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Li Shen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

279

Venues

72

Active years

1983–2026

Best venue rank

A*

Where they publish

Papers

279 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLEfficient Transformer Parameter Reuse via Zero-Token Mechanism.Guanghao Li, Wenhao Jiang, Li Shen, Ming Tang, Chun Yuan
2026ACLO1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning.Haotian Luo, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Xiaochun Cao, Dacheng Tao, Naiqiang Tan, Li Shen
2026ACLUniversally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling.Fei Wang, Li Shen, Liang Ding, Chao Xue, Ye Liu, Changxing Ding
2026ACLReason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing.Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2026ACLCTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning.Biao Yi, Tiansheng Huang, Baolei Zhang, Tong Li, Lihai Nie, Zheli Liu, Li Shen
2026ASPDACAutoCT: Hybrid Compressor Tree Optimization via Reinforcement Learning with Graph Modeling.Shangshang Yao, Kunlong Li, Li Shen, Ruoxi Wang, Jingyu Liu
2026ISCARevisiting Global Value Prediction: A Resurgent Complement to Local Predictors.Ling Yang, Libo Huang, Zhong Zheng, Bingcai Sui, Sheng Ma, Yongwen Wang, Li Shen, Junhui Wang, Gang Chen, Qianming Yang, Songwen Pei, Weixia Xu
2026SPConsistent Estimation of Numerical Distributions Under Local Differential Privacy by Wavelet Expansion.Puning Zhao, Zhikun Zhang, Bo Sun, Li Shen, Liang Zhang, Shaowei Wang, Zhe Liu
2025AAAIEvaluating topological fitness of human brain-inspired sub-circuits in Echo State Networks.Bach V. Nguyen, Tianlong Chen, Shu Yang, Bojian Hou, Li Shen, Duy Duong-Tran
2025AAAIIntegrating Social Determinants of Health in a Multi-Modal Deep Clustering Survival Model for Injury-Risk in Alzheimer’s and Related Dementia Patients.Kazi Noshin, Mary Regina Boland, Bojian Hou, Weiqing He, Victoria Lu, Li Shen, Aidong Zhang
2025AAAIDivide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models.Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Wei Yu, Dacheng Tao
2025AAAIImage-to-video Adaptation with Outlier Modeling and Robust Self-learning.Junbao Zhuo, Shuhui Wang, Zhenghan Chen, Li Shen, Qingming Huang, Huimin Ma
2025ACLEdit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs.Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025CVPRLoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs.Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao
2025CVPRInvestigating the Role of Weight Decay in Enhancing Nonconvex SGD.Tao Sun, Yuhao Huang, Li Shen, Kele Xu, Bao Wang
2025ECAIAIRES: A General Framework for Efficient Intrinsic Rewards Based on Attention Mechanisms.Xin Liu, Jie Tan, Li Shen, Xu Wang, Guoli Wu, Xiaoguang Ren, Huadong Dai
2025EMNLPRobust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA.Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025EMNLPDynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs.Xiabin Zhou, Wenbin Wang, Minyan Zeng, Jiaxian Guo, Xuebo Liu, Li Shen, Min Zhang, Liang Ding
2025ICCADILP-Driven FPGA Multiplier Synthesis: A Scalable Framework for Area-Latency Co-Optimization.Shangshang Yao, Kunlong Li, Li Shen
2025ICCVAdapting Vision-Language Models for 3D CT/MRI Understanding on PMBB via Slice Selection and Explanation Analysis.Hongzhuo Chen, Rahul Shukla, Ruiming Wu, Shu Yang, Duy Duong-Tran, Duy Minh Ho Nguyen, Mathias Niepert, Cameron Beeche, James C. Gee, Jeffrey T. Duda, Rakesh Sharma, Christos Davatzikos, Walter R. Witschey, Bojian Hou, Li Shen
2025ICCVMuGS: Multi-Baseline Generalizable Gaussian Splatting Reconstruction.Yaopeng Lou, Li Shen, Tianqi Liu, Jiaqi Li, Zihao Huang, Huiqiang Sun, Zhiguo Cao
2025ICCVMulti-Modal Deep Clustering Survival Machines for Alzheimer's Disease Subtype Discovery.Zixuan Wen, Bojian Hou, Weiqing He, Shu Yang, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen
2025ICLRPEARL: Towards Permutation-Resilient LLMs.Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong
2025ICLRCombatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection.Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025ICLRFine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic.Ruochen Jin, Bojian Hou, Jiancong Xiao, Weijie J. Su, Li Shen
2025ICLRUnderstanding the Stability-based Generalization of Personalized Federated Learning.Yingqi Liu, Qinglun Li, Jie Tang, Yifan Shi, Li Shen, Xiaochun Cao
2025ICLRDynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense.Siyu Luan, Zhenyi Wang, Li Shen, Zonghua Gu, Chao Wu, Dacheng Tao
2025ICLROpen-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation.Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Chun Yuan, Dacheng Tao
2025ICLRMitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace.Jinluan Yang, Anke Tang, Didi Zhu, Zhengyu Chen, Li Shen, Fei Wu
2025ICLRNear-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency.Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao
2025ICLREnhancing Learning with Label Differential Privacy by Vector Approximation.Puning Zhao, Jiafei Wu, Zhe Liu, Li Shen, Zhikun Zhang, Rongfei Fan, Le Sun, Qingming Li
