	Focus: A Streaming Concentration Architecture for Efficient Vision-Language Models. HPCA Chiyue Wei, Cong Guo, Junyao Zhang, Haoxuan Shan, Yifan Xu, Ziyue Zhang, Yudong Liu, Qinsi Wang, Changchun Zhou, Hai Helen Li, Yiran Chen
2026	A*	`conf`	FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. HPCA Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen
2026	J	`jnl`	MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models. CoRR Zhongxi Wang, Yueqian Lin, Jingyang Zhang, Hai Helen Li, Yiran Chen
2026	—	`conf`	Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication. ASP-DAC Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Helen Li, Yiran Chen
2026	J	`jnl`	PrivAct: Internalizing Contextual Privacy Preservation via Multi-Agent Preference Training. CoRR Yuhan Cheng, Hancheng Ye, Hai Helen Li, Jingwei Sun, Yiran Chen
2026	J	`jnl`	Swimba: Switch Mamba Model Scales State Space Models. CoRR Zhixu Du, Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Hai Helen Li, Yiran Chen
2025	J	`jnl`	AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning. CoRR Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Helen Li, Yiran Chen
2025	J	`jnl`	CAMformer: Associative Memory is All You Need. CoRR Tergel Molom-Ochir, Benjamin F. Morris III, Mark Horton, Chiyue Wei, Cong Guo, Brady Taylor, Peter Liu, Shan X. Wang, Deliang Fan, Hai Helen Li, Yiran Chen
2025	J	`jnl`	DPad: Efficient Diffusion Language Models with Suffix Dropout. CoRR Xinhua Chen, Sitao Huang, Cong Guo, Chiyue Wei, Yintao He, Jianyi Zhang, Hai Helen Li, Yiran Chen
2025	A	`conf`	Designing and Training Neural Networks for Analog In-Sensor Deployment: A Hardware-Aware Analysis. ICCAD Mark Horton, Haoxuan Shan, James Kiessling, Huanrui Yang, Yiran Chen, Hai Helen Li
2025	J	`jnl`	Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. CoRR Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Helen Li, Yiran Chen
2025	J	`jnl`	FractalCloud: A Fractal-Inspired Architecture for Efficient Large-Scale Point Cloud Processing. CoRR Yuzhe Fu, Changchun Zhou, Hancheng Ye, Bowen Duan, Qiyu Huang, Chiyue Wei, Cong Guo, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey. Trans. Mach. Learn. Res. Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Helen Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
2025	J	`jnl`	HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding. CoRR Yueqian Lin, Qinsi Wang, Hancheng Ye, Yuzhe Fu, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. CoRR Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Helen Li, Yiran Chen
2025	A*	`conf`	Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. HPCA Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. CoRR Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao (Frank) Yang, Hai Helen Li, Yiran Chen
2025	A	`conf`	SpeechPrune: Context-Aware Token Pruning for Speech Information Retrieval. ICME Yueqian Lin, Yuzhe Fu, Jingyang Zhang, Yudong Liu, Jianyi Zhang, Jingwei Sun, Hai Helen Li, Yiran Chen
2025	—	`conf`	Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models. ACL (1) Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Helen Li, Ziwei Liu, Kiyoharu Aizawa
2025	J	`jnl`	Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play. CoRR Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai Helen Li, Kun Wan, Wentian Zhao
2025	J	`jnl`	Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap. CoRR Yueqian Lin, Zhengmian Hu, Qinsi Wang, Yudong Liu, Hengfan Zhang, Jayakumar Subramanian, Nikos Vlassis, Hai Helen Li, Yiran Chen
2025	A	`conf`	qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. DATE Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen
2024	A	`conf`	AI Models for Edge Computing: Hardware-aware Optimizations for Efficiency. DATE Hai Helen Li
2024	A	`conf`	EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research. ICCAD Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Yiran Chen, Hai Helen Li
