Hai Li

369 papers A* 53A 54B 12C 17Misc 7Journal 149Unranked 76
YearRankTypeTitle / Venue / Authors
2026 A* conf
NP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture.
HPCA
Benjamin F. Morris III, Tergel Molom-Ochir, Changchun Zhou, Yiran Chen, Alex K. Jones, Hai Li
2025 J jnl
Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2025 C conf
AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning.
ASRU
Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Li, Yiran Chen
2025 — conf
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems.
ACM Great Lakes Symposium on VLSI
Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025 J jnl
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems.
CoRR
Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025 J jnl
Circuits to Systems: Codesigning Efficient AI Hardware.
IEEE Des. Test
Yiran Chen, Cong Guo, Yintao He, Mingyuan Ma, Tergel Molom-Ochir, Nicky Ramos, Haoxuan Shan, Chiyue Wei, Hai Li
2025 C conf
Digital Compute-in-Memory Ising Annealer with Ferroelectric Capacitor-Based nvSRAM for Combinatorial Optimization Problems.
ISCAS
Yuyao Kong, Jianwei Jia, Anni Lu, Faaiq G. Waqar, Yuan-Chun Luo, Hai Li, Ian A. Young, Shimeng Yu
2025 A* conf
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression.
ISCA
Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen
2025 — conf
FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning.
MLSys
Minxue Tang, Yitu Wang, Jingyang Zhang, Louis DiValentin, Aolin Ding, Amin Hass, Yiran Chen, Hai Li
2025 J jnl
FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models.
CoRR
Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai Li
2025 — conf
GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices.
AAAI Spring Symposia
Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin
2025 J jnl
GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices.
CoRR
Mozhgan Navardi, Romina Aalishah, Yuzhe Fu, Yueqian Lin, Hai Li, Yiran Chen, Tinoosh Mohsenin
2025 J jnl
H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking.
CoRR
Martin Kuo, Jianyi Zhang, Aolin Ding, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen
2025 J jnl
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers.
CoRR
Mark Horton, Tergel Molom-Ochir, Peter Liu, Bhavna Gopal, Chiyue Wei, Cong Guo, Brady Taylor, Deliang Fan, Shan X. Wang, Hai Li, Yiran Chen
2025 J jnl
KLLM: Fast LLM Inference with K-Means Quantization.
CoRR
Xueying Wu, Baijun Zhou, Zhihui Gao, Yuzhe Fu, Qilin Zheng, Yintao He, Hai Li
2025 J jnl
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing.
CoRR
Yudong Liu, Jingwei Sun, Yueqian Lin, Jingyang Zhang, Ming Yin, Qinsi Wang, Jianyi Zhang, Hai Li, Yiran Chen
2025 J jnl
LLaViDA: A Large Language Vision Driving Assistant for Explicit Reasoning and Enhanced Trajectory Planning.
CoRR
Yudong Liu, Spencer Hallyburton, JiWoo Kim, Yueqian Lin, Yiming Li, Qinsi Wang, Hui Ye, Jingwei Sun, Miroslav Pajic, Yiran Chen, Hai Li
2025 A conf
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning.
WACV
Jianyi Zhang, Hao Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li
2025 A* conf
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models.
ICLR
Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao (Frank) Yang, Hai Li
2025 J jnl
MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM.
IEEE Trans. Biomed. Circuits Syst.
Bokyung Kim, Qijia Huang, Brady Taylor, Qilin Zheng, Jonathan Ku, Yiran Chen, Hai Li
2025 — conf
PBNNs: Plastic Bayesian Neural Networks for Bio-Inspired Bayesian Learning.
AICAS
Nicolas Ramos, Hai Li
2025 A* conf
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks.
ISCA
Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Li, Yiran Chen
2025 J jnl
Platinum: Path-Adaptable LUT-Based Accelerator Tailored for Low-Bit Weight Matrix Multiplication.
CoRR
Haoxuan Shan, Cong Guo, Chiyue Wei, Feng Cheng, Junyao Zhang, Hai Li, Yiran Chen
2025 A* conf
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.
ICLR
Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
2025 J jnl
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.
CoRR
Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
2025 A* conf
QPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers.
ISCA
Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Li, Yiran Chen
2025 J jnl
Recap of the 62nd ACM/IEEE Design Automation Conference (DAC62): The "Chips to Systems Conference".
IEEE Des. Test
Hai Li, Ranu Mehra
2025 A* conf
SADA: Stability-guided Adaptive Diffusion Acceleration.
ICML
Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
2025 J jnl
SADA: Stability-guided Adaptive Diffusion Acceleration.
CoRR
Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
2025 J jnl
SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues.
CoRR
Martin Kuo, Jianyi Zhang, Aolin Ding, Louis DiValentin, Amin Hass, Benjamin F. Morris III, Isaac Jacobson, Randolph Linderman, James Kiessling, Nicolas Ramos, Bhavna Gopal, Maziyar Baran Pouyan, Changwei Liu, Hai Li, Yiran Chen
2025 J jnl
Towards Automated Model Design on Recommender Systems.
Trans. Recomm. Syst.
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2025 A* conf
Transitive Array: An Efficient GEMM Accelerator with Result Reuse.
ISCA
Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen
2025 J jnl
Transitive Array: An Efficient GEMM Accelerator with Result Reuse.
CoRR
Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen
2024 J jnl
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models.
CoRR
Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao (Frank) Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen
2024 J jnl
Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-Based DNN Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xueying Wu, Edward Hanson, Nansu Wang, Qilin Zheng, Xiaoxuan Yang, Huanrui Yang, Shiyu Li, Feng Cheng, Partha Pratim Pande, Janardhan Rao Doppa, Krishnendu Chakrabarty, Hai Li
2024 — conf
CNN Implementation of Bayesian Plasticity for Robust Learning.
AICAS
Nicolas Ramos, Hai Li
2024 — conf
CSCO: Connectivity Search of Convolutional Operators.
CVPR Workshops
Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024 J jnl
CSCO: Connectivity Search of Convolutional Operators.
CoRR
Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024 J jnl
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS.
CoRR
Hao Fu, Tunhou Zhang, Hai Li, Yiran Chen
2024 B conf
DistDNAS: Search Efficient Feature Interactions within 2 Hours.
IEEE Big Data
Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2024 J jnl
Do Counterfactual Examples Complicate Adversarial Training?
CoRR
Eric C. Yeats, Cameron Darwin, Eduardo Ortega, Frank Liu, Hai Li
2024 J jnl
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey.
CoRR
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa
2024 J jnl
LoBAM: LoRA-Based Backdoor Attack on Model Merging.