2025ICMLVulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning.Liang Chen, Xueting Han, Li Shen, Jing Bai, Kam-Fai Wong
2025ICMLMultinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints.Qixin Zhang, Wei Huang, Can Jin, Puning Zhao, Yao Shu, Li Shen, Dacheng Tao
2025ICMLTargeted Low-rank Refinement: Enhancing Sparse Language Models with Precision.Li Shen, Anke Tang, Yong Luo, Tao Sun, Han Hu, Xiaochun Cao
2025ICMLMastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer.Yilun Kong, Guozheng Ma, Qi Zhao, Haoyu Wang, Li Shen, Xueqian Wang, Dacheng Tao
2025ICMLNetwork Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning.Guozheng Ma, Lu Li, Zilin Wang, Li Shen, Pierre-Luc Bacon, Dacheng Tao
2025ICMLRetrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG.Wenbin Wang, Yongcheng Jing, Liang Ding, Yingjie Wang, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2025ICMLSafety Reasoning with Guidelines.Haoyu Wang, Zeyu Qin, Li Shen, Xueqian Wang, Dacheng Tao, Minhao Cheng
2025ICMLGraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation.Mengzhu Wang, Houcheng Su, Jiao Li, Chuan Li, Nan Yin, Li Shen, Jingcai Guo
2025ICMLModeling Multi-Task Model Merging as Adaptive Projective Gradient Descent.Yongxian Wei, Anke Tang, Li Shen, Zixuan Hu, Chun Yuan, Xiaochun Cao
2025ICMLRestoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach.Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J. Su, Li Shen
2025ICMLContextual Bandits for Unbounded Context Distributions.Puning Zhao, Rongfei Fan, Shaowei Wang, Li Shen, Qixin Zhang, Zong Ke, Tianhang Zheng
2025ICMLDecision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making.Hongling Zheng, Li Shen, Yong Luo, Deheng Ye, Bo Du, Jialie Shen, Dacheng Tao
2025ICMLMask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More.Xialie Zhuang, Zhikai Jia, Jianjin Li, Zhenyu Zhang, Li Shen, Zheng Cao, Shiwei Liu
2025ICMLAMeta-TTT: A Meta-learning Minimax Framework For Test-Time Training.Chen Tao, Li Shen, Soumik Mondal
2025ICONIPRobust Multivariate Time Series Forecasting with Deep Reconstruction.Xuyi Fan, Hongguang Li, Yangzhu Wang, Wei Li, Li Shen
2025IJCAIHypernetwork Aggregation for Decentralized Personalized Federated Learning.Weishi Li, Yong Peng, Mengyao Du, Fuhui Sun, Xiaoyan Wang, Li Shen
2025KDDMentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance.Jia Xu, Tianyi Wei, Bojian Hou, Patryk Orzechowski, Shu Yang, Ruochen Jin, Rachael Paulbeck, Joost B. Wagenaar, George Demiris, Li Shen
2025WCNCSoft-Output Fast Successive-Cancellation List Decoder for Polar Codes.Li Shen, Yongpeng Wu, Yin Xu, Xiaohu You, Xiqi Gao, Wenjun Zhang
2024AAAIEvaluate Geometry of Radiance Fields with Low-Frequency Color Prior.Qihang Fang, Yafei Song, Keqiang Li, Li Shen, Huaiyu Wu, Gang Xiong, Liefeng Bo
2024AAAINeural Network Approximation for Pessimistic Offline Reinforcement Learning.Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu
2024ACLOOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models.Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2024ACLRevisiting Knowledge Distillation for Autoregressive Language Models.Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao
2024ACMLDude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model.Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag
2024AIMEIntegrative Analysis of Amyloid Imaging and Genetics Reveals Subtypes of Alzheimer Progression in Early Stage.Bing He, Neel Sangani, Ruiming Wu, Pradeep Varathan, Alice Patania, Shannon L. Risacher, Kwangsik Nho, Liana G. Apostolova, Andrew J. Saykin, Li Shen, Jingwen Yan
2024AISTATSOnline Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods.Davoud Ataee Tarzanagh, Parvin Nazari, Bojian Hou, Li Shen, Laura Balzano
2024CVPRPOCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning.Jiayi Guan, Li Shen, Ao Zhou, Lusong Li, Han Hu, Xiaodong He, Guang Chen, Changjun Jiang
2024CVPRYour Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning.Ziming Hong, Li Shen, Tongliang Liu
2024CVPRDecentralized Directed Collaboration for Personalized Federated Learning.Yingqi Liu, Yifan Shi, Baoyuan Wu, Qinglun Li, Xueqian Wang, Li Shen
2024CVPRFree: Faster and Better Data-Free Meta-Learning.Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
2024CVPREmbodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld.Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi
2024CVPRSheared Backpropagation for Fine-Tuning Foundation Models.Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao
2024ECAIDiversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer.Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao
2024ECCVTraining A Secure Model Against Data-Free Model Extraction.Zhenyi Wang, Li Shen, Junfeng Guo, Tiehang Duan, Siyu Luan, Tongliang Liu, Mingchen Gao
2024ECCVUnmasking Bias in Diffusion Model Training.Hu Yu, Li Shen, Jie Huang, Hongsheng Li, Feng Zhao
2024EMNLPDALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature.Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen
2024EMNLPIs C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning.Abhinav Bandari, Lu Yin, Cheng-Yu Hsieh, Ajay Jaiswal, Tianlong Chen, Li Shen, Ranjay Krishna, Shiwei Liu
2024ICLRImproving Non-Transferable Representation Learning by Harnessing Content and Style.Ziming Hong, Zhenyi Wang, Li Shen, Yu Yao, Zhuo Huang, Shiming Chen, Chuanwu Yang, Mingming Gong, Tongliang Liu