2024	A	`conf`	Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Helen Li, Yiran Chen
2024	—	`conf`	Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices. ISVLSI Minxue Tang, Jingwei Sun, Hai Helen Li, Yiran Chen
2024	J	`jnl`	Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models. CoRR Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li
2024	—	`conf`	MulPi: A Multi-Class and Patient-Independent Computing-in-SRAM Seizure Classifier. BioCAS Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Nicky Ramos, Eric C. Yeats, Yiran Chen, Hai Helen Li
2024	J	`jnl`	Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. IEEE Trans. Circuits Syst. II Express Briefs Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li
2024	J	`jnl`	Peeking Behind the Curtains of Residual Learning. CoRR Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen
2024	J	`jnl`	Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers. CoRR Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Helen Li, Yiran Chen
2024	J	`jnl`	qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers. CoRR Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Helen Li, Yiran Chen
2023	A*	`conf`	Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture. DAC Qilin Zheng, Shiyu Li, Yitu Wang, Ziru Li, Yiran Chen, Hai Helen Li
2023	A*	`conf`	Disentangling Learning Representations with Density Estimation. ICLR Eric C. Yeats, Frank Y. Liu, Hai Helen Li
2023	J	`jnl`	Disentangling Learning Representations with Density Estimation. CoRR Eric C. Yeats, Frank Liu, Hai Helen Li
2023	J	`jnl`	DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs. IEEE Trans. Computers Edward Hanson, Shiyu Li, Xuehai Qian, Hai Helen Li, Yiran Chen
2023	A	`conf`	Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars. DATE Chung-Hsuan Tung, Biresh Kumar Joardar, Partha Pratim Pande, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty
2023	—	`conf`	Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoLLAs Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2023	J	`jnl`	Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems - ISICAS 2023. IEEE Trans. Circuits Syst. I Regul. Pap. Hai Helen Li
2023	J	`jnl`	ISLPED 2022: An Experience of a Hybrid Conference in the Time of COVID-19. IEEE Des. Test Charles Augustine, Hai Helen Li
2023	J	`jnl`	MWSCAS Guest Editorial Special Issue Based on the 64th International Midwest Symposium on Circuits and Systems. IEEE Trans. Circuits Syst. I Regul. Pap. Hai Helen Li
2023	J	`jnl`	Outgoing Editorial. IEEE Trans. Circuits Syst. I Regul. Pap. Weisheng Zhao, Hai Helen Li, Domenico Zito
2023	J	`jnl`	SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion. CoRR Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Helen Li
2023	J	`jnl`	SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection. CoRR Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Ryan Luley, Yiran Chen, Hai Helen Li
2023	J	`jnl`	SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons. IEEE Trans. Circuits Syst. II Express Briefs Ziru Li, Qilin Zheng, Yiran Chen, Hai Helen Li
2022	J	`jnl`	Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Helen Li, Krishnendu Chakrabarty, Partha Pratim Pande
2022	C	`conf`	Bionic Robust Memristor-Based Artificial Nociception System for Robotics. ISCAS Guangyu Feng, Bokyung Kim, Hai Helen Li
2022	A*	`conf`	Cascading structured pruning: enabling high data reuse for sparse DNN accelerators. ISCA Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen
2022	J	`jnl`	FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. CoRR Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen
2022	A*	`conf`	FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning. CVPR Minxue Tang, Xuefei Ning, Yitu Wang, Jingwei Sun, Yu Wang, Hai Helen Li, Yiran Chen
