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Hai Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

220

Venues

52

Active years

2002–2026

Best venue rank

A*

Where they publish

Papers

220 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIBrains vs. Algorithms? How Experts and Students See AI-Generated Distractors.Zifeng Liu, Hai Li, Jie Chao, Wanli Xing
2026AIEDLeveraging a Multi-agent LLM Framework for Academic Reading Support: Design and Evaluation of the SmartRead Platform.Hai Li, Bo Pei
2026AIEDBidirectional Co-regulation Mechanisms Between Teachable Agents and Students: Authority-Agency Evolutionary Characteristics and Their Link to Learning Gains Through Time Series Dynamics.Hai Li, Wanli Xing, Chenglu Li, Taehyun Kim, Yukyeong Song, Jinhee Kim
2026AIEDWho Benefits From Which Voice? Group-Differentiated Effects of Teachable Agent Voice Emotion Design on Achievement Emotions and Engagement Patterns in K-12 Mathematics Learning.Hai Li, Wanli Xing, Chenglu Li, Bailing Lyu
2026AIEDWhen to Stop? An Experimental Study on AI Teachable Agent Stopping Mechanisms and Their Learning Affordance in Mathematics.Anna Yinqi Zhang, Chenglu Li, Gkhan Glfidan, Hai Li, Magdalena Castaneda-Rios, Rui Guo, Yukyeong Song, Wanli Xing
2026EACLFLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model Compression.Jiayi Tian, Ryan Solgi, Jinming Lu, Yifan Yang, Hai Li, Zheng Zhang
2026HPCANP-CAM: Efficient and Scalable DNA Classification using a NoC-Partitioned CAM Architecture.Benjamin F. Morris III, Tergel Molom-Ochir, Changchun Zhou, Yiran Chen, Alex K. Jones, Hai Li
2026ISCAEVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture.Bowen Duan, Cong Guo, Chiyue Wei, Haoxuan Shan, Yuzhe Fu, Xinhua Chen, Yifan Xu, Ziyue Zhang, Changchun Zhou, Hai Li, Yiran Chen
2026ISCAOASIS: Outlier-Aware LUT-Based GEMM with Dual-Side Quantization for LLM Inference Acceleration.Xueying Wu, Baijun Zhou, Zhihui Gao, Yuzhe Fu, Qilin Zheng, Yintao He, Hai Li
2026ISCASDirectGeMM: Eliminating the GeMV Bottleneck in Analog In-Memory Computing.Tomohisa Kawakami, Tergel Molom-Ochir, Xudong Zhuang, Jiahui Yang, Tania Roy, Hai Li, Yiran Chen
2026LAKDesigning AI Teachable Agents with Personality: Supporting Student Emotions in Mathematics Learning.Bailing Lyu, Chenglu Li, Hai Li, Rui Guo
2026LAKHow Pedagogical Agents' Instructional, Cognitive, and Pastoral Conversational Strategies Interactively Shape Students' Learning.Bailing Lyu, Chenglu Li, Zheng Yao, Hai Li, Rui Guo
2025AIEDLeveraging Multi-modality and Collaborative Filtering for Supporting Automatic Scoring in Mathematics Education.Hai Li, Wanli Xing, Wangda Zhu, Chenglu Li, Bailing Lyu, Zifeng Liu, Neil T. Heffernan
2025AIEDEnhanced Knowledge Tracing: Leveraging Multi-time Series Features from Interaction Process via an Attention-Based Framework.Hai Li, Wanli Xing
2025AIEDText-Based Teachable Agents in Math Learning: Examining the Effects of Tone and Emojis on Student-Agent Interaction and Knowledge Application.Bailing Lyu, Chenglu Li, Hai Li, Wanli Xing, Gkhan Glfidan, Linlin Wu
2025ASPDACEnhanced Operator Learning for Scalable and Ultra-fast Thermal Simulation in 3D-IC Design.Xinling Yu, Ziyue Liu, Hai Li, Ian A. Young, Zheng Zhang
2025ASRUAsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning.Yueqian Lin, Zhengmian Hu, Jayakumar Subramanian, Qinsi Wang, Nikos Vlassis, Hai Li, Yiran Chen
2025ASRUXEmoRAG: Cross-Lingual Emotion Transfer with Controllable Intensity Using Retrieval-Augmented Generation.Tianlun Zuo, Jingbin Hu, Yuke Li, Xinfa Zhu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie
2025CVPRPanoGS: Gaussian-based Panoptic Segmentation for 3D Open Vocabulary Scene Understanding.Hongjia Zhai, Hai Li, Zhenzhe Li, Xiaokun Pan, Yijia He, Guofeng Zhang