CoRR
Ming Yin, Jingyang Zhang, Jingwei Sun, Minghong Fang, Hai Li, Yiran Chen
2024 A* conf
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling.
CVPR
Xuzhe Zhang, Yuhao Wu, Elsa D. Angelini, Ang Li, Jia Guo, Jerod M. Rasmussen, Thomas G. O'Connor, Pathik D. Wadhwa, Andrea Parolin Jackowski, Hai Li, Jonathan Posner, Andrew F. Laine, Yun Wang
2024 J jnl
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data.
CoRR
Jianyi Zhang, Hao (Fran)k Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li
2024 J jnl
MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs.
CoRR
Tergel Molom-Ochir, Brady Taylor, Hai Li, Yiran Chen
2024 J jnl
Multi-agent Cooperative Games Using Belief Map Assisted Training.
CoRR
Qinwei Huang, Chen Luo, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu
2024 J jnl
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models.
IEEE Trans. Computers
Shiyu Li, Yitu Wang, Edward Hanson, Andrew Chang, Yang-Seok Ki, Hai Li, Yiran Chen
2024 A* conf
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.
ISCA
Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
2024 J jnl
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.
J. Data-centric Mach. Learn. Res.
Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2024 — conf
Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration.
ACM Great Lakes Symposium on VLSI
Bokyung Kim, Hai Li, Yiran Chen
2024 J jnl
Recap of the 61st ACM/IEEE Design Automation Conference (DAC61): The "Chips to Systems Conference".
IEEE Des. Test
Vivek De, Hai Li
2024 — conf
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion.
Tiny Papers @ ICLR
Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li
2024 — conf
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models.
MLSys
Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen
2024 J jnl
TFSRAM: A 249.8TOPS/W Timing-to-First-Spike Compute-in-Memory Neuromorphic Processing Engine With Twin-Column SRAM Synapses.
IEEE Trans. Circuits Syst. Artif. Intell.
Ziru Li, Qilin Zheng, Jonathan Ku, Brady Taylor, Hai Li
2024 J jnl
Towards Automated Model Design on Recommender Systems.
CoRR
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2024 A conf
Tunable Hybrid Proposal Networks for the Open World.
WACV
Matthew Inkawhich, Nathan Inkawhich, Hai Li, Yiran Chen
2024 J jnl
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models.
CoRR
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Li, Ziwei Liu, Kiyoharu Aizawa
2024 — conf
Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation.
AICAS
Brady Taylor, Xiaoxuan Yang, Hai Li
2023 J jnl
3D Masked Autoencoding and Pseudo-labeling for Domain Adaptive Segmentation of Heterogeneous Infant Brain MRI.
CoRR
Xuzhe Zhang, Yuhao Wu, Jia Guo, Jerod M. Rasmussen, Thomas G. O'Connor, Hyagriv N. Simhan, Sonja Entringer, Pathik D. Wadhwa, Claudia Buss, Cristiane S. Duarte, Andrea Jackowski, Hai Li, Jonathan Posner, Andrew F. Laine, Yun Wang
2023 A conf
: Joint Point Interaction-Dimension Search for 3D Point Cloud.
WACV
Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2023 J jnl
Adversarial Estimation of Topological Dimension with Harmonic Score Maps.
CoRR
Eric C. Yeats, Cameron Darwin, Frank Liu, Hai Li
2023 J jnl
Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators.
CoRR
Xueying Wu, Edward Hanson, Nansu Wang, Qilin Zheng, Xiaoxuan Yang, Huanrui Yang, Shiyu Li, Feng Cheng, Partha Pratim Pande, Janardhan Rao Doppa, Krishnendu Chakrabarty, Hai Li
2023 J jnl
DistDNAS: Search Efficient Feature Interactions within 2 Hours.
CoRR
Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2023 J jnl
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference.
ACM Trans. Embed. Comput. Syst.
Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen
2023 J jnl
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiaoxuan Yang, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
2023 J jnl
Farthest Greedy Path Sampling for Two-shot Recommender Search.
CoRR
Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen
2023 A* conf
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction.
ICML
Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2023 A* conf
Global Vision Transformer Pruning with Hessian-Aware Saliency.
CVPR
Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz
2023 J jnl
HCE: Improving Performance and Efficiency with Heterogeneously Compressed Neural Network Ensemble.
CoRR
Jingchi Zhang, Huanrui Yang, Hai Li
2023 A* conf
INCA: Input-stationary Dataflow at Outside-the-box Thinking about Deep Learning Accelerators.
HPCA
Bokyung Kim, Shiyu Li, Hai Li
2023 A conf
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments.
WACV
Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Yiran Chen, Hai Li
2023 A conf
Multi-Agent Cooperative Games Using Belief Map Assisted Training.
ECAI
Chen Luo, Qinwei Huang, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu
2023 A* conf
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems.
WWW
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2023 B conf
On a New Type of Neural Computation for Probabilistic Symbolic Reasoning.
IJCNN
Ximing Qiao, Hai Li
2023 J jnl
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.
CoRR
Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
2023 A conf
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers.
SC
Linghao Song, Fan Chen, Hai Li, Yiran Chen
2023 A* conf
Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI.
MICRO
Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen
2023 A* conf
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations.
ICCV
Yuewei Yang, Hai Li, Yiran Chen
2023 J jnl
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations.
CoRR
Yuewei Yang, Hai Li, Yiran Chen
2022 — conf
A 1.041-Mb/mm
ISSCC
Bonan Yan, Jeng-Long Hsu, Pang-Cheng Yu, Chia-Chi Lee, Yaojun Zhang, Wenshuo Yue, Guoqiang Mei, Yuchao Yang, Yue Yang, Hai Li, Yiran Chen, Ru Huang
2022 A conf
Approximate Computing and the Efficient Machine Learning Expedition.
ICCAD
Jörg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis
2022 J jnl
Approximate Computing and the Efficient Machine Learning Expedition.
CoRR
Jörg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis
2022 — conf
CMOS Implementation of Spiking Equilibrium Propagation for Real-Time Learning.
AICAS
Brady Taylor, Nicky Ramos, Eric C. Yeats, Hai Li
2022 J jnl
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D.
AI Mag.
Chaitanya K. Baru, Michael Pozmantier, Ilkay Altintas, Stephen Baek, Jonathan Cohen, Laura E. Condon, Giulia Fanti, Raul Castro Fernandez, Ethan Jackson, Upmanu Lall, Bennett A. Landman, Hai Li, Claudia Marin, Beatriz Martínez-López, Dimitris N. Metaxas, Bradley D. Olsen, Grier P. Page, Yelda Turkan, Jingbo Zhang, Peng Zhang
2022 J jnl
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction.
