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Dongsheng Li

  1. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
    2023/03/30 by Yongliang Shen, Shen, Yongliang, Kaitao Song +10 · 2 voices · 176 citations
    Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Multimodal Machine Learning Applications
  2. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
    2023/04/28 by Lei Zhang, Yuge Zhang, Zhang, Lei +7 · 1 voice · 9 citations
    #cs.LG #cs.AI
  3. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
    2023/10/10 by Huiqiang Jiang, Qianhui Wu, Jiang, Huiqiang +11 · 55 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  4. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
    2024/07/02 by Huiqiang Jiang, Yucheng Li, Jiang, Huiqiang +21 · 69 citations
    Engineering · Medicine · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
  5. EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
    2024/06/20 by Siyu Yuan, Kaitao Song, Yuan, Siyu +9 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
  6. TaskBench: Benchmarking Large Language Models for Task Automation
    2023/11/30 by Yongliang Shen, Kaitao Song, Shen, Yongliang +15 · 16 citations
    Computer Science · Medicine · Materials Science · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Machine Learning in Materials Science
  7. Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
    2023/07/06 by Yifei Shen, Jiawei Shao, Shen, Yifei +13 · 13 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Towards Generating Real-World Time Series Data
    2021/11/16 by Hengzhi Pei, Pei, Hengzhi, Kan Ren +9 · 7 citations
    Computer Science · #Time Series Analysis and Forecasting #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
  9. ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling
    2024/02/16 by Yuqi Chen, Chen, Yuqi, Kan Ren +9 · 11 citations
    Computer Science · #Neural Networks and Applications
  10. On Memory Construction and Retrieval for Personalized Conversational Agents
    2025/02/08 by Zhuoshi Pan, Qianhui Wu, Pan, Zhuoshi +19 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
  11. Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction
    2023/11/08 by Fangye Wang, Hansu Gu, Wang, Fangye +9 · 9 citations
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  12. Energy-Based Open-World Uncertainty Modeling for Confidence Calibration
    2021/07/27 by Yezhen Wang, Bo Li, Wang, Yezhen +9 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  13. Learning Domain Invariant Prompt for Vision-Language Models
    2022/12/08 by Cairong Zhao, Zhao, Cairong, Yubin Wang +11 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  14. Can Graph Learning Improve Planning in LLM-based Agents?
    2024/05/29 by Xixi Wu, Wu, Xixi, Yifei Shen +19 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  15. Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation
    2020/10/09 by Bo Li, Li, Bo, Yezhen Wang +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  16. RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents
    2023/08/19 by Yu‐Bo Shu, Shu, Yubo, Haonan Zhang +11 · 7 citations
    Business, Management and Accounting · Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Information Retrieval (cs.IR) #Mental Health via Writing #Recommender Systems and Techniques
  17. How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
    2024/10/04 by Xinnan Dai, Dai, Xinnan, Haohao Qu +15 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
  18. LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought
    2024/05/09 by Zhuoxuan Jiang, Haoyuan Peng, Jiang, Zhuoxuan +7 · 7 citations
    Computer Science · #Mathematics, Computing, and Information Processing
  19. Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
    2024/05/23 by Zhihua Wen, Wen, Zhihua, Zhiliang Tian +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
    2023/12/21 by Brian Nlong Zhao, Yuhang Xiao, Zhao, Brian Nlong +15 · 1 voice · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  21. iProX in 2021: connecting proteomics data sharing with big data
    2021/10/22 by Tao Chen, Jie Ma, Yi Liu +12 · 4 citations
    Chemistry · Biochemistry, Genetics and Molecular Biology · #Advanced Proteomics Techniques and Applications #Genomics and Phylogenetic Studies #Gene expression and cancer classification
  22. Invariant Information Bottleneck for Domain Generalization
    2021/06/11 by Bo Li, Yifei Shen, Li, Bo +15 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Machine Learning in Bioinformatics #Cancer-related molecular mechanisms research
  23. Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals
    2023/07/27 by Yu-Ting Lan, Kan Ren, Lan, Yu-Ting +11 · 4 citations
    Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  24. VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
    2022/02/17 by Che Wang, Xufang Luo, Wang, Che +5 · 3 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Tactile and Sensory Interactions
  25. Improving Large Language Models in Event Relation Logical Prediction
    2023/10/13 by Meiqi Chen, Yubo Ma, Chen, Meiqi +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Bootstrapped Transformer for Offline Reinforcement Learning
    2022/06/17 by Kerong Wang, Wang, Kerong, Hanye Zhao +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics #Robotics (cs.RO) #Software Engineering Research
  27. MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
    2025/04/22 by Yucheng Li, Huiqiang Jiang, Li, Yucheng +19 · 12 citations
    Computer Science · Engineering · Medicine · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
  28. Towards Precise End-to-end Weakly Supervised Object Detection Network
    2019/11/27 by Ke Yang, Yang, Ke, Dongsheng Li +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  29. Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation
    2021/06/07 by Sanshi Lei Yu, Yu, Sanshi, Zhuoxuan Jiang +11 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Digital Marketing and Social Media #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  30. Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
    2024/02/26 by Yifu Gao, Linbo Qiao, Gao, Yifu +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
    2024/02/02 by Changze Lv, Lv, Changze, Yansen Wang +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
  32. Towards Inference Efficient Deep Ensemble Learning
