vix.ing · top · new · best · stats · spec

Yi Chang

  1. A Survey on Evaluation of Large Language Models
    2023/07/06 by Yupeng Chang, Chang, Yupeng, Xu Wang +29 · 239 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. A Survey on Evaluation of Large Language Models
    2024/01/23 by Yupeng Chang, Xu Wang, Jindong Wang +13 · 192 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
  3. GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks
    2020/01/17 by Qiang Huang, Makoto Yamada, Huang, Qiang +9 · 16 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
  4. ScreenAgent: A Vision Language Model-driven Computer Control Agent
    2024/02/09 by Runliang Niu, Niu, Runliang, Jindong Li +15 · 21 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
  5. Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom
    2024/05/06 by Bo Wang, Jing Ma, Wang, Bo +11 · 13 citations
    Computer Science · Social Sciences · #Topic Modeling #Misinformation and Its Impacts
  6. A Survey of Signed Network Mining in Social Media
    2015/11/24 by Jiliang Tang, Yi Chang, Tang, Jiliang +5 · 6 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
  7. Event-based Video Reconstruction via Potential-assisted Spiking Neural Network
    2022/01/25 by Lin Zhu, Zhu, Lin, Xiao Wang +9 · 7 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function
  8. Seeing Motion at Nighttime with an Event Camera
    2024/04/18 by Haoyue Liu, Shihan Peng, Liu, Haoyue +9 · 11 citations
    Physics and Astronomy · #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #Dark Matter and Cosmic Phenomena #FOS: Computer and information sciences
  9. A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
    2025/01/21 by Qinggang Zhang, Shengyuan Chen, Zhang, Qinggang +18 · 20 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  10. A Survey on Data Augmentation in Large Model Era
    2024/01/27 by Yue Zhou, Chenlu Guo, Zhou, Yue +7 · 8 citations
    Decision Sciences · #Big Data Technologies and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
    2023/07/19 by Qingyao Ai, Ai, Qingyao, Ting Bai +63 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  12. Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond
    2024/10/10 by Qi Wang, Wang, Qi, Jindong Li +17 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Web Data Mining and Analysis
  13. StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following
    2025/02/20 by Jinnan Li, Li, Jinnan, Jinzhe Li +7 · 9 citations
    Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising
    2024/05/30 by Yuxing Duan, Duan, Yuxing, Shihan Peng +11 · 5 citations
    Computer Science · #Advanced Data Storage Technologies
  15. Copyright Protection in Generative AI: A Technical Perspective
    2024/02/04 by Jie Ren, Ren, Jie, Xu Han +21 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
  16. Prospective Role of Foundation Models in Advancing Autonomous Vehicles
    2023/12/08 by Wu, Jianhua, Bingzhao Gao, Gao, Bingzhao +18 · 4 citations
    Computer Science · Engineering · Earth and Planetary Sciences · #Robotic Path Planning Algorithms #Autonomous Vehicle Technology and Safety #Geological Modeling and Analysis
  17. Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection
    2021/01/27 by Yuxiang Ren, Ren, Yuxiang, Bo Wang +5 · 2 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI)
  18. SIGMA: Selective Gated Mamba for Sequential Recommendation
    2024/08/21 by Ziwei Liu, Liu, Ziwei, Qidong Liu +15 · 6 citations
    Computer Science · #Recommender Systems and Techniques #Video Analysis and Summarization #Sentiment Analysis and Opinion Mining
  19. Rethinking Data Selection at Scale: Random Selection is Almost All You Need
    2024/10/12 by Tingyu Xia, Xia, Tingyu, Bowen Yu +13 · 5 citations
    Business, Management and Accounting · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Statistics Education and Methodologies
  20. Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness
    2024/07/16 by Kai Guo, Guo, Kai, Zewen Liu +11 · 4 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  21. CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks
    2021/10/28 by Haotian Xue, Xue, Haotian, Kaixiong Zhou +11 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  22. Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective
    2024/02/13 by Kai Guo, Guo, Kai, Hongzhi Wen +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  23. Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
    2022/10/14 by Jifeng Hu, Yanchao Sun, Hu, Jifeng +11 · 2 citations
    Economics, Econometrics and Finance · #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  24. NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli
    2024/05/05 by Xu Wang, Cheng Li, Wang, Xu +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  25. PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
    2024/07/07 by Hangting Ye, Ye, Hangting, Wei Fan +11 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Pose and Action Recognition #Machine Learning (cs.LG) #Natural Language Processing Techniques