CoRR
Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2022 Misc conf
FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.
SenSys
Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen
2022 A* conf
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.
ICDM
Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen
2022 J jnl
Guest Editors' Introduction: Near-Memory and In-Memory Processing.
IEEE Des. Test
Hai Li, Alaa R. Alameldeen, Onur Mutlu
2022 J jnl
Introduction to the Special Issue on Accelerating AI on the Edge - Part 1.
ACM Trans. Embed. Comput. Syst.
Muhammad Shafique, Theocharis Theocharides, Hai Li, Chun Jason Xue
2022 J jnl
Learning and Compositionality: a Unification Attempt via Connectionist Probabilistic Programming.
CoRR
Ximing Qiao, Hai Li
2022 J jnl
More Generalized and Personalized Unsupervised Representation Learning In A Distributed System.
CoRR
Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen
2022 J jnl
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems.
CoRR
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2022 J jnl
NashAE: Disentangling Representations through Adversarial Covariance Minimization.
CoRR
Eric C. Yeats, Frank Liu, David Womble, Hai Li
2022 J jnl
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud.
CoRR
Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2022 — conf
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation.
AutoML
Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen
2022 A conf
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks.
WACV
Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
2022 J jnl
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks.
ACM Trans. Embed. Comput. Syst.
Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen
2021 — conf
AI-Powered IoT System at the Edge.
CogMI
Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic
2021 J jnl
AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty
2021 J jnl
An Efficient 3D ReRAM Convolution Processor Design for Binarized Weight Networks.
IEEE Trans. Circuits Syst. II Express Briefs
Bokyung Kim, Edward Hanson, Hai Li
2021 A conf
An Efficient Programming Framework for Memristor-based Neuromorphic Computing.
DATE
Grace Li Zhang, Bing Li, Xing Huang, Chen Shen, Shuhang Zhang, Florin Burcea, Helmut Graeb, Tsung-Yi Ho, Hai Li, Ulf Schlichtmann
2021 J jnl
An Overview of Hardware Security and Trust: Threats, Countermeasures, and Design Tools.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Wei Hu, Chip-Hong Chang, Anirban Sengupta, Swarup Bhunia, Ryan Kastner, Hai Li
2021 A* conf
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization.
ICLR
Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
2021 J jnl
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization.
CoRR
Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
2021 J jnl
BitSystolic: A 26.7 TOPS/W 2b~8b NPU With Configurable Data Flows for Edge Devices.
IEEE Trans. Circuits Syst. I Regul. Pap.
Qing Yang, Hai Li
2021 — conf
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?
ICCVW
Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
2021 J jnl
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?
CoRR
Nathan Inkawhich, Kevin J. Liang, Jingyang Zhang, Huanrui Yang, Hai Li, Yiran Chen
2021 B conf
Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces.
IJCNN
Chaofei Yang, Leah Ding, Yiran Chen, Hai Li
2021 — conf
Efficient FPGA Implementation of a Convolutional Neural Network for Radar Signal Processing.
AICAS
Jingchi Zhang, Yihao Huang, Huanrui Yang, Michael A. Martinez, Granger Hickman, Jeffrey L. Krolik, Hai Li
2021 J jnl
Efficient neural network using pointwise convolution kernels with linear phase constraint.
Neurocomputing
Feng Liang, Zhichao Tian, Ming Dong, Shuting Cheng, Li Sun, Hai Li, Yiran Chen, Guohe Zhang
2021 A* conf
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective.
NeurIPS
Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
2021 J jnl
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective.
CoRR
Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
2021 Misc conf
FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking.
SenSys
Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen
2021 J jnl
Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure.
CoRR
Jingyang Zhang, Nathan Inkawhich, Yiran Chen, Hai Li
2021 A* conf
Hermes: an efficient federated learning framework for heterogeneous mobile clients.
MobiCom
Ang Li, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen
2021 A conf
Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper).
ICCAD
Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty
2021 A* conf
Improving Gradient Regularization using Complex-Valued Neural Networks.
ICML
Eric C. Yeats, Yiran Chen, Hai Li
2021 J jnl
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators.
ACM Trans. Embed. Comput. Syst.
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande
2021 Misc conf
LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning.
SEC
Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li
2021 A conf
Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D.
DATE
Fan Chen, Linghao Song, Hai Li, Yiran Chen
2021 J jnl
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.
CoRR
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
2021 A* conf
NASGEM: Neural Architecture Search via Graph Embedding Method.
AAAI
Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
2021 J jnl
NViT: Vision Transformer Compression and Parameter Redistribution.
CoRR
Huanrui Yang, Hongxu Yin, Pavlo Molchanov, Hai Li, Jan Kautz
2021 J jnl
On Provable Backdoor Defense in Collaborative Learning.
CoRR
Ximing Qiao, Yuhua Bai, Siping Hu, Ang Li, Yiran Chen, Hai Li
2021 A conf
Peripheral Circuitry Assisted Mapping Framework for Resistive Logic-In-Memory Computing.
ICCAD
Shuhang Zhang, Hai Li, Ulf Schlichtmann
2021 A* conf
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective.
KDD
Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
2021 J jnl
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective.
CoRR
Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
2021 J jnl
ReaLPrune: ReRAM Crossbar-aware Lottery Ticket Pruned CNNs.
CoRR
Biresh Kumar Joardar, Janardhan Rao Doppa, Hai Li, Krishnendu Chakrabarty, Partha Pratim Pande
2021 — conf
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.
HPCC/DSS/SmartCity/DependSys
Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen
2021 A conf
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation.
ICCAD
Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen
2021 A* conf
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective.
CVPR
Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
2021 J jnl
TPrune: Efficient Transformer Pruning for Mobile Devices.
ACM Trans. Cyber Phys. Syst.
Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen
2021 A* conf
The Fifth International Workshop on Automation in Machine Learning.
KDD
Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li
2021 J jnl
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks.
CoRR
Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
2020 J jnl
A Case for 3D Integrated System Design for Neuromorphic Computing and AI Applications.
Int. J. Semantic Comput.
Eren Kurshan, Hai Li, Mingoo Seok, Yuan Xie
2020 J jnl
A low-cost and high-speed hardware implementation of spiking neural network.
Neurocomputing
Guohe Zhang, Bing Li, Jianxing Wu, Ran Wang, Yazhu Lan, Li Sun, Shaochong Lei, Hai Li, Yiran Chen
2020 A* conf
AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators.