2025ICCVKeyframe-Oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-form Video Processing.Yudong Liu, Jingwei Sun, Yueqian Lin, Jianyi Zhang, Jingyang Zhang, Ming Yin, Qinsi Wang, Hai Li, Yiran Chen
2025ICLRProactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
2025ICLRMin-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models.Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao (Frank) Yang, Hai Li
2025ICMLSADA: Stability-guided Adaptive Diffusion Acceleration.Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
2025InterspeechWeakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR.Mingchen Shao, Xinfa Zhu, Chengyou Wang, Bingshen Mu, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie
2025IROSMemGS: Memory-Efficient Gaussian Splatting for Real-Time SLAM.Yinlong Bai, Hongxin Zhang, Sheng Zhong, Junkai Niu, Hai Li, Yijia He, Yi Zhou
2025ISCATransitive Array: An Efficient GEMM Accelerator with Result Reuse.Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen
2025ISCAEcco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression.Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen
2025ISCAPhi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks.Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Li, Yiran Chen
2025ISCAQPlacer: Frequency-Aware Component Placement for Superconducting Quantum Computers.Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D. Oliver, Song Han, Kenneth R. Brown, Hai Li, Yiran Chen
2025ISCASResDDQN-FPGA: A Reinforcement Learning Framework for Dynamic and Efficient Control in Resonant DC-DC Converters.Yutong Chen, Hai Li, Lei Gong, Chao Wang
2025ISCASDigital Compute-in-Memory Ising Annealer with Ferroelectric Capacitor-Based nvSRAM for Combinatorial Optimization Problems.Yuyao Kong, Jianwei Jia, Anni Lu, Faaiq G. Waqar, Yuan-Chun Luo, Hai Li, Ian A. Young, Shimeng Yu
2025ICRANeuraloc: Visual Localization in Neural Implicit Map With Dual Complementary Features.Hongjia Zhai, Boming Zhao, Hai Li, Xiaokun Pan, Yijia He, Zhaopeng Cui, Hujun Bao, Guofeng Zhang
2025LAKWho Should Be My Tutor? Analyzing the Interactive Effects of Automated Text Personality Styles Between Middle School Students and a Mathematics Chatbot.Hai Li, Wanli Xing, Chenglu Li, Wangda Zhu, Bailing Lyu, Fan Zhang, Zifeng Liu
2025LAKExploring the Role of Teachable AI Agents' Personality Traits in Shaping Student Interaction and Learning in Mathematics Education.Bailing Lyu, Chenglu Li, Hai Li, Hyunju Oh, Yukyeong Song, Wangda Zhu, Wanli Xing
2025LAKBridging the Gender Gap: The Role of AI-Powered Math Story Creation in Learning Outcomes.Wangda Zhu, Wanli Xing, Bailing Lyu, Chenglu Li, Fan Zhang, Hai Li
2025WACVMLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning.Jianyi Zhang, Hao Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li
2024CVPRCSCO: Connectivity Search of Convolutional Operators.Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024CVPRMAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling.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
2024DACDigital CIM with Noisy SRAM Bit: A Compact Clustered Annealer for Large-Scale Combinatorial Optimization.Anni Lu, Junmo Lee, Yuan-Chun Luo, Hai Li, Ian A. Young, Shimeng Yu
2024EDMInvestigating the Dynamic Change of Pre- and In-service Teachers' Experiences, Attitudes, and Perceptions through CS Autobiography Using Topic Modeling.Shan Zhang, Hai Li, Hongming Li, Anthony F. Botelho, Maya Israel
2024FIEWIP: Examining Disparities in Mathematical Literacy Within an Asynchronous Online Discussion Community through Core & Periphery & Extra-Periphery Structure.Hai Li, Rui Guo, Wangda Zhu, Chenglu Li, Wanli Xing
2024ICLRSD-NAE: Generating Natural Adversarial Examples with Stable Diffusion.Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li
2024InterspeechFreeV: Free Lunch For Vocoders Through Pseudo Inversed Mel Filter.Yuanjun Lv, Hai Li, Ying Yan, Junhui Liu, Danming Xie, Lei Xie