2024ICLRLearning Multi-Agent Communication from Graph Modeling Perspective.Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024ICLRRevisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages.Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
2024ICLRParameter-Efficient Multi-Task Model Fusion with Partial Linearization.Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao
2024ICLRA Unified and General Framework for Continual Learning.Zhenyi Wang, Yan Li, Li Shen, Heng Huang
2024ICLRAdaMerging: Adaptive Model Merging for Multi-Task Learning.Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao
2024ICLRDREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption.Nan Yin, Mengzhu Wang, Zhenghan Chen, Li Shen, Huan Xiong, Bin Gu, Xiao Luo
2024ICMLHarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning.Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024ICMLQ-value Regularized Transformer for Offline Reinforcement Learning.Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024ICMLSparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications.Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao
2024ICMLMerging Multi-Task Models via Weight-Ensembling Mixture of Experts.Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
2024ICMLGeneralization Analysis of Stochastic Weight Averaging with General Sampling.Peng Wang, Li Shen, Zerui Tao, Shuaida He, Dacheng Tao
2024ICMLTask Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models.Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao
2024ICMLRepresentation Surgery for Multi-Task Model Merging.Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao
2024ICPPA Distributed Framework for Subgraph Isomorphism Leveraging CPU and GPU Heterogeneous Computing.Chen Chen, Li Shen, Yingwen Chen
2024IJCAIMuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models.Kanxue Li, Baosheng Yu, Qi Zheng, Yibing Zhan, Yuhui Zhang, Tianle Zhang, Yijun Yang, Yue Chen, Lei Sun, Qiong Cao, Li Shen, Lusong Li, Dapeng Tao, Xiaodong He
2024IJCNNSiamese-like Time-series Forecasting with Prior Anomaly Detection and Inner Reconstruction.Li Shen, Yuning Wei, Yangzhu Wang, Xuyi Fan, Minghao Zhao
2024MICCAISubject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification.Sion An, Myeongkyun Kang, Soopil Kim, Philip Chikontwe, Li Shen, Sang Hyun Park
2024MICCAIVolume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics.Nghi Nguyen, Tao Hou, Enrico Amico, Jingyi Zheng, Huajun Huang, Alan D. Kaplan, Giovanni Petri, Joaqun Goi, Ralph Kaufmann, Yize Zhao, Duy Duong-Tran, Li Shen
2023AAAIOffline Quantum Reinforcement Learning in a Conservative Manner.Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
2023AAAIFedABC: Targeting Fair Competition in Personalized Federated Learning.Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao
2023AAAIAdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning.Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo
2023AAAIEvaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks.Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao
2023CVPRCompressing Volumetric Radiance Fields to 1 MB.Lingzhi Li, Zhen Shen, Zhongshu Wang, Li Shen, Liefeng Bo
2023CVPRRobust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization.Zhuo Huang, Miaoxi Zhu, Xiaobo Xia, Li Shen, Jun Yu, Chen Gong, Bo Han, Bo Du, Tongliang Liu
2023CVPRArchitecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning.Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao
2023CVPRMake Landscape Flatter in Differentially Private Federated Learning.Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao
2023CVPRMetaMix: Towards Corruption-Robust Continual Learning with Temporally Self-Adaptive Data Transformation.Zhenyi Wang, Li Shen, Donglin Zhan, Qiuling Suo, Yanjun Zhu, Tiehang Duan, Mingchen Gao
2023CVPRDeSRF: Deformable Stylized Radiance Field.Shiyao Xu, Lingzhi Li, Li Shen, Zhouhui Lian
2023EMNLPMerging Experts into One: Improving Computational Efficiency of Mixture of Experts.Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao
2023EMNLPTowards Making the Most of ChatGPT for Machine Translation.Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2023EMNLPZero-shot Sharpness-Aware Quantization for Pre-trained Language Models.Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2023ICCDImprLM: An Improved Logarithmic Multiplier Design Approach via Iterative Linear-Compensation and Modified Dynamic Segment.Shangshang Yao, Li Shen
2023ICCVRethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation.Wenyu Zhang, Li Shen, Chuan-Sheng Foo
2023ICCVData Augmented Flatness-aware Gradient Projection for Continual Learning.Enneng Yang, Li Shen, Zhenyi Wang, Shiwei Liu, Guibing Guo, Xingwei Wang
2023ICCVGlobal Balanced Experts for Federated Long-Tailed Learning.Yaopei Zeng, Lei Liu, Li Liu, Li Shen, Shaoguo Liu, Baoyuan Wu
2023ICCVEnhancing Fine-Tuning based Backdoor Defense with Sharpness-Aware Minimization.Mingli Zhu, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu
2023ICIPAn Efficient Deep Video Model For Deepfake Detection.Ruipeng Sun, Ziyuan Zhao, Li Shen, Zeng Zeng, Yuxin Li, Bharadwaj Veeravalli, Xulei Yang