HPCA
Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2020 J jnl
Adversarial Attack: A New Threat to Smart Devices and How to Defend It.
IEEE Consumer Electron. Mag.
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Hai Li
2020 A* conf
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks.
KDD
Wei Wen, Feng Yan, Yiran Chen, Hai Li
2020 B conf
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training.
IJCNN
Chunpeng Wu, Hai Li
2020 A* conf
DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles.
NeurIPS
Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li
2020 J jnl
DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles.
CoRR
Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li
2020 A* conf
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures.
ICLR
Huanrui Yang, Wei Wen, Hai Li
2020 — conf
Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation.
ASP-DAC
Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu
2020 J jnl
Evasion Attacks to Graph Neural Networks via Influence Function.
CoRR
Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen
2020 J jnl
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yazhu Lan, Kent W. Nixon, Qingli Guo, Guohe Zhang, Yuanchao Xu, Hai Li, Yiran Chen
2020 A conf
Fast IR Drop Estimation with Machine Learning : Invited Paper.
ICCAD
Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen
2020 J jnl
Fast IR Drop Estimation with Machine Learning.
CoRR
Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen
2020 A conf
GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation.
DATE
Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2020 J jnl
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.
CoRR
Binghui Wang, Ang Li, Hai Li, Yiran Chen
2020 J jnl
Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020).
IEEE J. Emerg. Sel. Topics Circuits Syst.
Teresa Serrano-Gotarredona, Maurizio Valle, Francesco Conti, Hai Li
2020 — conf
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.
CVPR Workshops
Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
2020 J jnl
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.
CoRR
Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
2020 — conf
Leveraging 3D Vertical RRAM to Developing Neuromorphic Architecture for Pattern Classification.
ISVLSI
Bokyung Kim, Hai Li
2020 J jnl
LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets.
CoRR
Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li
2020 J jnl
Low-Cost Floating-Point Processing in ReRAM for Scientific Computing.
CoRR
Linghao Song, Fan Chen, Xuehai Qian, Hai Li, Yiran Chen
2020 A conf
MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block.
ICCAD
Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li
2020 A* conf
PENNI: Pruned Kernel Sharing for Efficient CNN Inference.
ICML
Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
2020 J jnl
PENNI: Pruned Kernel Sharing for Efficient CNN Inference.
CoRR
Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
2020 J jnl
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective.
CoRR
Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
2020 J jnl
RED: A ReRAM-Based Efficient Accelerator for Deconvolutional Computation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ziru Li, Bing Li, Zichen Fan, Hai Li
2020 A conf
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration.
ICCAD
Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen
2020 B conf
Redistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer.
IJCNN
Chunpeng Wu, Bin Ni, Hai Li
2020 J jnl
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.
CoRR
Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Meng Pang, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen
2020 J jnl
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition.
CoRR
Hsin-Pai Cheng, Feng Liang, Meng Li, Bowen Cheng, Feng Yan, Hai Li, Vikas Chandra, Yiran Chen
2020 J jnl
Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran
2019 — conf
AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems.
ASP-DAC
Hsin-Pai Cheng, Juncheng Shen, Huanrui Yang, Qing Wu, Hai Li, Yiran Chen
2019 — conf
An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications.
ACM Great Lakes Symposium on VLSI
Bing Li, Bonan Yan, Hai Li
2019 J jnl
An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications.
CoRR
Bing Li, Bonan Yan, Hai Li
2019 — conf
Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions.
SafeAI@AAAI
Huanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li
2019 J jnl
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training.
CoRR
Chunpeng Wu, Wei Wen, Yiran Chen, Hai Li
2019 B conf
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.
ICTAI
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
2019 J jnl
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.
CoRR
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
2019 — conf
DPATCH: An Adversarial Patch Attack on Object Detectors.
SafeAI@AAAI
Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li
2019 J jnl
DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures.
CoRR
Huanrui Yang, Wei Wen, Hai Li
2019 A* conf
Defending Neural Backdoors via Generative Distribution Modeling.
NeurIPS
Ximing Qiao, Yukun Yang, Hai Li
2019 J jnl
Defending Neural Backdoors via Generative Distribution Modeling.
CoRR
Ximing Qiao, Yukun Yang, Hai Li
2019 J jnl
Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152).
Dagstuhl Reports
Krishnendu Chakrabarty, Tsung-Yi Ho, Hai Li, Ulf Schlichtmann
2019 J jnl
Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao
2019 — conf
Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment.
EMC2@NeurIPS
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li
2019 J jnl
Exploring Bit-Slice Sparsity in Deep Neural Networks for Efficient ReRAM-Based Deployment.
CoRR
Jingyang Zhang, Huanrui Yang, Fan Chen, Yitu Wang, Hai Li
2019 C conf
Feedback Learning for Improving the Robustness of Neural Networks.
ICMLA
Chang Song, Zuoguan Wang, Hai Li
2019 J jnl
Feedback Learning for Improving the Robustness of Neural Networks.
CoRR
Chang Song, Zuoguan Wang, Hai Li
2019 A* conf
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.
HPCA
Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019 J jnl
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.
CoRR
Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019 J jnl
Joint Pruning on Activations and Weights for Efficient Neural Networks.
CoRR
Qing Yang, Wei Wen, Zuoguan Wang, Hai Li
2019 C conf
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning.
ICMLA
Qing Yang, Wei Wen, Zuoguan Wang, Hai Li
2019 — conf
MSNet: Structural Wired Neural Architecture Search for Internet of Things.
ICCV Workshops
Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Harris Teague, Yiran Chen, Hai Li
2019 J jnl
Neural Predictor for Neural Architecture Search.
CoRR
Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans
2019 — conf
NeuralHMC: an efficient HMC-based accelerator for deep neural networks.
ASP-DAC
Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen
2019 A conf
REGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs.
DATE
Biresh Kumar Joardar, Bing Li, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2019 J jnl
ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell.
CCF Trans. High Perform. Comput.
Linghao Song, You Wu, Xuehai Qian, Hai Li, Yiran Chen
2019 J jnl
Structural sparsification for Far-field Speaker Recognition with GNA.
CoRR
Jingchi Zhang, Jonathan Huang, Michael Deisher, Hai Li, Yiran Chen
2019 J jnl
Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving.
CoRR
Juncheng Shen, Juzheng Liu, Yiran Chen, Hai Li
2018 C conf
A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems.
ISCAS
Qing Yang, Hai Li, Qing Wu
2018 J jnl
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers.
CoRR
Nathan Inkawhich, Matthew Inkawhich, Yiran Chen, Hai Li
2018 A* conf
Atomlayer: a universal reRAM-based CNN accelerator with atomic layer computation.