2024ISCANDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
2024LAKAutomated Feedback for Student Math Responses Based on Multi-Modality and Fine-Tuning.Hai Li, Chenglu Li, Wanli Xing, Sami Baral, Neil T. Heffernan
2024MobisysDemo: MuRa: A Scalable Mobile Ultra-wideband Testbed for Multi-node Ranging.Shaoyang Yang, Fang Liu, Hai Li, Guoliang Xing, Hongkai Chen
2024WACVTunable Hybrid Proposal Networks for the Open World.Matthew Inkawhich, Nathan Inkawhich, Hai Li, Yiran Chen
2023AAAIREMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation.Caiqi Sun, Jiewei Gu, Binbin Hu, Xin Dong, Hai Li, Lei Cheng, Linjian Mo
2023ASRUZero-Shot Emotion Transfer for Cross-Lingual Speech Synthesis.Yuke Li, Xinfa Zhu, Yi Lei, Hai Li, Junhui Liu, Danming Xie, Lei Xie
2023CVPRGlobal Vision Transformer Pruning with Hessian-Aware Saliency.Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz
2023ECAIMulti-Agent Cooperative Games Using Belief Map Assisted Training.Chen Luo, Qinwei Huang, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu
2023HPCAINCA: Input-stationary Dataflow at Outside-the-box Thinking about Deep Learning Accelerators.Bokyung Kim, Shiyu Li, Hai Li
2023ICASSPPreserving Background Sound in Noise-Robust Voice Conversion Via Multi-Task Learning.Jixun Yao, Yi Lei, Qing Wang, Pengcheng Guo, Ziqian Ning, Lei Xie, Hai Li, Junhui Liu, Danming Xie
2023ICASSPSelf-Distillation Hashing for Efficient Hamming Space Retrieval.Hongjia Zhai, Hai Li, Hanzhi Zhang, Hujun Bao, Guofeng Zhang
2023ICCVStable and Causal Inference for Discriminative Self-supervised Deep Visual Representations.Yuewei Yang, Hai Li, Yiran Chen
2023ICMLFed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction.Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
2023IJCNNOn a New Type of Neural Computation for Probabilistic Symbolic Reasoning.Ximing Qiao, Hai Li
2023IECONDynamic Grasping of Aerial Manipulator Based on Coupling Disturbance Compensation Caused by Manipulator and Load.Hai Li, Jiayu Liu, Zhan Li, Tong Wu, Quman Xu, Chen Dong, Xuebo Yang
2023IECONCharacteristic-Model Based Discrete-Time Sliding Mode Control for Attitude Tracking of Quadrotor Under Unknown Dynamics and Input Saturation.Bingkai Xiu, Zhan Li, Hai Li, Fulin Song, Quman Xu, Jinhui Liu
2023MICROSi-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI.Edward Hanson, Shiyu Li, Guanglei Zhou, Feng Cheng, Yitu Wang, Rohan Bose, Hai Li, Yiran Chen
2023WWWNASRec: Weight Sharing Neural Architecture Search for Recommender Systems.Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2023SIGIRBKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction.Yin Deng, Yingxin Chen, Xin Dong, Lingchao Pan, Hai Li, Lei Cheng, Linjian Mo
2023WACVMixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments.Jingyang Zhang, Nathan Inkawhich, Randolph Linderman, Yiran Chen, Hai Li
2023WACV: Joint Point Interaction-Dimension Search for 3D Point Cloud.Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2023SCReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers.Linghao Song, Fan Chen, Hai Li, Yiran Chen
2022CIKMGDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning.Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
2022CIKMMASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning.Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
2022CIKMA Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction.Hai Li, Xin Dong, Lei Cheng, Linjian Mo
2022ICCADApproximate Computing and the Efficient Machine Learning Expedition.Jrg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis
2022ICDMGraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen
2022InterspeechAutomated Detection of Wilson's Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition.Zhenglin Zhang, Lizhuang Yang, Xun Wang, Hai Li
2022ISMARVox-Fusion: Dense Tracking and Mapping with Voxel-based Neural Implicit Representation.Xingrui Yang, Hai Li, Hongjia Zhai, Yuhang Ming, Yuqian Liu, Guofeng Zhang