  26. Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data
    2016/08/14 by Makoto Yamada, Jiliang Tang, Yamada, Makoto +23 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Bioinformatics #Metabolomics and Mass Spectrometry Studies
  27. Streaming Recommender Systems
    2016/07/21 by Shiyu Chang, Chang, Shiyu, Zhang, Yang +10 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  28. Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections
    2013/04/19 by Jianhui Chen, Tianbao Yang, Chen, Jianhui +7 · 2 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
  29. CoSEC: A Coaxial Stereo Event Camera Dataset for Autonomous Driving
    2024/08/16 by Shihan Peng, Peng, Shihan, Hanyu Zhou +13 · 2 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiation Effects in Electronics
  30. Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words
    2021/07/05 by Chuan Yi Tang, Tang, Chuan, Xi Yang +7 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Handwritten Text Recognition Techniques
  31. FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors
    2025/03/20 by Shi, Changlong, He Zhao, Zhao, He +8 · 4 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  32. Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition
    2022/03/09 by Yi Chang, Sofiane Laridi, Chang, Yi +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  33. Unsupervised Image Deraining: Optimization Model Driven Deep CNN
    2022/03/25 by Chang‐Feng Yu, Yu, Changfeng, Yi Chang +7 · 1 citation
    Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Urban Heat Island Mitigation #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  34. A Unified Collaborative Representation Learning for Neural-Network based Recommender Systems
    2022/05/19 by Yuanbo Xu, En Wang, Xu, Yuanbo +5 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  35. Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow
    2024/03/12 by Hanyu Zhou, Zhou, Hanyu, Yi Chang +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
    2023/01/23 by Zhao Ren, Yi Chang, Ren, Zhao +9 · 1 citation
    Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #Sound (cs.SD) #electronic engineering #information engineering
  37. Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow
    2023/03/14 by Hanyu Zhou, Zhou, Hanyu, Yi Chang +5 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Image Enhancement Techniques #Advanced Image Processing Techniques
  38. Length-Controlled Margin-Based Preference Optimization without Reference Model
    2025/02/20 by Gengxu Li, Tingyu Xia, Li, Gengxu +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences
  39. Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow
    2023/03/24 by Hanyu Zhou, Zhou, Hanyu, Yi Chang +5 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications
  40. LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization
    2025/02/20 by Yupeng Chang, Chang, Yupeng, Chenlu Guo +5 · 2 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Inertial Sensor and Navigation #Space Satellite Systems and Control #Underwater Vehicles and Communication Systems
  41. Learning Generalizable Agents via Saliency-Guided Features Decorrelation
    2023/10/08 by Sili Huang, Yanchao Sun, Huang, Sili +13 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  42. Finding harmony in the sea: Resolving conflicts by regional marine spatial planning
    2024/08/01 by Jen-Han Yang, Yi Chang, Shih-Chun Hsiao · 1 citation
  43. Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via Laplacian Node Disagreement
    2024/03/01 by Yu Wang, Liang Hu, Xiaofeng Cao +2 · 1 citation
  44. UADB: Unsupervised Anomaly Detection Booster
    2023/06/03 by Hangting Ye, Zhining Liu, Ye, Hangting +15 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Network Security and Intrusion Detection
  45. Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework
    2024/05/03 by Wanyong Qiu, Quan Chen, Chen Quan +10 · 1 citation
    Medicine · Health Professions · Computer Science · #Phonocardiography and Auscultation Techniques #Artificial Intelligence in Healthcare #Machine Learning in Healthcare
  46. Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection
    2025/04/05 by Houzhang Fang, Fang, Houzhang, Xiaolin Wang +11 · 2 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Target Detection Methodologies #electronic engineering #information engineering
  47. Learning Monocular Depth from Events via Egomotion Compensation
    2024/12/26 by Haitao Meng, Meng, Haitao, Chonghao Zhong +15 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Multimodal Machine Learning Applications
  48. HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document
    2026/07/26 by Xin He, Yili Wang, Wenqi Fan +4
    #cs.IR #cs.AI
  49. Escaping the Euclidean Void: Manifold-Informed Flow Matching for Sequential Recommendation
    2026/07/26 by Dengzhao Fang, Jingtong Gao, Yu Li +2
    #cs.IR #cs.AI