DAC
Ximing Qiao, Xiong Cao, Huanrui Yang, Linghao Song, Hai Li
2018 J jnl
Challenges of memristor based neuromorphic computing system.
Sci. China Inf. Sci.
Bonan Yan, Yiran Chen, Hai Li
2018 J jnl
DPatch: Attacking Object Detectors with Adversarial Patches.
CoRR
Xin Liu, Huanrui Yang, Linghao Song, Hai Li, Yiran Chen
2018 C conf
Design and Data Management for Magnetic Racetrack Memory.
ISCAS
Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen, Hai Li
2018 J jnl
Differentiable Fine-grained Quantization for Deep Neural Network Compression.
CoRR
Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Yifei Huang, Feng Yan, Hai Li, Yiran Chen
2018 A conf
EMAT: an efficient multi-task architecture for transfer learning using ReRAM.
ICCAD
Fan Chen, Hai Li
2018 J jnl
Exploiting Spin-Orbit Torque Devices as Reconfigurable Logic for Circuit Obfuscation.
CoRR
Jianlei Yang, Xueyan Wang, Qiang Zhou, Zhaohao Wang, Hai Li, Yiran Chen, Weisheng Zhao
2018 A conf
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices.
DATE
Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
2018 J jnl
Guest Editorial Circuit and System Design Automation for Internet of Things.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Saraju P. Mohanty, Michael Hübner, Chun Jason Xue, Xin Li, Hai Li
2018 J jnl
Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence.
IEEE Trans. Emerg. Top. Comput. Intell.
Alex Pappachen James, Khaled N. Salama, Hai Li, Dalibor Biolek, Giacomo Indiveri, Leon O. Chua
2018 J jnl
LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning.
CoRR
Hsin-Pai Cheng, Patrick Yu, Haojing Hu, Feng Yan, Shiyu Li, Hai Li, Yiran Chen
2018 — conf
Learning Intrinsic Sparse Structures within Long Short-Term Memory.
ICLR (Poster)
Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
2018 — conf
MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.
ISVLSI
Chang Song, Hsin-Pai Cheng, Huanrui Yang, Sicheng Li, Chunpeng Wu, Qing Wu, Yiran Chen, Hai Li
2018 — conf
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems.
ASP-DAC
Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen
2018 — conf
Process variation aware data management for magnetic skyrmions racetrack memory.
ASP-DAC
Fan Chen, Zheng Li, Wang Kang, Weisheng Zhao, Hai Li, Yiran Chen
2018 A* conf
RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases.
HPCA
Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang
2018 J jnl
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning.
CoRR
Wei Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Li
2018 J jnl
Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack.
CoRR
Jingyang Zhang, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen
2018 J jnl
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zihao Liu, Mengjie Mao, Tao Liu, Xue Wang, Wujie Wen, Yiran Chen, Hai Li, Danghui Wang, Yukui Pei, Ning Ge
2017 A* conf
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation.
CVPR
Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li
2017 J jnl
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation.
CoRR
Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li
2017 J jnl
A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks.
CoRR
Chang Song, Hsin-Pai Cheng, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu
2017 A conf
A closed-loop design to enhance weight stability of memristor based neural network chips.
ICCAD
Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li
2017 — conf
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.
NVMSA
Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen
2017 A conf
AdaLearner: An adaptive distributed mobile learning system for neural networks.
ICCAD
Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017 J jnl
An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory.
IEEE Trans. Computers
Mengjie Mao, Wujie Wen, Yaojun Zhang, Yiran Chen, Hai Li
2017 Misc conf
An FPGA Design Framework for CNN Sparsification and Acceleration.
FCCM
Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li
2017 A* conf
Coordinating Filters for Faster Deep Neural Networks.
ICCV
Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017 J jnl
Coordinating Filters for Faster Deep Neural Networks.
CoRR
Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017 — conf
Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer.
ASP-DAC
Chuhan Min, Jie Guo, Hai Li, Yiran Chen
2017 — conf
Faster CNNs with Direct Sparse Convolutions and Guided Pruning.
ICLR (Poster)
Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey
2017 J jnl
Generative Poisoning Attack Method Against Neural Networks.
CoRR
Chaofei Yang, Qing Wu, Hai Li, Yiran Chen
2017 J jnl
GraphR: Accelerating Graph Processing Using ReRAM.
CoRR
Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2017 J jnl
Learning Intrinsic Sparse Structures within Long Short-term Memory.
CoRR
Wei Wen, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
2017 A conf
MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.
ICCAD
Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017 — conf
MobiCore: An adaptive hybrid approach for power-efficient CPU management on Android devices.
SoCC
Lucie Broyde, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017 A* conf
PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning.
HPCA
Linghao Song, Xuehai Qian, Hai Li, Yiran Chen
2017 J jnl
Power Allocation for Cache-Aided Small-Cell Networks With Limited Backhaul.
IEEE Access
Fen Cheng, Yan Yu, Zhongyuan Zhao, Nan Zhao, Yunfei Chen, Hai Li
2017 J jnl
Spintronics based Stochastic Computing for Efficient Bayesian Inference System.
CoRR
Xiaotao Jia, Jianlei Yang, Zhaohao Wang, Yiran Chen, Hai Li, Weisheng Zhao
2017 — conf
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning.
NIPS
Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017 J jnl
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning.
CoRR
Wei Wen, Cong Xu, Feng Yan, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017 — conf
The New Large-Scale RNNLM System Based on Distributed Neuron.
IPDPS Workshops
Dejiao Niu, Rui Xue, Tao Cai, Hai Li, Kingsley Effah, Hang Zhang
2016 — conf
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy.
ISVLSI
Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li
2016 J jnl
A New Learning Method for Inference Accuracy, Core Occupation, and Performance Co-optimization on TrueNorth Chip.
CoRR
Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
2016 A conf
A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel.
ICCAD
Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li
2016 A conf
A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations.
DATE
Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge
2016 A* conf
A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.
DAC
Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
2016 — conf
A novel PUF based on cell error rate distribution of STT-RAM.
ASP-DAC
Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di
2016 C conf
Built-in selectors self-assembled into memristors.
ISCAS
Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang
2016 C conf
Design techniques of eNVM-enabled neuromorphic computing systems.
ICCD
Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
2016 — conf
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.
NANOARCH
Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen
2016 J jnl
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen
2016 J jnl
Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size.
CoRR
Jongsoo Park, Sheng R. Li, Wei Wen, Hai Li, Yiran Chen, Pradeep Dubey
2016 — conf
Learning Structured Sparsity in Deep Neural Networks.