2023ICLRHarnessing Out-Of-Distribution Examples via Augmenting Content and Style.Zhuo Huang, Xiaobo Xia, Li Shen, Bo Han, Mingming Gong, Chen Gong, Tongliang Liu
2023ICLRFedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy.Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao
2023ICLRTowards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case.Runzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan
2023ICMLAre Large Kernels Better Teachers than Transformers for ConvNets?Tianjin Huang, Lu Yin, Zhenyu Zhang, Li Shen, Meng Fang, Mykola Pechenizkiy, Zhangyang Wang, Shiwei Liu
2023ICMLLearning to Learn from APIs: Black-Box Data-Free Meta-Learning.Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023ICMLImproving the Model Consistency of Decentralized Federated Learning.Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
2023ICMLDynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape.Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao
2023ICMLCoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification.Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo
2023ICPPCommunication Optimizations for State-vector Quantum Simulator on CPU+GPU Clusters.Chenyang Jiao, Weihua Zhang, Li Shen
2023ICRAOff-policy Imitation Learning from Visual Inputs.Zhihao Cheng, Li Shen, Dacheng Tao
2023MICCAIIdentifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis.Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen
2023MICCAIAttentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer's Disease Using Multimodal Imaging Genetics.Rong Zhou, Houliang Zhou, Brian Y. Chen, Li Shen, Yu Zhang, Lifang He
2023UAIFairness-aware class imbalanced learning on multiple subgroups.Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Qi Long, Li Shen
2022COLINGOn the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation.Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
2022CVPRDepth-Aware Generative Adversarial Network for Talking Head Video Generation.Fa-Ting Hong, Longhao Zhang, Li Shen, Dan Xu
2022CVPRLearning to Learn and Remember Super Long Multi-Domain Task Sequence.Zhenyi Wang, Li Shen, Tiehang Duan, Donglin Zhan, Le Fang, Mingchen Gao
2022CVPRFine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning.Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan
2022ECCVMeta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions.Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao
2022EMNLPImproving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models.Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao
2022HPCCA High-performance SpMV Accelerator on HBM-equipped FPGAs.Tao Li, Li Shen, Shangshang Yao
2022HPCCRTA: an Efficient SIMD Architecture for Ray Tracing.Run Yan, Libo Huang, Hui Guo, Yashuai L, Ling Yang, Nong Xiao, Li Shen, Yongwen Wang
2022ICLRRobust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning.Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao
2022ICLRThe Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training.Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy
2022ICMLDisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training.Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao
2022ICMLDeep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning.Chang Liu, Chenfei Lou, Runzhong Wang, Alan Yuhan Xi, Li Shen, Junchi Yan
2022ICMLImproving Task-free Continual Learning by Distributionally Robust Memory Evolution.Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao
2022ICMLUnderstanding Robust Overfitting of Adversarial Training and Beyond.Chaojian Yu, Bo Han, Li Shen, Jun Yu, Chen Gong, Mingming Gong, Tongliang Liu
2022ICPADSDGEMM Optimization Oriented to ARM SVE Instruction Set Architecture.Yi Wei, Lin Deng, Sizheng Sun, Sisi Li, Li Shen
2022IJCAIRobust Weight Perturbation for Adversarial Training.Chaojian Yu, Bo Han, Mingming Gong, Li Shen, Shiming Ge, Bo Du, Tongliang Liu
2022IJCAIPenalized Proximal Policy Optimization for Safe Reinforcement Learning.Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao
2022IJCAIFew-Shot Adaptation of Pre-Trained Networks for Domain Shift.Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo
2022IROSSafety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning.Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao
2022MICCAISparse Interpretation of Graph Convolutional Networks for Multi-modal Diagnosis of Alzheimer's Disease.Houliang Zhou, Yu Zhang, Brian Y. Chen, Li Shen, Lifang He
2022NPCDLC: An Optimization Framework for Full-State Quantum Simulation.Zhikai Qin, Tao Li, Li Shen
2022SIGIREnhancing Top-N Item Recommendations by Peer Collaboration.Yang Sun, Fajie Yuan, Min Yang, Alexandros Karatzoglou, Li Shen, Xiaoyan Zhao
2022SCLarge-Scale Simulation of Quantum Computational Chemistry on a New Sunway Supercomputer.Honghui Shang, Li Shen, Yi Fan, Zhiqian Xu, Chu Guo, Jie Liu, Wenhao Zhou, Huan Ma, Rongfen Lin, Yuling Yang, Fang Li, Zhuoya Wang, Yunquan Zhang, Zhenyu Li
2022SCAI for Quantum Mechanics: High Performance Quantum Many-Body Simulations via Deep Learning.Xuncheng Zhao, Mingfan Li, Qian Xiao, Junshi Chen, Fei Wang, Li Shen, Meijia Zhao, Wenhao Wu, Hong An, Lixin He, Xiao Liang
