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

Xiong, Hui

  1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
    2020/12/14 by Haoyi Zhou, Zhou, Haoyi, Shanghang Zhang +11 · 344 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  2. A Comprehensive Survey on Transfer Learning
    2019/11/07 by Zhuang, Fuzhen, Qi, Zhiyuan, Duan, Keyu +5 · 96 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. A Survey on Large Language Models for Recommendation
    2023/05/31 by Likang Wu, Zhi Zheng, Wu, Likang +21 · 97 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  4. A Survey on Knowledge Graph-Based Recommender Systems
    2020/02/28 by Qingyu Guo, Guo, Qingyu, Fuzhen Zhuang +11 · 19 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  5. A Survey of Text Watermarking in the Era of Large Language Models
    2023/12/13 by Aiwei Liu, Liu, Aiwei, Leyi Pan +15 · 28 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Spam and Phishing Detection
  6. LLMLight: Large Language Models as Traffic Signal Control Agents
    2023/12/26 by Siqi Lai, Lai, Siqi, Xu Zhao +7 · 19 citations
    Computer Science · Engineering · Decision Sciences · #Topic Modeling #Traffic Prediction and Management Techniques #Data Quality and Management
  7. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
    2024/10/31 by Liyi Chen, Chen, Liyi, Panrong Tong +9 · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  8. A Survey of Reasoning with Foundation Models
    2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching
    2024/10/16 by Xingjian Wu, Wu, Xingjian, Xiangfei Qiu +13 · 24 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  10. Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation
    2024/08/19 by Yuyang Ye, Ye, Yuyang, Zhi Zheng +15 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  11. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    2024/03/20 by Zhi Zheng, Zheng, Zhi, Wenshuo Chao +7 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  12. GuardReasoner: Towards Reasoning-based LLM Safeguards
    2025/01/30 by Yue Liu, Hongcheng Gao, Liu, Yue +15 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Graph Signal Diffusion Model for Collaborative Filtering
    2023/11/15 by Yunqin Zhu, Zhu, Yunqin, Chao Wang +3 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
  14. Large Language Models are Not Stable Recommender Systems
    2023/12/25 by Ma, Tianhui, Cheng, Yuan, Zhu, Hengshu +1 · 1 voice · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  15. GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction
    2021/09/24 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +2 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection
    2024/11/05 by Wei Wu, Wu, Wei, Zhuoshi Pan +14 · 13 citations
    Computer Science · #Advanced Data Storage Technologies #Network Packet Processing and Optimization
  17. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
    2023/10/23 by Yihuai Lan, Zhiqiang Hu, Lan, Yihuai +15 · 9 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
  18. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 30 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  19. EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction
    2019/06/07 by Qi Liu, Zhenya Huang, Liu, Qi +11 · 4 citations
    Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  20. Explaining Length Bias in LLM-Based Preference Evaluations
    2024/07/01 by Hu, Zhengyu, Song, Linxin, Zhang, Jieyu +7 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey
    2024/12/03 by Yunkai Dang, Dang, Yunkai, Kaichen Huang +24 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  22. Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
    2023/10/16 by Jin, Ming, Wen, Qingsong, Liang, Yuxuan +12 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity
    2021/07/21 by Li, Shuangli, Zhou, Jingbo, Xu, Tong +6 · 4 citations
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  24. Hyperbolic Graph Neural Networks: A Review of Methods and Applications
    2022/02/28 by Yang, Menglin, Zhou, Min, Zhang, Tong +5 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction
    2023/06/20 by Yansong Ning, Ning, Yansong, Hao Liu +7 · 5 citations
    Social Sciences · Engineering · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Geographic Information Systems Studies
  26. Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective
    2023/06/29 by Xiao, Meng, Wang, Dongjie, Wu, Min +4 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Improving Gloss-free Sign Language Translation by Reducing Representation Density
    2024/05/23 by Jinhui Ye, Xing Wang, Ye, Jinhui +7 · 6 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Multimedia (cs.MM)
  28. Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
    2020/12/15 by Junchen Ye, Ye, Junchen, Leilei Sun +7 · 4 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
  29. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    2024/10/06 by Yan, Yibo, Wang, Shen, Huo, Jiahao +13 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
    2025/03/17 by Guo, Weiyu, Chen, Ziyang, Wang, Shaoguang +5 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  31. GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification
    2023/06/16 by Wen-Zhi Li, Li, Wen-Zhi, Chang‐Dong Wang +5 · 4 citations
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Imbalanced Data Classification Techniques #Artificial Intelligence in Healthcare
  32. Risk-Averse Classification
    2018/04/30 by Vitt, Constantine, Dentcheva, Darinka, Xiong, Hui · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  33. GENERator: A Long-Context Generative Genomic Foundation Model
    2025/02/11 by Wei Wu, Wu, Wei, Qiuyi Li +23 · 1 voice · 6 citations
    #cs.CL #q-bio.GN
  34. Localized High-Concentration Electrolytes Get More Localized Through Micelle-Like Structures
    2023/08/14 by Efaw, Corey M., Wu, Qisheng, Gao, Ningshengjie +15 · 3 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  35. Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop
    2020/10/02 by Wei Fan, Fan, Wei, Kunpeng Liu +9 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  36. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
    2019/11/24 by Weijia Zhang, Zhang, Weijia, Hao Liu +7 · 2 citations
    Engineering · #Smart Parking Systems Research #Traffic Prediction and Management Techniques #Traffic control and management
  37. OneForecast: A Universal Framework for Global and Regional Weather Forecasting
    2025/02/01 by Yuan Gao, Gao, Yuan, Hao Wu +24 · 11 citations
    Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
  38. Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
    2024/01/22 by Jinliang Deng, Deng, Jinliang, Ye, Feiyang +7 · 4 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  39. Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
    2020/09/16 by Zhang, Denghui, Liu, Junming, Zhu, Hengshu +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  40. MAD: Multi-Alignment MEG-to-Text Decoding
    2024/06/03 by Yang, Yiqian, Jo, Hyejeong, Duan, Yiqun +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Are EEG-to-Text Models Working?