NIPS
Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2016 J jnl
Learning Structured Sparsity in Deep Neural Networks.
CoRR
Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2016 J jnl
Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Miao Hu, Yandan Wang, Wei Wen, Yu Wang, Hai Li
2016 — conf
Neural processor design enabled by memristor technology.
ICRC
Chenchen Liu, Yiran Chen, Hai Li
2016 — conf
Objnandsim: object-based NAND flash device simulator.
NVMSA
Jie Guo, Chuhan Min, Tao Cai, Hai Li, Yiran Chen
2016 A conf
Security challenges in smart surveillance systems and the solutions based on emerging nano-devices.
ICCAD
Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu
2016 A conf
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect.
ICCAD
Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran
2016 C conf
Security of neuromorphic systems: Challenges and solutions.
ISCAS
Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell
2016 A conf
Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache.
DATE
Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen
2016 J jnl
Small-world Hopfield neural networks with weight salience priority and memristor synapses for digit recognition.
Neural Comput. Appl.
Shukai Duan, Zhekang Dong, Xiaofang Hu, Lidan Wang, Hai Li
2016 J jnl
Spintronic Memristor as Interface Between DNA and Solid State Devices.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Jianlei Yang, Zhenyu Sun, Xiaobin Wang, Yiran Chen, Hai Li
2016 A* conf
TEMP: thread batch enabled memory partitioning for GPU.
DAC
Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li
2016 — conf
The Applications of NVM Technology in Hardware Security.
ACM Great Lakes Symposium on VLSI
Chaofei Yang, Beiye Liu, Yandan Wang, Yiran Chen, Hai Li, Xian Zhang, Guangyu Sun
2015 — conf
A High-Speed Robust NVM-TCAM Design Using Body Bias Feedback.
ACM Great Lakes Symposium on VLSI
Bonan Yan, Zheng Li, Yaojun Zhang, Jianlei Yang, Hai Li, Weisheng Zhao, Pierre Chor-Fung Chia
2015 — conf
A Novel True Random Number Generator Design Leveraging Emerging Memristor Technology.
ACM Great Lakes Symposium on VLSI
Yandan Wang, Wei Wen, Hai Li, Miao Hu
2015 C conf
A new self-reference sensing scheme for TLC MRAM.
ISCAS
Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li
2015 A* conf
A spiking neuromorphic design with resistive crossbar.
DAC
Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang
2015 — conf
An efficient STT-RAM-based register file in GPU architectures.
ASP-DAC
Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Li, Yiran Chen
2015 C conf
An overview on memristor crossabr based neuromorphic circuit and architecture.
VLSI-SoC
Zheng Li, Chenchen Liu, Yandan Wang, Bonan Yan, Chaofei Yang, Jianlei Yang, Hai Li
2015 A* conf
Cloning your mind: security challenges in cognitive system designs and their solutions.
DAC
Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu
2015 — conf
Energy Efficient RRAM Spiking Neural Network for Real Time Classification.
ACM Great Lakes Symposium on VLSI
Yu Wang, Tianqi Tang, Lixue Xia, Boxun Li, Peng Gu, Huazhong Yang, Hai Li, Yuan Xie
2015 Misc conf
FPGA Acceleration of Recurrent Neural Network Based Language Model.
FCCM
Sicheng Li, Chunpeng Wu, Hai Li, Boxun Li, Yu Wang, Qinru Qiu
2015 A* conf
FlexLevel: a novel NAND flash storage system design for LDPC latency reduction.
DAC
Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen
2015 A conf
Giant spin hall effect (GSHE) logic design for low power application.
DATE
Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen
2015 — conf
Hardware acceleration for neuromorphic computing: An evolving view.
NVMTS
Beiye Liu, Xiaoxiao Liu, Chenchen Liu, Wei Wen, M. Meng, Hai Li, Yiran Chen
2015 — conf
Hierarchical Library Based Power Estimator for Versatile FPGAs.
MCSoC
Hao Liang, Yi-Chung Chen, Tao Luo, Wei Zhang, Hai Li, Bingsheng He
2015 B conf
Hierarchical library based power estimator for versatile FPGAs.
FPL
Hao Liang, Wei Zhang, Sharad Sinha, Yi-Chung Chen, Hai Li
2015 — conf
Quantitative modeling of racetrack memory, a tradeoff among area, performance, and power.
ASP-DAC
Chao Zhang, Guangyu Sun, Weiqi Zhang, Fan Mi, Hai Li, Weisheng Zhao
2015 A* conf
RENO: a high-efficient reconfigurable neuromorphic computing accelerator design.
DAC
Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang
2015 J jnl
Read Performance: The Newest Barrier in Scaled STT-RAM.
IEEE Trans. Very Large Scale Integr. Syst.
Yaojun Zhang, Yong Li, Zhenyu Sun, Hai Li, Yiran Chen, Alex K. Jones
2015 C conf
The applications of memristor devices in next-generation cortical processor designs.
ISCAS
Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu
2015 A* conf
VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications.
DAC
Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li
2015 A* conf
Vortex: variation-aware training for memristor X-bar.
DAC
Beiye Liu, Hai Li, Yiran Chen, Xin Li, Qing Wu, Tingwen Huang
2014 A* conf
A New Field-assisted Access Scheme of STT-RAM with Self-reference Capability.
DAC
Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen
2014 — conf
A Weighted Sensing Scheme for ReRAM-Based Cross-Point Memory Array.
ISVLSI
Chenchen Liu, Hai Li
2014 — conf
A coherent hybrid SRAM and STT-RAM L1 cache architecture for shared memory multicores.
ASP-DAC
Jianxing Wang, Yenni Tim, Weng-Fai Wong, Zhong-Liang Ong, Zhenyu Sun, Hai Li
2014 — conf
A heterogeneous computing system with memristor-based neuromorphic accelerators.
HPEC
Xiaoxiao Liu, Mengjie Mao, Hai Li, Yiran Chen, Hao Jiang, J. Joshua Yang, Qing Wu, Mark Barnell
2014 B conf
An adjustable memristor model and its application in small-world neural networks.
IJCNN
Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan
2014 A conf
BMP: a fast B*-tree based modular placer for FPGAs (abstract only).
FPGA
Fubing Mao, Yi-Chung Chen, Wei Zhang, Hai Li
2014 C conf
Bio-inspired computing with resistive memories - models, architectures and applications.
ISCAS
Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu
2014 A conf
Design exploration of racetrack lower-level caches.
ISLPED
Zhenyu Sun, Xiuyuan Bi, Alex K. Jones, Hai Li
2014 — conf
Emerging memristor technology enabled next generation cortical processor.