2022WACVThe Untapped Potential of Off-the-Shelf Convolutional Neural Networks.Matthew Inkawhich, Nathan Inkawhich, Eric K. Davis, Hai Li, Yiran Chen
2022SENSYSFedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen
2021AAAINASGEM: Neural Architecture Search via Graph Embedding Method.Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
2021AAAIKGDet: Keypoint-Guided Fashion Detection.Shenhan Qian, Dongze Lian, Binqiang Zhao, Tong Liu, Bohui Zhu, Hai Li, Shenghua Gao
2021CVPRSoteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective.Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen
2021DATEMarvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D.Fan Chen, Linghao Song, Hai Li, Yiran Chen
2021DATEAn Efficient Programming Framework for Memristor-based Neuromorphic Computing.Grace Li Zhang, Bing Li, Xing Huang, Chen Shen, Shuhang Zhang, Florin Burcea, Helmut Graeb, Tsung-Yi Ho, Hai Li, Ulf Schlichtmann
2021HPCCReinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen
2021ICASSPThe Multi-Speaker Multi-Style Voice Cloning Challenge 2021.Qicong Xie, Xiaohai Tian, Guanghou Liu, Kun Song, Lei Xie, Zhiyong Wu, Hai Li, Song Shi, Haizhou Li, Fen Hong, Hui Bu, Xin Xu
2021ICCADHeterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper).Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty
2021ICCADRerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation.Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen
2021ICCADPeripheral Circuitry Assisted Mapping Framework for Resistive Logic-In-Memory Computing.Shuhang Zhang, Hai Li, Ulf Schlichtmann
2021ICLRBSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization.Huanrui Yang, Lin Duan, Yiran Chen, Hai Li
2021ICMLImproving Gradient Regularization using Complex-Valued Neural Networks.Eric C. Yeats, Yiran Chen, Hai Li
2021IJCNNDefending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces.Chaofei Yang, Leah Ding, Yiran Chen, Hai Li
2021InterspeechEnriching Source Style Transfer in Recognition-Synthesis Based Non-Parallel Voice Conversion.Zhichao Wang, Xinyong Zhou, Fengyu Yang, Tao Li, Hongqiang Du, Lei Xie, Wendong Gan, Haitao Chen, Hai Li
2021ISMARBDLoc: Global Localization from 2.5D Building Map.Hai Li, Tianxing Fan, Hongjia Zhai, Zhaopeng Cui, Hujun Bao, Guofeng Zhang
2021KDDPrivacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective.Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li
2021KDDThe Fifth International Workshop on Automation in Machine Learning.Tao Wang, Patrick Koch, Brett Wujek, Jun Liu, Hai Li
2021MOBICOMHermes: an efficient federated learning framework for heterogeneous mobile clients.Ang Li, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen
2021SIGIRMSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning.Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo
2021WACVLine Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization.Qian Zhang, Bo Wang, Wei Wen, Hai Li, Junhui Liu
2021VRSuperPlane: 3D Plane Detection and Description from a Single Image.Weicai Ye, Hai Li, Tianxiang Zhang, Xiaowei Zhou, Hujun Bao, Guofeng Zhang
2021SENSYSFedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking.Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen
2020ASPDACEnhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation.Chaofei Yang, Hai Li, Yiran Chen, Jiang Hu
2020CVPRLearning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen
2020DATEGRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation.Biresh Kumar Joardar, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2020HPCAAccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators.Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2020ICCADFast IR Drop Estimation with Machine Learning : Invited Paper.Zhiyao Xie, Hai Li, Xiaoqing Xu, Jiang Hu, Yiran Chen
