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Zhang, Weinan

  1. A Survey of AI Agent Protocols
    2025/04/23 by Yingxuan Yang, Huacan Chai, Yang, Yingxuan +26 · 17 voices · 26 citations
    Computer Science · #Mobile Agent-Based Network Management #cs.AI
  2. Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
    2022/05/30 by Muning Wen, Wen, Muning, Jakub Grudzien Kuba +11 · 2 voices · 27 citations
    #cs.MA #cs.LG
  3. Vision-Language Foundation Models as Effective Robot Imitators
    2023/11/02 by Xinghang Li, Li, Xinghang, Minghuan Liu +21 · 90 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
  4. Texygen: A Benchmarking Platform for Text Generation Models
    2018/02/06 by Zhu, Yaoming, Lu, Sidi, Zheng, Lei +4 · 44 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  5. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient
    2016/09/18 by Lantao Yu, Weinan Zhang, Yu, Lantao +5 · 38 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  6. OmniH2O: Universal and Dexterous Human-to-Humanoid Whole-Body Teleoperation and Learning
    2024/06/13 by Tairan He, Zhengyi Luo, He, Tairan +15 · 67 citations
    Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Virtual Reality Applications and Impacts #Social Robot Interaction and HRI
  7. Efficient Architecture Search by Network Transformation
    2017/07/16 by Han Cai, Tianyao Chen, Cai, Han +7 · 44 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  8. Agentic Web: Weaving the Next Web with AI Agents
    2025/07/28 by Yingxuan Yang, Mulei Ma, Yang, Yingxuan +33 · 8 voices · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  9. Mean Field Multi-Agent Reinforcement Learning
    2018/02/15 by Yaodong Yang, Yang, Yaodong, Rui Luo +9 · 20 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Reinforcement Learning in Robotics
  10. Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training
    2023/09/29 by Xidong Feng, Feng, Xidong, Ziyu Wan +10 · 37 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  11. How Can Recommender Systems Benefit from Large Language Models: A Survey
    2023/06/09 by Jianghao Lin, Lin, Jianghao, Xinyi Dai +22 · 26 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
  12. Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
    2019/03/04 by Fan Zhou, Fan, Zhou, Rui Su +5 · 14 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  13. Goal-Conditioned Reinforcement Learning: Problems and Solutions
    2022/01/20 by Minghuan Liu, Menghui Zhu, Liu, Minghuan +3 · 17 citations
    Computer Science · #Reinforcement Learning in Robotics
  14. Wasserstein Distance Guided Representation Learning for Domain Adaptation
    2017/07/05 by Jian Shen, Yanru Qu, Shen, Jian +5 · 18 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Product-based Neural Networks for User Response Prediction
    2016/11/01 by Qu, Yanru, Cai, Han, Ren, Kan +4 · 11 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  16. ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
    2023/08/22 by Jianghao Lin, Lin, Jianghao, Rong Shan +15 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  17. MADiff: Offline Multi-agent Learning with Diffusion Models
    2023/05/27 by Zhu, Zhengbang, Liu, Minghuan, Mao, Liyuan +5 · 18 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
    2023/05/29 by Haoran He, Chenjia Bai, He, Haoran +13 · 17 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Single-cell and spatial transcriptomics
  19. GraphGAN: Graph Representation Learning with Generative Adversarial Nets
    2017/11/22 by Hongwei Wang, Wang, Hongwei, Jia Wang +13 · 13 citations
    Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
  20. Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
    2023/06/19 by Xi, Yunjia, Liu, Weiwen, Lin, Jianghao +8 · 14 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. Diffusion Models for Reinforcement Learning: A Survey
    2023/11/02 by Zhengbang Zhu, Hanye Zhao, Zhu, Zhengbang +10 · 15 citations
    Computer Science · #Reinforcement Learning in Robotics
  22. MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
    2021/03/18 by Yutong Xie, Xie, Yutong, Chence Shi +11 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics #and Science (cs.CE)
  23. Deep Learning over Multi-field Categorical Data: A Case Study on User\n Response Prediction
    2016/01/11 by Weinan Zhang, Zhang, Weinan, Tianming Du +3 · 9 citations
    Computer Science · #Recommender Systems and Techniques #Image and Video Quality Assessment #Image Retrieval and Classification Techniques
  24. Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
    2024/05/25 by Ding, Shutong, Hu, Ke, Zhang, Zhenhao +5 · 17 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting
    2016/10/07 by Jun Wang, Wang, Jun, Weinan Zhang +3 · 6 citations
    Business, Management and Accounting · #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Consumer Retail Behavior Studies #FOS: Computer and information sciences
  26. Long Text Generation via Adversarial Training with Leaked Information
    2017/09/24 by Jiaxian Guo, Guo, Jiaxian, Sidi Lu +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  27. BeamDojo: Learning Agile Humanoid Locomotion on Sparse Footholds