SoCC
Hai Li, Miao Hu, Xiaoxiao Liu, Mengjie Mao, Chuandong Li, Shukai Duan
2014 — conf
Energy efficient spiking neural network design with RRAM devices.
ISIC
Tianqi Tang, Rong Luo, Boxun Li, Hai Li, Yu Wang, Huazhong Yang
2014 A conf
Hierarchical library-based power estimator for versatile FPGAs (abstract only).
FPGA
Hao Liang, Yi-Chung Chen, Wei Zhang, Hai Li
2014 J jnl
Memristor Crossbar-Based Neuromorphic Computing System: A Case Study.
IEEE Trans. Neural Networks Learn. Syst.
Miao Hu, Hai Li, Yiran Chen, Qing Wu, Garrett S. Rose, Richard W. Linderman
2014 — conf
Memristor Modeling - Static, Statistical, and Stochastic Methodologies.
ISVLSI
Hai Li, Miao Hu, Chuandong Li, Shukai Duan
2014 — conf
Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper).
ISIC
Hai Li, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Mark Barnell
2014 C conf
Optimizing MLC-based STT-RAM caches by dynamic block size reconfiguration.
ICCD
Jianxing Wang, Pooja Roy, Weng-Fai Wong, Xiuyuan Bi, Hai Li
2014 A conf
Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems.
ICCAD
Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell
2014 B conf
STDP learning rule based on memristor with STDP property.
IJCNN
Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li, Yiran Chen
2014 J jnl
STT-RAM Cache Hierarchy With Multiretention MTJ Designs.
IEEE Trans. Very Large Scale Integr. Syst.
Zhenyu Sun, Xiuyuan Bi, Hai Li, Weng-Fai Wong, Xiaochun Zhu
2014 — conf
The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design.
ASP-DAC
Miao Hu, Yu Wang, Qinru Qiu, Yiran Chen, Hai Li
2013 A conf
A neuromorphic architecture for anomaly detection in autonomous large-area traffic monitoring.
ICCAD
Qiuwen Chen, Qinru Qiu, Hai Li, Qing Wu
2013 — conf
A pseudo-weighted sensing scheme for memristor based cross-point memory.
NANOARCH
Zhijie Chen, Lu Zhang, Xiuyuan Bi, Hai Li
2013 A conf
ADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications.
ICCAD
Yaojun Zhang, Ismail Bayram, Yu Wang, Hai Li, Yiran Chen
2013 — conf
BSB training scheme implementation on memristor-based circuit.
CISDA
Miao Hu, Hai Li, Yiran Chen, Qing Wu, Garrett S. Rose
2013 Misc conf
Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems.
CODES+ISSS
Beiye Liu, Miao Hu, Hai Li, Yiran Chen, Chun Xue
2013 J jnl
C1C: A configurable, compiler-guided STT-RAM L1 cache.
ACM Trans. Archit. Code Optim.
Yong Li, Yaojun Zhang, Hai Li, Yiran Chen, Alex K. Jones
2013 J jnl
Common-source-line array: An area efficient memory architecture for bipolar nonvolatile devices.
ACM Trans. Design Autom. Electr. Syst.
Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li
2013 A conf
DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems.
DATE
Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen
2013 A* conf
Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine.
DAC
Beiye Liu, Miao Hu, Hai Li, Zhi-Hong Mao, Yiran Chen, Tingwen Huang, Wei Zhang
2013 J jnl
On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations.
ACM J. Emerg. Technol. Comput. Syst.
Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh, Yaojun Zhang, Wujie Wen
2013 A conf
STT-RAM designs supporting dual-port accesses.
DATE
Xiuyuan Bi, Mohamed Anis Weldon, Hai Li
2013 A conf
Unleashing the potential of MLC STT-RAM caches.
ICCAD
Xiuyuan Bi, Mengjie Mao, Danghui Wang, Hai Li
2012 J jnl
A 130 nm 1.2 V/3.3 V 16 Kb Spin-Transfer Torque Random Access Memory With Nondestructive Self-Reference Sensing Scheme.
IEEE J. Solid State Circuits
Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2012 — conf
A Look Up Table design with 3D bipolar RRAMs.
ASP-DAC
Yi-Chung Chen, Wei Zhang, Hai Li
2012 A conf
A dual-mode architecture for fast-switching STT-RAM.
ISLPED
Zhenyu Sun, Hai Li, Wenqing Wu
2012 C conf
A novel peripheral circuit for RRAM-based LUT.
ISCAS
Yi-Chung Chen, Hai Li, Wei Zhang
2012 — conf
Analysis and Optimization of Thermal Effect on STT-RAM Based 3-D Stacked Cache Design.
ISVLSI
Xiuyuan Bi, Hai Li, Jae-Joon Kim
2012 A conf
Architecting a common-source-line array for bipolar non-volatile memory devices.
DATE
Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li
2012 — conf
Fine-grained dynamic voltage scaling on OLED display.
ASP-DAC
Xiang Chen, Jian Zheng, Yiran Chen, Wei Zhang, Hai Li
2012 A* conf
Hardware realization of BSB recall function using memristor crossbar arrays.
DAC
Miao Hu, Hai Li, Qing Wu, Garrett S. Rose
2012 — ch.
Low-Power Design of Emerging Memory Technologies.
Handbook of Energy-Aware and Green Computing
Yiran Chen, Hai Li, Yuan Xie, Dimin Niu
2012 B conf
Memristor crossbar based hardware realization of BSB recall function.
IJCNN
Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen
2012 — conf
Memristor in neuromorphic computing.
SoCC
Hai Li
2012 B conf
Memristor-based synapse design and training scheme for neuromorphic computing architecture.
IJCNN
Hui Wang, Hai Li, Robinson E. Pino
2012 B conf
Non-volatile 3D stacking RRAM-based FPGA.
FPL
Yi-Chung Chen, Wenhua Wang, Hai Li, Wei Zhang
2012 J jnl
Nonvolatile Memories as the Data Storage System for Implantable ECG Recorder.
ACM J. Emerg. Technol. Comput. Syst.
Zhenyu Sun, Xiang Chen, Yaojun Zhang, Hai Li, Yiran Chen
2012 A conf
Probabilistic design methodology to improve run-time stability and performance of STT-RAM caches.
ICCAD
Xiuyuan Bi, Zhenyu Sun, Hai Li, Wenqing Wu
2012 A conf
Process variation aware data management for STT-RAM cache design.
ISLPED
Zhenyu Sun, Xiuyuan Bi, Hai Li
2012 A conf
Spintronic memristor based temperature sensor design with CMOS current reference.