    2024/05/10 by Hyejeong Jo, Yiqian Yang, Jo, Hyejeong +9 · 4 citations
    Neuroscience · #EEG and Brain-Computer Interfaces
  42. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    2023/02/04 by Kun Yi, Qi Zhang, Yi, Kun +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Time Series Analysis and Forecasting
  43. EventVL: Understand Event Streams via Multimodal Large Language Model
    2025/01/23 by Li, Pengteng, Lu, Yunfan, Song, Pinghao +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Editable Concept Bottleneck Models
    2024/05/24 by Lijie Hu, Hu, Lijie, Chenyang Ren +9 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations
  45. Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking
    2025/03/06 by Xu, Yijie, Liu, Aiwei, Hu, Xuming +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
    2025/01/27 by Tianfu Wang, Wang, Tianfu, Yi Zhan +12 · 7 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
  47. Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension
    2024/05/21 by Runwei Guan, Ruixiao Zhang, Guan, Runwei +19 · 4 citations
    Engineering · #Robotics and Automated Systems
  48. HomoGCL: Rethinking Homophily in Graph Contrastive Learning
    2023/06/16 by Li, Wen-Zhi, Wang, Chang-Dong, Xiong, Hui +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  49. When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook
    2023/12/19 by Wenzhao Jiang, Hao Liu, Jiang, Wenzhao +3 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling
  50. Supporting Vision-Language Model Inference with Confounder-pruning Knowledge Prompt
    2022/05/23 by Li, Jiangmeng, Mo, Wenyi, Qiang, Wenwen +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Pontryagin Optimal Control via Neural Networks
    2022/12/30 by Chengyang Gu, Gu, Chengyang, Xiong, Hui +1 · 2 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
  52. Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks
    2020/12/30 by Han, Jindong, Liu, Hao, Zhu, Hengshu +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
    2025/03/03 by Dai, Lu, Xu, Yijie, Ye, Jinhui +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  54. Simulating the Real World: A Unified Survey of Multimodal Generative Models
    2025/03/06 by Hu, Yuqi, Wang, Longguang, Liu, Xian +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification
    2021/12/31 by Dongbo Xi, Fuzhen Zhuang, Xi, Dongbo +9 · 2 citations
    Computer Science · Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  56. Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps
    2024/06/26 by Dicong Qiu, Wenzong Ma, Qiu, Dicong +7 · 3 citations
    Engineering · Computer Science · #Robotics and Automated Systems #Speech and dialogue systems #Natural Language Processing Techniques
  57. SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
    2024/05/23 by Weiyu Guo, Ying Sun, Guo, Weiyu +9 · 3 citations
    Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human-Computer Interaction (cs.HC) #Signal Processing (eess.SP) #Tactile and Sensory Interactions #electronic engineering #information engineering
  58. GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
    2025/04/28 by Kaicheng Zhang, Y. Hong, Zhang, Kaichen +9 · 7 citations
    Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
  59. Generative Job Recommendations with Large Language Model
    2023/07/05 by Zheng, Zhi, Qiu, Zhaopeng, Hu, Xiao +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  60. DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model
    2023/08/18 by Li, Siyang, Xiong, Hui, Chen, Yize · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  61. A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users
    2017/06/20 by Hao Wang, Yanmei Fu, Wang, Hao +9 · 1 citation
    Social Sciences · Computer Science · #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques #Caching and Content Delivery
  62. UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation
    2023/05/24 by Yunfan Lu, LU, Yunfan, Guoqiang Liang +4 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Medical Imaging Techniques and Applications
  63. Semi-supervised Domain Adaptation in Graph Transfer Learning
    2023/09/19 by Qiao, Ziyue, Luo, Xiao, Xiao, Meng +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  64. Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
    2025/01/24 by Shengzhe Zhang, Zhang, Shengzhe, Liyi Chen +7 · 4 citations
    Computer Science · #Expert finding and Q&A systems #Recommender Systems and Techniques #Mobile Crowdsensing and Crowdsourcing
  65. TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
    2025/04/11 by Hang Ni, Fan Liu, Ni, Hang +13 · 4 citations
    Engineering · Computer Science · #Transportation and Mobility Innovations #Semantic Web and Ontologies #Topic Modeling
  66. NeuSpeech: Decode Neural signal as Speech
    2024/03/04 by Yang, Yiqian, Duan, Yiqun, Zhang, Qiang +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  67. Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models