2022	J	`jnl`	Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification. CoRR Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2022	J	`jnl`	Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems - ISICAS 2022. IEEE Trans. Circuits Syst. I Regul. Pap. Hai Helen Li
2022	A	`ed.`	ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1 - 3, 2022 ISLPED Hai Helen Li, Charles Augustine, Ayse Kivilcim Coskun, Swaroop Ghosh
2022	—	`conf`	NashAE: Disentangling Representations Through Adversarial Covariance Minimization. ECCV (27) Eric C. Yeats, Frank Liu, David Womble, Hai Helen Li
2022	—	`conf`	Next Generation Federated Learning for Edge Devices: An Overview. CIC Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen
2022	—	`conf`	On Building Efficient and Robust Neural Network Designs. IEEECONF Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen
2022	—	`conf`	Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CVPR Workshops Jingyang Zhang, Yiran Chen, Hai Helen Li
2022	J	`jnl`	Privacy Leakage of Adversarial Training Models in Federated Learning Systems. CoRR Jingyang Zhang, Yiran Chen, Hai Helen Li
2022	C	`conf`	RRAM-based Neuromorphic Computing: Data Representation, Architecture, Logic, and Programming. DSD Grace Li Zhang, Shuhang Zhang, Hai Helen Li, Ulf Schlichtmann
2022	J	`jnl`	Self-Trained Proposal Networks for the Open World. CoRR Matthew Inkawhich, Nathan Inkawhich, Hai Helen Li, Yiran Chen
2021	C	`conf`	1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity. ISCAS Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li
2021	J	`jnl`	A Case for 3D Integrated System Design for Neuromorphic Computing & AI Applications. CoRR Eren Kurshan, Hai Helen Li, Mingoo Seok, Yuan Xie
2021	—	`conf`	Connection-based Processing-In-Memory Engine Design Based on Resistive Crossbars. ASP-DAC Shuhang Zhang, Hai Helen Li, Ulf Schlichtmann
2021	A	`conf`	Efficient AUTOSAR-Compliant CAN-FD Frame Packing with Observed Optimality. DATE Wenhong Ma, Guoqi Xie, Renfa Li, Weichen Liu, Hai Helen Li, Wanli Chang
2021	J	`jnl`	Exploring Applications of STT-RAM in GPU Architectures. IEEE Trans. Circuits Syst. I Regul. Pap. Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Helen Li, Yiran Chen
2021	A	`conf`	Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. ICCAD Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li
2021	A*	`conf`	Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. DAC Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
2021	J	`jnl`	Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. CoRR Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
2021	A	`conf`	RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification. DATE Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2020	A	`conf`	A Pulse-width Modulation Neuron with Continuous Activation for Processing-In-Memory Engines. DATE Shuhang Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann
2020	A*	`conf`	AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2020	J	`jnl`	Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces. CoRR Chaofei Yang, Lei Ding, Yiran Chen, Hai Helen Li
2020	J	`jnl`	Guest Editorial: ACM JETC Special Issue on New Trends in Nanolectronic Device, Circuit, and Architecture Design: Part 2. ACM J. Emerg. Technol. Comput. Syst. Wei Zhang, Hai Helen Li, Wujie Wen, Swarup Bhunia
2020	J	`jnl`	Improving Adversarial Robustness in Weight-quantized Neural Networks. CoRR Chang Song, Elias Fallon, Hai Helen Li
2020	J	`jnl`	Introduction to the Special Issue on New Trends in Nanoelectronic Device, Circuit, and Architecture Design, Part 1. ACM J. Emerg. Technol. Comput. Syst. Hai Helen Li, Wei Zhang, Swarup Bhunia, Wujie Wen
2020	A*	`conf`	Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks. DAC Qilin Zheng, Zongwei Wang, Zishun Feng, Bonan Yan, Yimao Cai, Ru Huang, Yiran Chen, Chia-Lin Yang, Hai Helen Li
2020	—	`conf`	Lifetime Enhancement for RRAM-based Computing-In-Memory Engine Considering Aging and Thermal Effects. AICAS Shuhang Zhang, Grace Li Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann
2020	J	`jnl`	NASGEM: Neural Architecture Search via Graph Embedding Method. CoRR Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Helen Li, Yiran Chen
2020	—	`conf`	Neural Predictor for Neural Architecture Search. ECCV (29) Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans
2020	—	`conf`	PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM. ASP-DAC Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2020	—	`conf`	Parallelism in Deep Learning Accelerators. ASP-DAC Linghao Song, Fan Chen, Yiran Chen, Hai Helen Li
2020	A	`conf`	ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM. DATE Yitu Wang, Fan Chen, Linghao Song, Chuanjin Richard Shi, Hai Helen Li, Yiran Chen
2020	A*	`conf`	ReSiPE: ReRAM-based Single-Spiking Processing-In-Memory Engine. DAC Ziru Li, Bonan Yan, Hai Helen Li
2020	A	`conf`	Snooping Attacks on Deep Reinforcement Learning. AAMAS Matthew Inkawhich, Yiran Chen, Hai Helen Li
2020	Misc	`conf`	Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna. ICASSP Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Helen Li, Yiran Chen
2019	A	`conf`	Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing. DATE Shuhang Zhang, Grace Li Zhang, Bing Li, Hai Helen Li, Ulf Schlichtmann
2019	J	`jnl`	AutoGrow: Automatic Layer Growing in Deep Convolutional Networks. CoRR Wei Wen, Feng Yan, Hai Helen Li
2019	J	`jnl`	AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. CoRR Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Editorial TVLSI Positioning - Continuing and Accelerating an Upward Trajectory. IEEE Trans. Very Large Scale Integr. Syst. 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 P. 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 Tehranipoor, Aida Todri-Sanial, Marian Verhelst, Valerio Vignoli, Xiaoqing Wen, Jiang Xu, Wei Zhang, Zhengya Zhang, Jun Zhou, Mark Zwolinski, Stacey Weber
2019	C	`conf`	Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse. ISCAS Qilin Zheng, Jian Kang, Zongwei Wang, Yimao Cai, Ru Huang, Bing Li, Yiran Chen, Hai Helen Li
2019	—	`conf`	Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen
2019	A	`conf`	Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting. FPGA Yazhu Lan, Qingli Guo, Guohe Zhang, Yuanchao Xu, Kent W. Nixon, Hai Helen Li, Yiran Chen
2019	A	`conf`	How to Obtain and Run Light and Efficient Deep Learning Networks. ICCAD Fan Chen, Wei Wen, Linghao Song, Jingchi Zhang, Hai Helen Li, Yiran Chen
2019	Misc	`conf`	Learning Efficient Sparse Structures in Speech Recognition. ICASSP Jingchi Zhang, Wei Wen, Michael Deisher, Hsin-Pai Cheng, Hai Helen Li, Yiran Chen
2019	A*	`conf`	MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. DAC Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen
2019	J	`jnl`	RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses. IEEE Trans. Computers Shuo Li, Nong Xiao, Peng Wang, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Helen Li, Jason Cong, Tao Zhang
2019	A	`conf`	RED: A ReRAM-based Deconvolution Accelerator. DATE Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
2019	J	`jnl`	RED: A ReRAM-based Deconvolution Accelerator. CoRR Zichen Fan, Ziru Li, Bing Li, Yiran Chen, Hai Helen Li
2019	J	`jnl`	Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives. Adv. Intell. Syst. Bonan Yan, Bing Li, Ximing Qiao, Cheng-Xin Xue, Meng-Fan Chang, Yiran Chen, Hai Helen Li
2019	J	`jnl`	Snooping Attacks on Deep Reinforcement Learning. CoRR Matthew Inkawhich, Yiran Chen, Hai Helen Li
2019	J	`jnl`	SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. CoRR Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai Helen Li, Yiran Chen
2019	J	`jnl`	Thread Batching for High-performance Energy-efficient GPU Memory Design. CoRR Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen, Hai Helen Li
2019	B	`conf`	Towards Decentralized Deep Learning with Differential Privacy. CLOUD Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Syed Zawad, Feng Yan, Shiyu Li, Hai Helen Li, Yiran Chen