2020ICCADReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration.Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen
2020ICCADMobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block.Qilin Zheng, Xingchen Li, Zongwei Wang, Guangyu Sun, Yimao Cai, Ru Huang, Yiran Chen, Hai Li
2020ICLRDeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures.Huanrui Yang, Wei Wen, Hai Li
2020ICMLPENNI: Pruned Kernel Sharing for Efficient CNN Inference.Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
2020IJCNNConditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training.Chunpeng Wu, Hai Li
2020IJCNNRedistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer.Chunpeng Wu, Bin Ni, Hai Li
2020KDDAutoGrow: Automatic Layer Growing in Deep Convolutional Networks.Wei Wen, Feng Yan, Yiran Chen, Hai Li
2019AAAIDPATCH: An Adversarial Patch Attack on Object Detectors.Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li
2019AAAIBamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions.Huanrui Yang, Jingchi Zhang, Hsin-Pai Cheng, Wenhan Wang, Yiran Chen, Hai Li
2019ASPDACAdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems.Hsin-Pai Cheng, Juncheng Shen, Huanrui Yang, Qing Wu, Hai Li, Yiran Chen
2019ASPDACNeuralHMC: an efficient HMC-based accelerator for deep neural networks.Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen
2019DATEREGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs.Biresh Kumar Joardar, Bing Li, Janardhan Rao Doppa, Hai Li, Partha Pratim Pande, Krishnendu Chakrabarty
2019HPCAHyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019HPCCHigh-Performance Tensor Decoder on GPUs for Wireless Camera Networks in IoT.Hai Li, Tao Zhang, Runjia Zhang, Xiao-Yang Liu
2019ICMLAFeedback Learning for Improving the Robustness of Neural Networks.Chang Song, Zuoguan Wang, Hai Li
2019ICMLAJoint Regularization on Activations and Weights for Efficient Neural Network Pruning.Qing Yang, Wei Wen, Zuoguan Wang, Hai Li
2019ICTAIDASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
2019MICCAINon-rigid Registration of White Matter Tractography Using Coherent Point Drift Algorithm.Wenjuan Wang, Jin Liu, Tengfei Wang, Zongtao Hu, Li Xia, Hongzhi Wang, Lizhuang Yang, Stephen T. C. Wong, Xiaochu Zhang, Hai Li
2018ASPDACProcess variation aware data management for magnetic skyrmions racetrack memory.Fan Chen, Zheng Li, Wang Kang, Weisheng Zhao, Hai Li, Yiran Chen
2018ASPDACNeu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems.Xiaoxiao Liu, Wei Wen, Xuehai Qian, Hai Li, Yiran Chen
2018DACAtomlayer: a universal reRAM-based CNN accelerator with atomic layer computation.Ximing Qiao, Xiong Cao, Huanrui Yang, Linghao Song, Hai Li
2018DATEExploring the opportunity of implementing neuromorphic computing systems with spintronic devices.Bonan Yan, Fan Chen, Yaojun Zhang, Chang Song, Hai Li, Yiran Chen
2018HPCARC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases.Peng Wang, Shuo Li, Guangyu Sun, Xiaoyang Wang, Yiran Chen, Hai Li, Jason Cong, Nong Xiao, Tao Zhang
2018ICCADEMAT: an efficient multi-task architecture for transfer learning using ReRAM.Fan Chen, Hai Li
2018ICLRLearning Intrinsic Sparse Structures within Long Short-Term Memory.Wei Wen, Yuxiong He, Samyam Rajbhandari, Minjia Zhang, Wenhan Wang, Fang Liu, Bin Hu, Yiran Chen, Hai Li
2018ISCASDesign and Data Management for Magnetic Racetrack Memory.Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen, Hai Li
2018ISCASA Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems.Qing Yang, Hai Li, Qing Wu
2017ASPDACExtending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer.Chuhan Min, Jie Guo, Hai Li, Yiran Chen
2017CVPRA Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation.Chunpeng Wu, Wei Wen, Tariq Afzal, Yongmei Zhang, Yiran Chen, Hai Li
2017FCCMAn FPGA Design Framework for CNN Sparsification and Acceleration.Sicheng Li, Wei Wen, Yu Wang, Song Han, Yiran Chen, Hai Li