    2023/01/29 by Ziyue Li, Li, Ziyue, Kan Ren +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  33. LLM-RadJudge: Achieving Radiologist-Level Evaluation for X-Ray Report Generation
    2024/04/01 by Zilong Wang, Xufang Luo, Wang, Zilong +7 · 3 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Radiomics and Machine Learning in Medical Imaging #Biomedical Text Mining and Ontologies
  34. Online Streaming Video Super-Resolution with Convolutional Look-Up Table
    2023/03/01 by Guanghao Yin, Yin, Guanghao, Xinyang Jiang +17 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  35. Exploring Temporal Preservation Networks for Precise Temporal Action Localization
    2017/08/10 by Ke Yang, Yang, Ke, Peng Qiao +7 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  36. Online Video Quality Enhancement with Spatial-Temporal Look-up Tables
    2023/11/22 by Zefan Qu, Qu, Zefan, Xinyang Jiang +7 · 2 citations
    Computer Science · #Image and Video Quality Assessment #Image Enhancement Techniques #Visual Attention and Saliency Detection
  37. GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence
    2023/10/09 by Zhihua Wen, Wen, Zhihua, Zhiliang Tian +11 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  38. Spatiotemporal control of high-intensity laser pulses with a plasma lens
    2023/12/19 by Dongsheng Li, Li, D., Kyle G. Miller +9 · 2 citations
    Physics and Astronomy · Computer Science · #Laser-Matter Interactions and Applications #Quantum optics and atomic interactions #Quantum Information and Cryptography
  39. Unified Medical Image Pre-training in Language-Guided Common Semantic Space
    2023/11/24 by Xiaoxuan He, He, Xiaoxuan, Yifan Yang +15 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  40. Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning
    2021/04/13 by Ning Liu, Liu, Ning, Songlei Jian +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Recommender Systems and Techniques
  41. Improving LLM-powered Recommendations with Personalized Information
    2025/02/19 by Jiahao Liu, Liu, Jiahao, Xiaojie Yan +14 · 3 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Business Process Modeling and Analysis #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  42. Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One
    2022/06/26 by Yezhen Wang, Tong Che, Wang, Yezhen +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Topic Modeling
  43. Habitizing Diffusion Planning for Efficient and Effective Decision Making
    2025/02/10 by Haofei Lu, Lu, Haofei, Yifei Shen +7 · 3 citations
    Decision Sciences · #Complex Systems and Decision Making
  44. AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations
    2025/02/19 by Jiahao Liu, Sanjun Gu, Liu, Jiahao +17 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Semantic Web and Ontologies
  45. Online Video Super-Resolution with Convolutional Kernel Bypass Graft
    2022/08/04 by Jun Xiao, Xiao, Jun, Xinyang Jiang +13 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  46. AutoSeqRec: Autoencoder for Efficient Sequential Recommendation
    2023/08/14 by Sijia Liu, Liu, Sijia, Jiahao Liu +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  47. Recommendation Unlearning via Matrix Correction
    2023/07/29 by Jiahao Liu, Dongsheng Li, Liu, Jiahao +13 · 1 citation
    Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
  48. Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification
    2022/11/20 by Wenli Sun, Sun, Wenli, Xinyang Jiang +11 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
  49. Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection
    2023/03/14 by Jinchao Li, Kaitao Song, Li, Jinchao +13 · 1 citation
    Psychology · Computer Science · #Emotion and Mood Recognition #Speech Recognition and Synthesis
  50. XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training
    2019/10/24 by Lei Guan, Wotao Yin, Guan, Lei +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Performance (cs.PF)
  51. A Comprehensive Summarization and Evaluation of Feature Refinement Modules for CTR Prediction
    2023/11/08 by Fangye Wang, Hansu Gu, Wang, Fangye +11 · 1 citation
    Materials Science · Social Sciences · #Machine Learning in Materials Science #Advanced Computing and Algorithms #Conducting polymers and applications
  52. Frequency-aware Graph Signal Processing for Collaborative Filtering
    2024/02/13 by Jiafeng Xia, Dongsheng Li, Xia, Jiafeng +11 · 1 citation
    Decision Sciences · Physics and Astronomy · #Technology Adoption and User Behaviour #Complex Network Analysis Techniques
  53. LSPT: Long-term Spatial Prompt Tuning for Visual Representation Learning
    2024/02/27 by Shentong Mo, Yansen Wang, Mo, Shentong +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  54. Score-based Generative Models with Adaptive Momentum
    2024/05/22 by Ziqing Wen, Wen, Ziqing, Xiaoge Deng +7 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Sports Analytics and Performance #Stochastic processes and financial applications
  55. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
    2024/05/23 by Changze Lv, Lv, Changze, Dongqi Han +9 · 1 citation
    Computer Science · Engineering · Neuroscience · #Neural Networks and Applications #Advanced Memory and Neural Computing #Neural dynamics and brain function
  56. Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey
    2024/11/08 by Zhihong Liu, Liu, Zhihong, Xin Xu +5 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
  57. Oracle-guided Dynamic User Preference Modeling for Sequential Recommendation
    2024/12/01 by Jiafeng Xia, Xia, Jiafeng, Dongsheng Li +11 · 1 citation
    Computer Science · Business, Management and Accounting · #Recommender Systems and Techniques #Data Management and Algorithms #Customer churn and segmentation
  58. A Survey on Memory-Efficient Transformer-Based Model Training in AI for Science
    2025/01/21 by Kaiyuan Tian, Linbo Qiao, Tian, Kaiyuan +7 · 1 citation
    Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reservoir Engineering and Simulation Methods
  59. Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path
    2024/08/18 by Xinnan Dai, Qihao Wen, Dai, Xinnan +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  60. Dementia Etiology Diagnosis via Collaborative Meta Knowledge Enhancement
    2026/07/24 by Siyuan Du, Mengxi Chen, Xinyang Jiang +6
    #cs.LG #cs.CV
  61. Lattice-based deployable composite booms regulated by flexible strips with enhanced fold-deploy performance
    2026/07/21 by Zhuwei Shi, Quan Zhi, Zhikun Zhang +2