2019	A*	`conf`	ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM. DAC Fan Chen, Linghao Song, Hai Helen Li, Yiran Chen
2018	A*	`conf`	GraphR: Accelerating Graph Processing Using ReRAM. HPCA Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Helen Li, Yiran Chen
2018	J	`jnl`	Guest Editorial Low-Power, Adaptive Neuromorphic Systems: Devices, Circuit, Architectures and Algorithms. IEEE J. Emerg. Sel. Topics Circuits Syst. Arindam Basu, Meng-Fan Chang, Elisabetta Chicca, Tanay Karnik, Hai Helen Li, Jae-sun Seo
2018	J	`jnl`	Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions. IEEE J. Emerg. Sel. Topics Circuits Syst. Arindam Basu, Jyotibdha Acharya, Tanay Karnik, Huichu Liu, Hai Helen Li, Jae-sun Seo, Chang Song
2018	—	`conf`	Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization. ASP-DAC Enes Eken, Ismail Bayram, Hai Helen Li, Yiran Chen
2018	C	`conf`	Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS 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
2018	A	`conf`	ReCom: An efficient resistive accelerator for compressed deep neural networks. DATE Houxiang Ji, Linghao Song, Li Jiang, Hai Helen Li, Yiran Chen
2018	A	`conf`	ReRAM-based accelerator for deep learning. DATE Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li
2018	—	`conf`	Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System. EMBC Amr M. Hassan, Aya F. Khalaf, Khaled S. Sayed, Hai Helen Li, Yiran Chen
2018	—	`conf`	Running sparse and low-precision neural network: When algorithm meets hardware. ASP-DAC Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li
2018	J	`jnl`	Shift-Optimized Energy-Efficient Racetrack-Based Main Memory. J. Circuits Syst. Comput. Danghui Wang, Lang Ma, Meng Zhang, Jianfeng An, Hai Helen Li, Yiran Chen
2018	—	`conf`	Spintronics based stochastic computing for efficient Bayesian inference system. ASP-DAC Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Helen Li, Weisheng Zhao
2017	—	`ed.`	30th IEEE International System-on-Chip Conference, SOCC 2017, Munich, Germany, September 5-8, 2017 SOCC Massimo Alioto, Hai Helen Li, Jürgen Becker, Ulf Schlichtmann, Ramalingam Sridhar
2017	J	`jnl`	A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Miao Hu, Yiran Chen, J. Joshua Yang, Yu Wang, Hai Helen Li
2017	—	`conf`	A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. ASP-DAC Chenchen Liu, Qing Yang, Chi Zhang, Hao Jiang, Qing Wu, Hai Helen Li
2017	—	`conf`	Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses. ASP-DAC Yandan Wang, Wei Wen, Linghao Song, Hai Helen Li
2017	J	`jnl`	Cross-Layer Optimization for Multilevel Cell STT-RAM Caches. IEEE Trans. Very Large Scale Integr. Syst. Xiuyuan Bi, Mengjie Mao, Danghui Wang, Hai Helen Li
2017	J	`jnl`	FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen
2017	J	`jnl`	Group Scissor: Scaling Neuromorphic Computing Design to Big Neural Networks. CoRR Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai Helen Li
2017	B	`conf`	Hardware implementation of echo state networks using memristor double crossbar arrays. IJCNN Amr M. Hassan, Hai Helen Li, Yiran Chen
2017	A	`conf`	Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. DATE Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen
2017	J	`jnl`	Recent Technology Advances of Emerging Memories. IEEE Des. Test Yiran Chen, Hai Helen Li, Ismail Bayram, Enes Eken
2017	A	`conf`	Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. DATE Hsin-Pai Cheng, Wei Wen, Chunpeng Wu, Sicheng Li, Hai Helen Li, Yiran Chen
2017	—	`conf`	W1A: Memories. SoCC Hai Helen Li
2016	—	`conf`	ApesNet: A Pixel-wise Efficient Segmentation Network. ESTIMedia Chunpeng Wu, Hsin-Pai Cheng, Sicheng Li, Hai Helen Li, Yiran Chen
2014	A	`conf`	Accelerating graph computation with racetrack memory and pointer-assisted graph representation. DATE Eunhyuk Park, Sungjoo Yoo, Sunggu Lee, Hai Helen Li