2017HPCAPipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning.Linghao Song, Xuehai Qian, Hai Li, Yiran Chen
2017ICCADAdaLearner: An adaptive distributed mobile learning system for neural networks.Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017ICCADMeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017ICCADA closed-loop design to enhance weight stability of memristor based neural network chips.Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li
2017ICCVCoordinating Filters for Faster Deep Neural Networks.Wei Wen, Cong Xu, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
2017ICLRFaster CNNs with Direct Sparse Convolutions and Guided Pruning.Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey
2016ASPDACA novel PUF based on cell error rate distribution of STT-RAM.Xian Zhang, Guangyu Sun, Yaojun Zhang, Yiran Chen, Hai Li, Wujie Wen, Jia Di
2016DACTEMP: thread batch enabled memory partitioning for GPU.Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li
2016DACA new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.Wei Wen, Chunpeng Wu, Yandan Wang, Kent W. Nixon, Qing Wu, Mark Barnell, Hai Li, Yiran Chen
2016DATESliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache.Xue Wang, Mengjie Mao, Enes Eken, Wujie Wen, Hai Li, Yiran Chen
2016DATEA holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations.Wujie Wen, Mengjie Mao, Hai Li, Yiran Chen, Yukui Pei, Ning Ge
2016ICASSPWind speed estimation of low-altitude wind-shear based on multiple Doppler channels joint adaptive processing.Hai Li, Meng Zhou, Renbiao Wu, Yanfei Han
2016ICCADA data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel.Sicheng Li, Yandan Wang, Wujie Wen, Yu Wang, Yiran Chen, Hai Li
2016ICCADSecurity of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect.Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran
2016ICCADSecurity challenges in smart surveillance systems and the solutions based on emerging nano-devices.Chaofei Yang, Chunpeng Wu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu
2016ICCDDesign techniques of eNVM-enabled neuromorphic computing systems.Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
2016ISCASBuilt-in selectors self-assembled into memristors.Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang
2016ISCASSecurity of neuromorphic systems: Challenges and solutions.Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell
2015ASPDACAn efficient STT-RAM-based register file in GPU architectures.Xiaoxiao Liu, Mengjie Mao, Xiuyuan Bi, Hai Li, Yiran Chen
2015ASPDACQuantitative modeling of racetrack memory, a tradeoff among area, performance, and power.Chao Zhang, Guangyu Sun, Weiqi Zhang, Fan Mi, Hai Li, Weisheng Zhao
2015DACFlexLevel: a novel NAND flash storage system design for LDPC latency reduction.Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen
2015DACVortex: variation-aware training for memristor X-bar.Beiye Liu, Hai Li, Yiran Chen, Xin Li, Qing Wu, Tingwen Huang
2015DACRENO: a high-efficient reconfigurable neuromorphic computing accelerator design.Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang
2015DACCloning your mind: security challenges in cognitive system designs and their solutions.Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu
2015DACA spiking neuromorphic design with resistive crossbar.Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang
2015DACVWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications.Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li
2015DATEGiant spin hall effect (GSHE) logic design for low power application.Yaojun Zhang, Bonan Yan, Wenqing Wu, Hai Li, Yiran Chen
2015FCCMFPGA Acceleration of Recurrent Neural Network Based Language Model.Sicheng Li, Chunpeng Wu, Hai Li, Boxun Li, Yu Wang, Qinru Qiu