2022UAIMeta-learning without data via Wasserstein distributionally-robust model fusion.Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao
2022SiggraphAYour3dEmoji: Creating Personalized Emojis via One-shot 3D-aware Cartoon Avatar Synthesis.Shiyao Xu, Lingzhi Li, Li Shen, Yifang Men, Zhouhui Lian
2021AISTATSCommunication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization.Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo
2021ICA3PPMulti-level PWB and PWC for Reducing TLB Miss Overheads on GPUs.Yang Lin, Dunbo Zhang, Chaoyang Jia, Qiong Wang, Li Shen
2021ICA3PPA Multi-precision Quantized Super-Resolution Model Framework.Jingyu Liu, Dunbo Zhang, Qiong Wang, Li Shen
2021ICASSPDAG-GAN: Causal Structure Learning with Generative Adversarial Nets.Yinghua Gao, Li Shen, Shu-Tao Xia
2021ICCDAn Efficient Hybrid Parallel Compression Approximate Multiplier.Shangshang Yao, Liang Zhang, Qiong Wang, Li Shen
2021IGARSSBuilding Damage Detection in Vhr Satellite Images Via Multi-Scale Scene Change Detection.Wenjun Zhang, Li Shen, Wenfan Qiao
2021MICCAITopological Learning and Its Application to Multimodal Brain Network Integration.Tananun Songdechakraiwut, Li Shen, Moo K. Chung
2021MICCAIA Novel Bayesian Semi-parametric Model for Learning Heritable Imaging Traits.Yize Zhao, Xiwen Zhao, Mansu Kim, Jingxuan Bao, Li Shen
2020AAAIAdaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning.Yingru Liu, Xuewen Yang, Dongliang Xie, Xin Wang, Li Shen, Haozhi Huang, Niranjan Balasubramanian
2020AINATF-BiLSTMS2S: A Chinese Text Summarization Model.Caiquan Xiong, Zhuang Wang, Li Shen, Na Deng
2020AINAPersonalized Recommendation Algorithm Based on User Preference and User Profile.Lei Zhou, Caiquan Xiong, Na Deng, Li Shen
2020AMIAPolygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes.Yingxuan Eng, Xiaohui Yao, Kefei Liu, Shannon L. Risacher, Andrew J. Saykin, Qi Long, Yize Zhao, Li Shen
2020BIBEEstimating Hard-tissue Conditions from Dental Images via Machine Learning.Jingxuan Bao, Mansu Kim, Qing Sun, Anderson T. Hara, Gerardo Maupome, Li Shen
2020BIBEDeep Multiview Learning to Identify Population Structure with Multimodal Imaging.Yixue Feng, Mansu Kim, Xiaohui Yao, Kefei Liu, Qi Long, Li Shen
2020CVPRMiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation.Chaoyang He, Haishan Ye, Li Shen, Tong Zhang
2020FIEHigh-Performance Computing and Engineering Educational Development and Practice.Juan Chen, John Impagliazzo, Li Shen
2020ICMLCommunication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks.Zhishuai Guo, Mingrui Liu, Zhuoning Yuan, Li Shen, Wei Liu, Tianbao Yang
2020ISPANetwork Evaluation and Planning for Large-scale Low Earth Orbit Satellite Constellation Networks.Li Shen, Huanren Zhou, Xiaoting Wang, Wenping Li, Yuanyuan Fan, Shan Wu, Shuaijun Liu
2020ISPACustomizing Super-Resolution Framework According to Image Features.Ninghui Yuan, Jingyu Liu, Qiong Wang, Li Shen
2020ISPAA Unified Page Walk Buffer and Page Walk Cache.Dunbo Zhang, Chaoyang Jia, Qiong Wang, Li Shen
2020KDDA Block Decomposition Algorithm for Sparse Optimization.Ganzhao Yuan, Li Shen, Wei-Shi Zheng
2020MICCAIStructural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet.Mansu Kim, Jingxaun Bao, Kefei Liu, Bo-yong Park, Hyunjin Park, Li Shen
2020MICCAIPersistent Feature Analysis of Multimodal Brain Networks Using Generalized Fused Lasso for EMCI Identification.Jin Li, Chenyuan Bian, Dandan Chen, Xianglian Meng, Haoran Luo, Hong Liang, Li Shen
2020MICCAISpatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder.Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei
2020NPCA Multi-model Super-Resolution Training and Reconstruction Framework.Ninghui Yuan, Dunbo Zhang, Qiong Wang, Li Shen
2020PSBPredicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-Based Joint Classification andRegression Model.Lodewijk Brand, Kai Nichols, Hua Wang, Heng Huang, Li Shen
2019CISISMulti-criteria Group Decision Making and Group Agreement Quotient Analysis Based on the Delphi Method.Song Lin, Li Shen, Caiquan Xiong, Xuan Li
2019CVPRA Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem.Ganzhao Yuan, Li Shen, Wei-Shi Zheng
2019CVPRA Sufficient Condition for Convergences of Adam and RMSProp.Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu
2019IGARSSA Fine-Grained Fully Convolutional Network For Extraction of Building Along High-Speed Rail Lines from VHR Remote Sensing Image.Wenfan Qiao, Li Shen, Jicheng Wang, Yungang Cao, Shi He, Yanshuai Dai
2019IJCAIDiscrete Trust-aware Matrix Factorization for Fast Recommendation.Guibing Guo, Enneng Yang, Li Shen, Xiaochun Yang, Xiaodong He
2019IJCNNFine-grained Adversarial Image Inpainting with Super Resolution.Yang Li, Bitao Jiang, Yao Lu, Li Shen
2019IGARSSDetection of Vegetation Areas Attacked By Pests and Diseases Based on Adaptively Weighted Enhanced Global and Local Deep Features.Yanshuai Dai, Li Shen, Yungang Cao, Tianjie Lei, Wenfan Qiao
2019IGARSSLandslide Image Classification Using Semi-Supervised Learning.Shi He, Haitao Jing, Hong Tang, Li Shen, Liangliang Tao, Jiehai Cheng
2019MICCAIRapid Acceleration of the Permutation Test via Transpositions.Moo K. Chung, Linhui Xie, Shih-Gu Huang, Yixian Wang, Jingwen Yan, Li Shen