    2025/02/14 by Huayi Wang, Wang, Huayi, Zirui Wang +11 · 26 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Robotic Locomotion and Control #Context-Aware Activity Recognition Systems
  28. A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
    2024/12/23 by Yuanxing Liu, Chen, Shuaihang, Wei Han +6 · 22 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  29. AlignRec: Aligning and Training in Multimodal Recommendations
    2024/03/19 by Yifan Liu, Kangning Zhang, Liu, Yifan +15 · 14 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Speech and dialogue systems
  30. A Survey on Model-based Reinforcement Learning
    2022/06/19 by Fan-Ming Luo, Xu Tian, Luo, Fan-Ming +9 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
  31. K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
    2023/06/08 by Deng, Cheng, Zhang, Tianhang, He, Zhongmou +9 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #I.2.7
  32. Multi-Level Interaction Reranking with User Behavior History
    2022/04/20 by Yunjia Xi, Weiwen Liu, Xi, Yunjia +15 · 7 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
  33. Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data
    2018/07/01 by Yanru Qu, Bohui Fang, Qu, Yanru +13 · 6 citations
    Computer Science · #Recommender Systems and Techniques #Machine Learning and ELM #Advanced Graph Neural Networks
  34. ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
    2025/03/12 by Ziyu Wan, Yunxiang Li, Wan, Ziyu +19 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Topic Modeling
  35. Deep Recurrent Survival Analysis
    2018/09/07 by Kan Ren, Jiarui Qin, Ren, Kan +11 · 5 citations
    Computer Science · Social Sciences · #Age of Information Optimization #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  36. Glancing Transformer for Non-Autoregressive Neural Machine Translation
    2020/08/18 by Qian, Lihua, Zhou, Hao, Bao, Yu +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
    2024/02/22 by Haoran He, Chenjia Bai, He, Haoran +9 · 10 citations
    Computer Science · #Advanced Technologies in Various Fields #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Reinforcement Learning in Robotics #Robotics (cs.RO)
  38. OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
    2024/10/12 by Wang, Jun, Fang, Meng, Wan, Ziyu +10 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. A Unified and General Humanoid Whole-Body Controller for Versatile Locomotion
    2025/02/05 by Yufei Xue, Wentao Dong, Xue, Yufei +7 · 20 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Prosthetics and Rehabilitation Robotics #Robotic Locomotion and Control #Robotics (cs.RO)
  40. LLM-based Multi-Agent Systems: Techniques and Business Perspectives
    2024/11/21 by Yingxuan Yang, Qiuying Peng, Yang, Yingxuan +5 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  41. Re3Sim: Generating High-Fidelity Simulation Data via 3D-Photorealistic Real-to-Sim for Robotic Manipulation
    2025/02/12 by Han, Xiaoshen, Liu, Minghuan, Chen, Yilun +6 · 17 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  42. DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching
    2024/02/04 by Guanghe Li, Yixiang Shan, Li, Guanghe +7 · 9 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
  43. GenSim2: Scaling Robot Data Generation with Multi-modal and Reasoning LLMs
    2024/10/04 by Pu Hua, Hua, Pu, Minghuan Liu +10 · 13 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  44. MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence
    2017/12/02 by Zheng, Lianmin, Yang, Jiacheng, Cai, Han +3 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  45. SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
    2020/10/19 by Ming Zhou, Jun Luo, Zhou, Ming +68 · 10 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Transportation and Mobility Innovations
  46. Order Matters: Agent-by-agent Policy Optimization
    2023/02/13 by Xihuai Wang, Wang, Xihuai, Ziyu Wan +8 · 6 citations
    Computer Science · Economics, Econometrics and Finance · #Mobile Crowdsensing and Crowdsourcing #Sports Analytics and Performance #Explainable Artificial Intelligence (XAI)
  47. Real-Time Bidding Benchmarking with iPinYou Dataset
    2014/07/25 by Weinan Zhang, Zhang, Weinan, Shuai Yuan +4 · 3 citations
    Computer Science · Engineering · #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Smart Parking Systems Research #Vehicle License Plate Recognition #Video Analysis and Summarization
  48. ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction
    2023/10/13 by Jianghao Lin, Lin, Jianghao, Bo Chen +17 · 7 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Text Readability and Simplification
  49. KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
    2025/06/15 by Xie, Weiji, Han, Jinrui, Zheng, Jiakun +6 · 26 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  50. Hammer: Robust Function-Calling for On-Device Language Models via Function Masking
    2024/10/06 by Lin, Qiqiang, Wen, Muning, Peng, Qiuying +8 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  51. AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