    2024/01/30 by Zhang, Weijia, Han, Jindong, Xu, Zhao +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  68. HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera
    2024/05/22 by Lu, Yunfan, Wang, Yusheng, Wang, Zipeng +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Robotics (cs.RO)
  69. S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification
    2020/08/11 by Yang Yang, Zhenqiang Sun, Yang, Yang +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  70. COM3D: Leveraging Cross-View Correspondence and Cross-Modal Mining for 3D Retrieval
    2024/05/07 by Wu, Hao, LI, Ruochong, Wang, Hao +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  71. Learning Adaptive Embedding Considering Incremental Class
    2020/08/31 by Yang, Yang, Sun, Zhen-Qiang, Zhu, HengShu +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  72. RGB-Event ISP: The Dataset and Benchmark
    2025/01/31 by Yunfan Lu, Lu, Yunfan, Yanlin Qian +8 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #electronic engineering #information engineering
  73. Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series
    2024/08/12 by Weijia Zhang, Zhang, Weijia, Chenlong Yin +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
  74. SCA3D: Enhancing Cross-modal 3D Retrieval via 3D Shape and Caption Paired Data Augmentation
    2025/02/26 by Ren, Junlong, Wu, Hao, Xiong, Hui +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  75. Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion
    2024/12/19 by Zhifei Chen, Chen, Zhifei, Tianshuo Xu +17 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  76. CinePreGen: Camera Controllable Video Previsualization via Engine-powered Diffusion
    2024/08/30 by Yiran Chen, Chen, Yiran, Anyi Rao +13 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  77. Can Large Language Models Help Experimental Design for Causal Discovery?
    2025/03/03 by Li, Junyi, Chen, Yongqiang, Liu, Chenxi +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  78. Feature and Instance Joint Selection: A Reinforcement Learning Perspective
    2022/05/12 by Wei Fan, Fan, Wei, Kunpeng Liu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
  79. Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
    2022/06/28 by Junchen Ye, Zihan Liu, Ye, Junchen +11 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Stock Market Forecasting Methods
  80. Improve Dense Passage Retrieval with Entailment Tuning
    2024/10/21 by Lu Dai, Hao Liu, Dai, Lu +3 · 2 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Web Data Mining and Analysis
  81. Cross-modality Data Augmentation for End-to-End Sign Language Translation
    2023/05/18 by Ye, Jinhui, Jiao, Wenxiang, Wang, Xing +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  82. FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation
    2024/04/19 by Tianfu Wang, Qilin Fan, Wang, Tianfu +10 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  83. Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback
    2023/05/25 by Yiqi Lin, Hao Wu, Lin, Yiqi +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Multimodal Machine Learning Applications
  84. A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
    2023/07/03 by Qin, Chuan, Zhang, Le, Cheng, Yihang +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  85. Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams
    2022/01/19 by Dongjie Wang, Wang, Dongjie, Kunpeng Liu +5 · 1 citation
    Computer Science · Engineering · #Recommender Systems and Techniques #Transportation and Mobility Innovations
  86. Multi-Temporal Relationship Inference in Urban Areas
    2023/06/15 by Li, Shuangli, Zhou, Jingbo, Liu, Ji +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  87. Towards Task Sampler Learning for Meta-Learning
    2023/07/18 by Jingyao Wang, Wenwen Qiang, Wang, Jingyao +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
  88. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network
    2023/08/31 by Zhang, Weijia, Zhang, Le, Han, Jindong +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  89. Priors in Deep Image Restoration and Enhancement: A Survey
    2022/06/04 by Lu, Yunfan, Lin, Yiqi, Wu, Hao +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  90. DEWP: Deep Expansion Learning for Wind Power Forecasting
    2024/01/01 by Fan, Wei, Fu, Yanjie, Zheng, Shun +3 · 1 citation
    #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  91. NeuGPT: Unified multi-modal Neural GPT
    2024/10/28 by Yiqian Yang, Yang, Yiqian, Yiqun Duan +15 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Imbalanced Data Classification Techniques
  92. How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking
    2023/12/04 by Hu, Zhengyu, Zhang, Jieyu, Yu, Yue +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  93. A Comprehensive Survey on Self-Interpretable Neural Networks
    2025/01/26 by Yang Ji, Ying Sun, Ji, Yang +16 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neural Networks and Applications
  94. MetAug: Contrastive Learning via Meta Feature Augmentation