DATE
Xiuyuan Bi, Chao Zhang, Hai Li, Yiran Chen, Robinson E. Pino
2012 J jnl
Voltage Driven Nondestructive Self-Reference Sensing Scheme of Spin-Transfer Torque Memory.
IEEE Trans. Very Large Scale Integr. Syst.
Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang
2012 — conf
uBRAM-based run-time reconfigurable FPGA and corresponding reconfiguration methodology.
FPT
Yi-Chung Chen, Wenhua Wang, Wei Zhang, Hai Li
2011 — conf
3D-HIM: A 3D High-density Interleaved Memory for bipolar RRAM design.
NANOARCH
Yi-Chung Chen, Hai Li, Wei Zhang, Robinson E. Pino
2011 A conf
3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers.
DATE
Yi-Chung Chen, Hai Li, Yiran Chen, Robinson E. Pino
2011 — conf
A 1.0V 45nm nonvolatile magnetic latch design and its robustness analysis.
CICC
Peiyuan Wang, Xiang Chen, Yiran Chen, Hai Li, Seung-Hyuk Kang, Xiaochun Zhu, Wenqing Wu
2011 Misc conf
Emerging non-volatile memories: opportunities and challenges.
CODES+ISSS
Chun Jason Xue, Youtao Zhang, Yiran Chen, Guangyu Sun, Jianhua Joshua Yang, Hai Li
2011 — conf
Emerging sensing techniques for emerging memories.
ASP-DAC
Yiran Chen, Hai Li
2011 A conf
Fast statistical model of TiO2 thin-film memristor and design implication.
ICCAD
Miao Hu, Hai Li, Robinson E. Pino
2011 — conf
Geometry variations analysis of TiO2 thin-film and spintronic memristors.
ASP-DAC
Miao Hu, Hai Li, Yiran Chen, Xiaobin Wang, Robinson E. Pino
2011 A conf
Processor caches with multi-level spin-transfer torque ram cells.
ISLPED
Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh
2011 A conf
Universal statistical cure for predicting memory loss.
ICCAD
Rajiv V. Joshi, Rouwaida Kanj, Peiyuan Wang, Hai Li
2010 A* conf
A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement.
HPCA
Guangyu Sun, Yongsoo Joo, Yibo Chen, Dimin Niu, Yuan Xie, Yiran Chen, Hai Li
2010 A conf
A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM).
DATE
Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2010 A conf
Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM.
ISLPED
Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2010 A conf
Compact model of memristors and its application in computing systems.
DATE
Hai Li, Miao Hu
2010 J jnl
Design Margin Exploration of Spin-Transfer Torque RAM (STT-RAM) in Scaled Technologies.
IEEE Trans. Very Large Scale Integr. Syst.
Yiran Chen, Xiaobin Wang, Hai Li, Haiwen Xi, Yuan Yan, Wenzhong Zhu
2010 — conf
Scalability of PCMO-based resistive switch device in DSM technologies.
ISQED
Yiran Chen, Wei Tian, Hai Li, Xiaobin Wang, Wenzhong Zhu
2010 J jnl
Variable-Latency Adder (VL-Adder) Designs for Low Power and NBTI Tolerance.
IEEE Trans. Very Large Scale Integr. Syst.
Yiran Chen, Hai Li, Cheng-Kok Koh, Guangyu Sun, Jing Li, Yuan Xie, Kaushik Roy
2010 A conf
Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement.
ICCAD
Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang
2009 A conf
An overview of non-volatile memory technology and the implication for tools and architectures.
DATE
Hai Li, Yiran Chen
2009 J jnl
Gated Decap: Gate Leakage Control of On-Chip Decoupling Capacitors in Scaled Technologies.
IEEE Trans. Very Large Scale Integr. Syst.
Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2009 C conf
The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies.
ICCD
Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li
2009 — conf
Thermal-Assisted Spin Transfer Torque Memory (STT-RAM) Cell Design Exploration.
ISVLSI
Hai Li, Haiwen Xi, Yiran Chen, John Stricklin, Xiaobin Wang, Tong Zhang
2009 J jnl
Tolerating process variations in large, set-associative caches: The buddy cache.
ACM Trans. Archit. Code Optim.
Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li
2008 A* conf
Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement.
DAC
Xiangyu Dong, Xiaoxia Wu, Guangyu Sun, Yuan Xie, Hai Li, Yiran Chen
2008 — conf
Design Margin Exploration of Spin-Torque Transfer RAM (SPRAM).
ISQED
Yiran Chen, Xiaobin Wang, Hai Li, Harry Liu, Dimitar V. Dimitrov
2007 C conf
VOSCH: Voltage scaled cache hierarchies.
ICCD
Weng-Fai Wong, Cheng-Kok Koh, Yiran Chen, Hai Li
2007 A conf
Variable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI.
ISLPED
Yiran Chen, Hai Li, Jing Li, Cheng-Kok Koh
2006 — conf
SAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design.
ASP-DAC
Hai Li, Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2005 A conf
Cascaded carry-select adder (C
ISLPED
Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2005 J jnl
Combined circuit and architectural level variable supply-voltage scaling for low power.
IEEE Trans. Very Large Scale Integr. Syst.
Hai Li, Chen-Yong Cher, Kaushik Roy, T. N. Vijaykumar
2005 — conf
Gated Decap: gate leakage control of on-chip decoupling capacitors in scaled technologies.
CICC
Yiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2004 J jnl
DCG: deterministic clock-gating for low-power microprocessor design.
IEEE Trans. Very Large Scale Integr. Syst.
Hai Li, Swarup Bhunia, Yiran Chen, Kaushik Roy, T. N. Vijaykumar
2003 J jnl
A single-V
IEEE J. Solid State Circuits
Amit Agarwal, Hai Li, Kaushik Roy
2003 A* conf
Deterministic Clock Gating for Microprocessor Power Reduction.
HPCA
Hai Li, Swarup Bhunia, Yiran Chen, T. N. Vijaykumar, Kaushik Roy
2003 A* conf
VSV: L2-Miss-Driven Variable Supply-Voltage Scaling for Low Power.
MICRO
Hai Li, Chen-Yong Cher, T. N. Vijaykumar, Kaushik Roy
2002 — conf
A High Performance IDDQ Testable Cache for Scaled CMOS Technologies.
Asian Test Symposium
Swarup Bhunia, Hai Li, Kaushik Roy
2002 A* conf
DRG-cache: a data retention gated-ground cache for low power.
DAC
Amit Agarwal, Hai Li, Kaushik Roy