2015FPLHierarchical library based power estimator for versatile FPGAs.Hao Liang, Wei Zhang, Sharad Sinha, Yi-Chung Chen, Hai Li
2015ISCASThe applications of memristor devices in next-generation cortical processor designs.Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu
2015ISCASA new self-reference sensing scheme for TLC MRAM.Zheng Li, Bonan Yan, Lun Yang, Weisheng Zhao, Yiran Chen, Hai Li
2015PIMRCEnergy- and spectral-efficiency tradeoff in massive MIMO systems with inter-user interference.Yuanyuan Hao, Zhengyu Song, Shujuan Hou, Hai Li
2014ASPDACThe stochastic modeling of TiO2 memristor and its usage in neuromorphic system design.Miao Hu, Yu Wang, Qinru Qiu, Yiran Chen, Hai Li
2014ASPDACA coherent hybrid SRAM and STT-RAM L1 cache architecture for shared memory multicores.Jianxing Wang, Yenni Tim, Weng-Fai Wong, Zhong-Liang Ong, Zhenyu Sun, Hai Li
2014DACA New Field-assisted Access Scheme of STT-RAM with Self-reference Capability.Enes Eken, Yaojun Zhang, Wujie Wen, Rajiv V. Joshi, Hai Li, Yiran Chen
2014FPGAHierarchical library-based power estimator for versatile FPGAs (abstract only).Hao Liang, Yi-Chung Chen, Wei Zhang, Hai Li
2014FPGABMP: a fast B*-tree based modular placer for FPGAs (abstract only).Fubing Mao, Yi-Chung Chen, Wei Zhang, Hai Li
2014ICASSPPolSAR image speckle reduction based on sparse representation and structure characteristics.Ping Han, Xiaohong Yu, Xiaoguang Lu, Hai Li
2014ICCADReduction and IR-drop compensations techniques for reliable neuromorphic computing systems.Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell
2014ICCDOptimizing MLC-based STT-RAM caches by dynamic block size reconfiguration.Jianxing Wang, Pooja Roy, Weng-Fai Wong, Xiuyuan Bi, Hai Li
2014IJCNNSTDP learning rule based on memristor with STDP property.Ling Chen, Chuandong Li, Tingwen Huang, Xing He, Hai Li, Yiran Chen
2014IJCNNAn adjustable memristor model and its application in small-world neural networks.Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan
2014ISCASBio-inspired computing with resistive memories - models, architectures and applications.Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu
2014ISLPEDDesign exploration of racetrack lower-level caches.Zhenyu Sun, Xiuyuan Bi, Alex K. Jones, Hai Li
2014SMCA novel multi-feature fusion and sparse coding-based framework for image retrieval.Qiaosong Chen, Yuanyuan Ding, Hai Li, Xi Wang, Jin Wang, Xin Deng
2014SMCAffine invariant features-based tone mapping algorithm for high dynamic range images.Qiaosong Chen, Hai Li, Yuanyuan Ding, Chang Liu, Jin Wang, Xin Deng
2013DACDigital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine.Beiye Liu, Miao Hu, Hai Li, Zhi-Hong Mao, Yiran Chen, Tingwen Huang, Wei Zhang
2013DATESTT-RAM designs supporting dual-port accesses.Xiuyuan Bi, Mohamed Anis Weldon, Hai Li
2013DATEDA-RAID-5: a disturb aware data protection technique for NAND flash storage systems.Jie Guo, Wujie Wen, Yaojun Zhang, Sicheng Li, Hai Li, Yiran Chen
2013ICCADUnleashing the potential of MLC STT-RAM caches.Xiuyuan Bi, Mengjie Mao, Danghui Wang, Hai Li
2013ICCADA neuromorphic architecture for anomaly detection in autonomous large-area traffic monitoring.Qiuwen Chen, Qinru Qiu, Hai Li, Qing Wu
2013ICCADADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications.Yaojun Zhang, Ismail Bayram, Yu Wang, Hai Li, Yiran Chen
2013MICCAISuperpixel-Based Segmentation of Glioblastoma Multiforme from Multimodal MR Images.Po Su, Jianhua Yang, Hai Li, Linda Chi, Zhong Xue, Stephen T. Wong
2012ASPDACFine-grained dynamic voltage scaling on OLED display.Xiang Chen, Jian Zheng, Yiran Chen, Wei Zhang, Hai Li
2012ASPDACA Look Up Table design with 3D bipolar RRAMs.Yi-Chung Chen, Wei Zhang, Hai Li
2012DACHardware realization of BSB recall function using memristor crossbar arrays.Miao Hu, Hai Li, Qing Wu, Garrett S. Rose
2012DATESpintronic memristor based temperature sensor design with CMOS current reference.Xiuyuan Bi, Chao Zhang, Hai Li, Yiran Chen, Robinson E. Pino