2019MICCAIA Dirty Multi-task Learning Method for Multi-modal Brain Imaging Genetics.Lei Du, Fang Liu, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Lei Guo, Andrew J. Saykin, Li Shen
2019MICCAIImproved Prediction of Cognitive Outcomes via Globally Aligned Imaging Biomarker Enrichments over Progressions.Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker, Hua Wang, Heng Huang, Li Shen
2019MICCAIDiffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models.Ayagoz Mussabayeva, Maxim Pisov, Anvar Kurmukov, Alexey Kroshnin, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris Gutman
2019MICCAIPrioritizing Amyloid Imaging Biomarkers in Alzheimer's Disease via Learning to Rank.Bo Peng, Zhiyun Ren, Xiaohui Yao, Kefei Liu, Andrew J. Saykin, Li Shen, Xia Ning
2019NPCMMSR: A Multi-model Super Resolution Framework.Ninghui Yuan, Zhihao Zhu, Xinzhou Wu, Li Shen
2019SIGCOMMEfficient Dynamic Isolation of Congestion in Lossless DataCenter Networks.Luis Gonzalez-Naharro, Jess Escudero-Sahuquillo, Pedro Javier Garca, Francisco Jos Quiles Flor, Jos Duato, Wenhao Sun, Li Shen, Xiang Yu, Hewen Zheng
2018CVPRSqueeze-and-Excitation Networks.Jie Hu, Li Shen, Gang Sun
2018ECCVComparator Networks.Weidi Xie, Li Shen, Andrew Zisserman
2018HPCCEfficient Data Communication between CPU and GPU through Transparent Partial-Page Migration.Shiqing Zhang, YaoHua Yang, Li Shen, Zhiying Wang
2018ICMLAn Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method.Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang
2018ISCASAdaptive VC Partitioning for NoCs in GPGPUs.Sheng Ma, Hongyi Lu, Libo Huang, Li Shen, Yang Guo, Zhiying Wang, Wenliang Xue
2018MICCAIJoint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer's Disease.Lodewijk Brand, Hua Wang, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen
2018MICCAIImage Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms.Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Denisova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman
2018MICCAIHeritability Estimation of Reliable Connectomic Features.Linhui Xie, Enrico Amico, Paul Salama, Yu-Chien Wu, Shiaofen Fang, Olaf Sporns, Andrew J. Saykin, Joaqun Goi, Jingwen Yan, Li Shen
2018NPCGPU Memory Management Solution Supporting Incomplete Pages.Li Shen, Shiqing Zhang, YaoHua Yang, Zhiying Wang
2018PSBSession introduction.Heng Huang, Li Shen, Paul M. Thompson, Kun Huang, Junzhou Huang, Lin Yang
2018SIGCSEDesign of Practical Experiences to Improve Student Understanding of Efficiency and Scalability Issues in High Performance Computing: (Abstract Only).Juan Chen, Li Shen, Jianping Yin, Chunyuan Zhang
2017AAAIAdaptive Proximal Average Approximation for Composite Convex Minimization.Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
2017ICASSPNetwork-based genome wide study of hippocampal imaging phenotype in Alzheimer's Disease to identify functional interaction modules.Xiaohui Yao, Jingwen Yan, Shannon L. Risacher, Jason H. Moore, Andrew J. Saykin, Li Shen
2017ICMLGSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization.Li Shen, Wei Liu, Ganzhao Yuan, Shiqian Ma
2017IGARSSFast and robust structure-based multimodal geospatial image matching.Yuanxin Ye, Lorenzo Bruzzone, Jie Shan, Li Shen
2017ISPAOTR: A Fine-Grained Dynamic Power Scaling Pipeline Based on Trace.Sijiang Fan, Jiawei Fei, Ximing He, Li Shen, Zhiying Wang
2017ISPAParallel Computing in DNNs Using CPU and MIC.Sijiang Fan, Shiqing Zhang, Ximing He, Jiawei Fei, Li Shen, Zhiying Wang
2017MICCAIA Fast SCCA Algorithm for Big Data Analysis in Brain Imaging Genetics.Yuming Huang, Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Lei Guo, Andrew J. Saykin, Li Shen
2017MICCAITranscriptome-Guided Imaging Genetic Analysis via a Novel Sparse CCA Algorithm.Kefei Liu, Xiaohui Yao, Jingwen Yan, Danai Chasioti, Shannon L. Risacher, Kwangsik Nho, Andrew J. Saykin, Li Shen
2017MICROUnleashing the power of GPU for physically-based rendering via dynamic ray shuffling.Ya-Shuai L, Libo Huang, Li Shen, Zhiying Wang
2017PSBSession Introduction.Li Shen, Lee A. D. Cooper
2017PSBIdentification of Discriminative Imaging Proteomics Associations in Alzheimer's Disease via a Novel Sparse Correlation Model>.Jingwen Yan, Shannon L. Risacher, Kwangsik Nho, Andrew J. Saykin, Li Shen
2017RECOMBLongitudinal Genotype-Phenotype Association Study via Temporal Structure Auto-learning Predictive Model.Xiaoqian Wang, Jingwen Yan, Xiaohui Yao, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen, Heng Huang
2016AAAICo-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks.Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie
2016ECCVRelay Backpropagation for Effective Learning of Deep Convolutional Neural Networks.Li Shen, Zhouchen Lin, Qingming Huang
2016HPCCA Hybrid Power-Performance Adjustment Strategy for Clustered Multi-threading Architecture.Jingwei Chen, Qiong Wang, Bo Su, Li Shen, Zhiying Wang
2016ICDMNew Probabilistic Multi-graph Decomposition Model to Identify Consistent Human Brain Network Modules.Dijun Luo, Zhouyuan Huo, Yang Wang, Andrew J. Saykin, Li Shen, Heng Huang
2016ICNCAn Energy Correction Wavelet Model for traffic in terminal communication access network.Li Shen, Yinming Zhang, Jingzhao Luan, Lingkang Zeng, Zhu Liu, Shimo Du, Delin Fu, Liangrui Tang