    2022/03/10 by Jiangmeng Li, Li, Jiangmeng, Wenwen Qiang +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  95. LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data
    2025/02/18 by Cehao Yang, Yang, Cehao, Chengjin Xu +12 · 3 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Data Mining Algorithms and Applications
  96. Uncertainty Quantification on Graph Learning: A Survey
    2024/04/23 by Chao Chen, Chenghua Guo, Chen, Chao +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG)
  97. SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
    2025/03/12 by Chuan Qin, Qin, Chuan, Chengrui Wang +27 · 2 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Materials Science
  98. MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
    2024/05/08 by Yaqi Wu, Wu, Yaqi, Zhihao Fan +95 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  99. Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives
    2025/06/11 by Zeng, Wei, Zhu, Hengshu, Qin, Chuan +8 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  100. Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
    2024/06/14 by Jiang, Wenzhao, Han, Jindong, Liu, Hao +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  101. Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
    2025/05/15 by Wang, Jingyao, Qiang, Wenwen, Song, Zeen +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  102. AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
    2024/03/26 by Wu, Wei, Wang, Chao, Shen, Dazhong +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  103. Towards the Causal Complete Cause of Multi-Modal Representation Learning
    2024/07/19 by Jingyao Wang, Wang, Jingyao, Zhao, Siyu +8 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  104. TC-LLaVA: Rethinking the Transfer from Image to Video Understanding with Temporal Considerations
    2024/09/05 by Mingze Gao, Gao, Mingze, Jingyu Liu +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  105. Efficient Skill Discovery via Regret-Aware Optimization
    2025/06/26 by He Zhang, Zhang, He, Ming Zhou +7 · 2 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Educational Technology and Assessment #FOS: Computer and information sciences #Higher Education Learning Practices #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions
  106. SEAL: SEmantic-Augmented Imitation Learning via Language Model
    2024/10/03 by Gu, Chengyang, Pan, Yuxin, Bai, Haotian +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  107. ChartMark: A Structured Grammar for Chart Annotation
    2025/07/29 by Chen, Yiyu, Wu, Yifan, Shen, Shuyu +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  108. Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks
    2025/03/13 by Guo, Pengxin, Wang, Runxi, Zeng, Shuang +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  109. Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
    2024/10/04 by Wei Wu, Chao Wang, Wu, Wei +14 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Glycosylation and Glycoproteins Research #RNA and protein synthesis mechanisms
  110. ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
    2025/06/09 by Lin, Junyong, Dai, Lu, Han, Ruiqian +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  111. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning
    2025/05/22 by Yang, Cehao, Lin, Xueyuan, Wu, Xiaojun +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  112. Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
    2024/04/03 by Yunfan Lu, Lu, Yunfan, Yijie Xu +7 · 1 citation
    Engineering · Medicine · Physics and Astronomy · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Radiation Detection and Scintillator Technologies #electronic engineering #information engineering
  113. Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
    2025/01/17 by Dongjie Wang, Yanyong Huang, Wang, Dongjie +25 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  114. GCAL: Adapting Graph Models to Evolving Domain Shifts
    2025/05/22 by Ziyue Qiao, Qiao, Ziyue, Qianyi Cai +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  115. Cognitive Disentanglement for Referring Multi-Object Tracking
    2025/03/14 by Liang, Shaofeng, Guan, Runwei, Lian, Wangwang +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  116. Perturbation-mitigated USV Navigation with Distributionally Robust Reinforcement Learning
    2025/11/08 by Zhang, Zhaofan, Yang, Minghao, Xie, Sihong +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  117. Enhanced Partially Relevant Video Retrieval through Inter- and Intra-Sample Analysis with Coherence Prediction
    2025/04/28 by Gangjian Zhang, Ren, Junlong, Zhang, Gangjian +8 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Multimodal Machine Learning Applications
  118. COMET: NFT Price Prediction with Wallet Profiling
    2024/05/17 by Wang, Tianfu, Deng, Liwei, Wang, Chao +5 · 1 citation
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  119. TimeFound: A Foundation Model for Time Series Forecasting
    2025/03/06 by Xiao, Congxi, Zhou, Jingbo, Xiao, Yixiong +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)