2012DATEArchitecting a common-source-line array for bipolar non-volatile memory devices.Bo Zhao, Jun Yang, Youtao Zhang, Yiran Chen, Hai Li
2012FPLNon-volatile 3D stacking RRAM-based FPGA.Yi-Chung Chen, Wenhua Wang, Hai Li, Wei Zhang
2012GLOBECOMOn Gaussian Multiple Access Channel with Signal Dependent Noise.Hai Li, Youjian Liu
2012ICCADProbabilistic design methodology to improve run-time stability and performance of STT-RAM caches.Xiuyuan Bi, Zhenyu Sun, Hai Li, Wenqing Wu
2012IJCNNMemristor crossbar based hardware realization of BSB recall function.Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen
2012IJCNNMemristor-based synapse design and training scheme for neuromorphic computing architecture.Hui Wang, Hai Li, Robinson E. Pino
2012ISCASA novel peripheral circuit for RRAM-based LUT.Yi-Chung Chen, Hai Li, Wei Zhang
2012ISLPEDProcess variation aware data management for STT-RAM cache design.Zhenyu Sun, Xiuyuan Bi, Hai Li
2012ISLPEDA dual-mode architecture for fast-switching STT-RAM.Zhenyu Sun, Hai Li, Wenqing Wu
2011ASPDACEmerging sensing techniques for emerging memories.Yiran Chen, Hai Li
2011ASPDACGeometry variations analysis of TiO2 thin-film and spintronic memristors.Miao Hu, Hai Li, Yiran Chen, Xiaobin Wang, Robinson E. Pino
2011DATE3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers.Yi-Chung Chen, Hai Li, Yiran Chen, Robinson E. Pino
2011ICCADFast statistical model of TiO2 thin-film memristor and design implication.Miao Hu, Hai Li, Robinson E. Pino
2011ICCADUniversal statistical cure for predicting memory loss.Rajiv V. Joshi, Rouwaida Kanj, Peiyuan Wang, Hai Li
2011ISLPEDProcessor caches with multi-level spin-transfer torque ram cells.Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh
2010CSCWDA cooperative design framework based on multi-agent for aircraft structural parts.Hai Li, Yingguang Li, Wei Wang, Changqing Liu
2010DATEA nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM).Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2010DATECompact model of memristors and its application in computing systems.Hai Li, Miao Hu
2010HPCAA Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement.Guangyu Sun, Yongsoo Joo, Yibo Chen, Dimin Niu, Yuan Xie, Yiran Chen, Hai Li
2010ICCADVariation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement.Zhenyu Sun, Hai Li, Yiran Chen, Xiaobin Wang
2010ISLPEDCombined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM.Yiran Chen, Hai Li, Xiaobin Wang, Wenzhong Zhu, Wei Xu, Tong Zhang
2009DATEAn overview of non-volatile memory technology and the implication for tools and architectures.Hai Li, Yiran Chen
2009ICCDThe salvage cache: A fault-tolerant cache architecture for next-generation memory technologies.Cheng-Kok Koh, Weng-Fai Wong, Yiran Chen, Hai Li
2008DACCircuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement.Xiangyu Dong, Xiaoxia Wu, Guangyu Sun, Yuan Xie, Hai Li, Yiran Chen
2008ICNCRepresentation of Small-World Networks Based on Cloud Model.Xu Han, Wei-Sheng Xu, You-Ling Yu, Hai Li
2007ICCDVOSCH: Voltage scaled cache hierarchies.Weng-Fai Wong, Cheng-Kok Koh, Yiran Chen, Hai Li
2007ISLPEDVariable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI.Yiran Chen, Hai Li, Jing Li, Cheng-Kok Koh
2006ASPDACSAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design.Hai Li, Yiran Chen, Kaushik Roy, Cheng-Kok Koh
2005ISLPEDCascaded carry-select adder (CYiran Chen, Hai Li, Kaushik Roy, Cheng-Kok Koh
2003HPCADeterministic Clock Gating for Microprocessor Power Reduction.Hai Li, Swarup Bhunia, Yiran Chen, T. N. Vijaykumar, Kaushik Roy
2003MICROVSV: L2-Miss-Driven Variable Supply-Voltage Scaling for Low Power.Hai Li, Chen-Yong Cher, T. N. Vijaykumar, Kaushik Roy
2002DACDRG-cache: a data retention gated-ground cache for low power.Amit Agarwal, Hai Li, Kaushik Roy