2016PSBDiagnosis-Guided Method for Identifying Multi-Modality Neuroimaging Biomarkers Associated with Genetic Risk Factors in Alzheimer's Disease.Xiaoke Hao, Jingwen Yan, Xiaohui Yao, Shannon L. Risacher, Andrew J. Saykin, Daoqiang Zhang, Li Shen
2016TrustComFast Task Submission in Software Thread Level Speculation Systems.Yemao Xu, Jialong Wang, Yanhong Liu, Li Shen
2015CVPRShadow optimization from structured deep edge detection.Li Shen, Teck Wee Chua, Karianto Leman
2015FPGAFPGA Acceleration for Simultaneous Image Reconstruction and Segmentation based on the Mumford-Shah Regularization (Abstract Only).Wentai Zhang, Li Shen, Thomas Page, Guojie Luo, Peng Li, Peter Maa, Ming Jiang, Jason Cong
2015IGARSSResearch on relationship between remote sensing image quality and performance of interest point detection.Jicheng Wang, Yuanxin Ye, Li Shen, Zhipeng Li, Songbo Wu
2015IGARSSAutomatic matching of optical and SAR imagery through shape property.Yuanxin Ye, Li Shen, Jicheng Wang, Zhipeng Li, Zhu Xu
2015IJCAIAdaptive Sharing for Image Classification.Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu
2015MICCAIIdentifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut.Hongchang Gao, Chengtao Cai, Jingwen Yan, Lin Yan, Joaqun Goi Cortes, Yang Wang, Feiping Nie, John D. West, Andrew J. Saykin, Li Shen, Heng Huang
2014CVPRA New Perspective on Material Classification and Ink Identification.Rakesh Shiradkar, Li Shen, George V. Landon, Sim Heng Ong, Ping Tan
2014ICA3PPImproving Speculation Accuracy with Inter-thread Fetching Value Prediction.Fan Xu, Li Shen, Zhiying Wang, Hui Guo, Bo Su, Wei Chen
2014ICIPSharing model with multi-level feature representations.Li Shen, Gang Sun, Shuhui Wang, Enhua Wu, Qingming Huang
2014MICCAIA Novel Structure-Aware Sparse Learning Algorithm for Brain Imaging Genetics.Lei Du, Jingwen Yan, Sungeun Kim, Shannon L. Risacher, Heng Huang, Mark Inlow, Jason H. Moore, Andrew J. Saykin, Li Shen
2014MICCAIHuman Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model.De Wang, Yang Wang, Feiping Nie, Jingwen Yan, Tom Weidong Cai, Andrew J. Saykin, Li Shen, Heng Huang
2014MICROPPEP: Online Performance, Power, and Energy Prediction Framework and DVFS Space Exploration.Bo Su, Junli Gu, Li Shen, Wei Huang, Joseph L. Greathouse, Zhiying Wang
2014USENIXImplementing a Leading Loads Performance Predictor on Commodity Processors.Bo Su, Joseph L. Greathouse, Junli Gu, Michael Boyer, Li Shen, Zhiying Wang
2013CVPRMulti-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization.Li Shen, Shuhui Wang, Gang Sun, Shuqiang Jiang, Qingming Huang
2013HPCCDCP: Improving the Throughput of Asynchronous Pipeline by Dual Control Path.Bo Su, Li Shen, Lei Wang, Zhiying Wang, Yourui Wang, Libo Huang, Wei Shi
2013ICPPHEUSPEC: A Software Speculation Parallel Model.Fan Xu, Li Shen, Zhiying Wang, Hui Guo, Bo Su, Wei Chen
2013MICCAIGenetic Clustering on the Hippocampal Surface for Genome-Wide Association Studies.Derrek P. Hibar, Sarah E. Medland, Jason L. Stein, Sungeun Kim, Li Shen, Andrew J. Saykin, Greig I. de Zubicaray, Katie McMahon, Grant W. Montgomery, Nicholas G. Martin, Margaret J. Wright, Srdjan Djurovic, Ingrid Agartz, Ole A. Andreassen, Paul M. Thompson
2013MICCAIA New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis.Heng Huang, Jingwen Yan, Feiping Nie, Jin Huang, Weidong Cai, Andrew J. Saykin, Li Shen
2013MICCAIA Graph-Based Integration of Multimodal Brain Imaging Data for the Detection of Early Mild Cognitive Impairment (E-MCI).Dokyoon Kim, Sungeun Kim, Shannon L. Risacher, Li Shen, Marylyn D. Ritchie, Michael W. Weiner, Andrew J. Saykin, Kwangsik Nho
2013MICCAIPARP1 Gene Variation and Microglial Activity on [11C]PBR28 PET in Older Adults at Risk for Alzheimer's Disease.Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Mark Inlow, Shanker Swaminathan, Karmen K. Yoder, Li Shen, John D. West, Brenna C. McDonald, Eileen F. Tallman, Gary D. Hutchins, James W. Fletcher, Martin R. Farlow, Bernardino Ghetti, Andrew J. Saykin
2013MICCAINetwork-Guided Sparse Learning for Predicting Cognitive Outcomes from MRI Measures.Jingwen Yan, Heng Huang, Shannon L. Risacher, Sungeun Kim, Mark Inlow, Jason H. Moore, Andrew J. Saykin, Li Shen
2012CSCWA collaborative sketch animation creation system on mobile devices.Danli Wang, Li Shen, Hongan Wang
2012CVPRSparse Bayesian multi-task learning for predicting cognitive outcomes from neuroimaging measures in Alzheimer's disease.Jing Wan, Zhilin Zhang, Jingwen Yan, Taiyong Li, Bhaskar D. Rao, Shiaofen Fang, Sungeun Kim, Shannon L. Risacher, Andrew J. Saykin, Li Shen
2012IGARSSAn object-oriented clustering algorithm for VHR panchromatic images using nonparametric latent Dirichlet allocation.Yinfeng Qi, Hong Tang, Yang Shu, Li Shen, Jianwei Yue, Weiguo Jiang
2012MICCAIMultimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning.Jingwen Yan, Shannon L. Risacher, Sungeun Kim, Jacqueline C. Simon, Taiyong Li, Jing Wan, Hua Wang, Heng Huang, Andrew J. Saykin, Li Shen
2012TrustComDynamic Optimization on Multi-core Platform.Jiahui Wen, Li Shen, Zhiying Wang
2011CVPRIntrinsic images decomposition using a local and global sparse representation of reflectance.Li Shen, Chuohao Yeo
2011DATEA specialized low-cost vectorized loop buffer for embedded processors.Libo Huang, Zhiying Wang, Li Shen, Hongyi Lu, Nong Xiao, Cong Liu
2011ICCDSpecial-purposed VLIW architecture for IEEE-754 quadruple precision elementary functions on FPGA.Yuanwu Lei, Yong Dou, Li Shen, Jie Zhou, Song Guo
2011ICCDA novel shared-buffer router for network-on-chip based on Hierarchical Bit-line Buffer.Wei Shi, Weixia Xu, Hongguang Ren, Qiang Dou, Zhiying Wang, Li Shen, Cong Liu
2011ICCVSparse multi-task regression and feature selection to identify brain imaging predictors for memory performance.Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Chris H. Q. Ding, Andrew J. Saykin, Li Shen
2011ICPADSCharacterizing Fine-Grain Parallelism on Modern Multicore Platform.Xuhao Chen, Wei Chen, Jiawen Li, Zhong Zheng, Li Shen, Zhiying Wang
2011MICCAIIdentifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net.Li Shen, Sungeun Kim, Yuan (Alan) Qi, Mark Inlow, Shanker Swaminathan, Kwangsik Nho, Jing Wan, Shannon L. Risacher, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Andrew J. Saykin
2011MICCAIIdentifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression.Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen
2011MICCAIHippocampal Surface Mapping of Genetic Risk Factors in AD via Sparse Learning Models.Jing Wan, Sungeun Kim, Mark Inlow, Kwangsik Nho, Shanker Swaminathan, Shannon L. Risacher, Shiaofen Fang, Michael W. Weiner, Mirza Faisal Beg, Lei Wang, Andrew J. Saykin, Li Shen
2010HPCASIF: Overcoming the limitations of SIMD devices via implicit permutation.Libo Huang, Li Shen, Zhiying Wang, Wei Shi, Nong Xiao, Sheng Ma
2010ICNCApplication of pattern recognition to theHui Xu, Feng Li, Fuzhong Xue, Li Shen
2010ISCASPermutation optimization for SIMD devices.Libo Huang, Li Shen, Zhiying Wang
2010ICSFPGA accelerating double/quad-double high precision floating-point applications for ExaScale computing.Yong Dou, Yuanwu Lei, Guiming Wu, Song Guo, Jie Zhou, Li Shen
2010MICCAISparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction.Li Shen, Yuan (Alan) Qi, Sungeun Kim, Kwangsik Nho, Jing Wan, Shannon L. Risacher, Andrew J. Saykin
2009CIBCBData synthesis and tool development for exploring imaging genomic patterns.Sungeun Kim, Li Shen, Andrew J. Saykin, John D. West
2009CVPRPhotometric stereo and weather estimation using internet images.Li Shen, Ping Tan
2009ICPADSA Light-weight Code Cache Design for Dynamic Binary Translation.Wei Chen, Li Shen, Hongyi Lu, Zhiying Wang, Nong Xiao
2009ISPAUsing Pcache to Speedup Interpretation in Dynamic Binary Translation.Wei Chen, Hongyi Lu, Li Shen, Zhiying Wang, Nong Xiao
2008CVPRIntrinsic image decomposition with non-local texture cues.Li Shen, Ping Tan, Stephen Lin
2008DACCustomizing computation accelerators for extensible multi-issue processors with effective optimization techniques.Ya-Shuai L, Li Shen, Libo Huang, Zhiying Wang, Nong Xiao
2008EUCDBTIM: An Advanced Hardware Assisted Full Virtualization Architecture.Wei Chen, Hongyi Lu, Li Shen, Zhiying Wang, Nong Xiao
2007ARITHA New Architecture For Multiple-Precision Floating-Point Multiply-Add Fused Unit Design.Libo Huang, Li Shen, Kui Dai, Zhiying Wang
2007BIBEMorphometric Analysis of Hippocampal Shape in Mild Cognitive Impairment: An Imaging Genetics Study.Li Shen, Andrew J. Saykin, Moo K. Chung, Heng Huang
2007ICIPSurface Harmonics for Shape Modeling.Heng Huang, Li Shen
2007PGIllumination Brush: Interactive Design of All-Frequency Lighting.Makoto Okabe, Yasuyuki Matsushita, Li Shen, Takeo Igarashi
2006APBCA Generalized Output-Coding Scheme with SVM for Multiclass Microarray Classification.Li Shen, Eng Chong Tan
2006CVPRSpatial Reflectance Recovery under Complex Illumination from Sparse Images.Li Shen, Haruo Takemura
2005APBCPLS and SVD based penalized logistic regression for cancer classification using microarray data.Li Shen, Eng Chong Tan
2005ICNCNonlinear Kernel MSE Methods for Cancer Classification.Li Shen, Eng Chong Tan
2005MICCAISurface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis.Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman
2005MICCAIA Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis.Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin D. Pearlman
2005SACA clustering-based approach for prediction of cardiac resynchronization therapy.Heng Huang, Li Shen, Fillia Makedon, Sheng Zhang, Mark Greenberg, Ling Gao, Justin D. Pearlman
2004ISITBlind recognition of punctured convolutional codes.Peizhong Lu, Li Shen, Xiangyang Luo, Yan Zou
2003MICCAIMorphometric Analysis of Brain Structures for Improved Discrimination.Li Shen, James Ford, Fillia Makedon, Yuhang Wang, Tilmann Steinberg, Song Ye, Andrew J. Saykin
2003SSDBMA Spatio-temporal Multi-modal Data Management and Analysis Environment for Tracking MS Lesions.Tilmann Steinberg, Yuhang Wang, Fillia Makedon, Li Shen, Andrew J. Saykin, Heather Wishart
2001ISMARA Quick Method for Synthesizing Photorealistic Color Images under Various Illumination Conditions.Li Shen, Noboru Babaguchi, Tadahiro Kitahashi
1998DEXAMining Flexible Multiple-Level Association Rules in All Concept Hierarchies (Extended Abstract).Li Shen, Hong Shen
1983ITCA Simplified Algorithm for Testing Microprocessors.Kewal K. Saluja, Li Shen, Stephen Y. H. Su