    2025/04/01 by Yingxuan Yang, Yang, Yingxuan, Huacan Chai +10 · 14 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
  52. Deep Learning for Click-Through Rate Estimation
    2021/04/21 by Zhang, Weinan, Qin, Jiarui, Guo, Wei +2 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  53. World Model-based Perception for Visual Legged Locomotion
    2024/09/25 by Lai, Hang, Cao, Jiahang, Xu, Jiafeng +5 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  54. Large-scale Interactive Recommendation with Tree-structured Policy Gradient
    2018/11/14 by Chen, Haokun, Dai, Xinyi, Cai, Han +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  55. Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects
    2022/03/20 by Xihuai Wang, Zhicheng Zhang, Wang, Xihuai +3 · 4 citations
    Computer Science · #Software Engineering Research #Reinforcement Learning in Robotics
  56. A Survey on Diffusion Models for Recommender Systems
    2024/09/08 by Lin, Jianghao, Liu, Jiaqi, Zhu, Jiachen +5 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  57. 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
  58. MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models
    2024/07/06 by Yunjia Xi, Xi, Yunjia, Weiwen Liu +11 · 7 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  59. Multi-Agent Determinantal Q-Learning
    2020/06/02 by Yang, Yaodong, Wen, Ying, Chen, Liheng +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  60. Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning
    2020/06/18 by Sijin Zhou, Zhou, Sijin, Xinyi Dai +13 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  61. GIKT: A Graph-based Interaction Model for Knowledge Tracing
    2020/09/13 by Yang, Yang, Shen, Jian, Qu, Yanru +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  62. FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction
    2023/10/30 by Wang, Hangyu, Lin, Jianghao, Li, Xiangyang +5 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  63. Multi-embodiment Legged Robot Control as a Sequence Modeling Problem
    2022/12/18 by Yu, Chen, Zhang, Weinan, Lai, Hang +3 · 4 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  64. Learning to Select Cuts for Efficient Mixed-Integer Programming
    2021/05/28 by Huang, Zeren, Wang, Kerong, Liu, Furui +6 · 3 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  65. ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
    2023/06/15 by Jieming Zhu, Guohao Cai, Zhu, Jieming +9 · 4 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  66. Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
    2024/07/29 by Liyuan Mao, Haoran Xu, Mao, Liyuan +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  67. MARFT: Multi-Agent Reinforcement Fine-Tuning
    2025/04/21 by Muning Wen, Liao, Junwei, Jun Wang +4 · 12 citations
    Computer Science · #Reinforcement Learning in Robotics #Multi-Agent Systems and Negotiation #Multimodal Machine Learning Applications
  68. Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
    2022/05/19 by Yang, Zhengyu, Ren, Kan, Luo, Xufang +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  69. Through the Lens of Core Competency: Survey on Evaluation of Large Language Models
    2023/08/15 by Zhuang, Ziyu, Chen, Qiguang, Ma, Longxuan +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  70. Bootstrapped Transformer for Offline Reinforcement Learning
    2022/06/17 by Kerong Wang, Hanye Zhao, Wang, Kerong +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
  71. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
    2024/09/15 by Qingyao Li, Li, Qingyao, Wei Xia +13 · 7 citations
    Computer Science · #Natural Language Processing Techniques
  72. Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling
    2018/10/29 by Liu, Feng, Tang, Ruiming, Li, Xutao +5 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  73. TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
    2024/03/10 by Ruiwen Zhou, Zhou, Ruiwen, Yingxuan Yang +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR)
  74. Lipschitz Generative Adversarial Nets
    2019/02/15 by Zhou, Zhiming, Liang, Jiadong, Song, Yuxuan +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  75. Dynamically Fused Graph Network for Multi-hop Reasoning
    2019/05/16 by Xiao, Yunxuan, Qu, Yanru, Qiu, Lin +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  76. A Comprehensive Survey on Retrieval Methods in Recommender Systems
    2024/07/11 by Junjie Huang, Huang, Junjie, Jizheng Chen +11 · 5 citations
    Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Image Retrieval and Classification Techniques
  77. AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction
    2020/03/25 by Bin Liu, Chenxu Zhu, Liu, Bin +15 · 3 citations
    Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Web Data Mining and Analysis
  78. Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement
    2024/02/09 by Muning Wen, Wen, Muning, Cheng Deng +8 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  79. Bi-level Actor-Critic for Multi-agent Coordination
    2019/09/08 by Zhang, Haifeng, Chen, Weizhe, Huang, Zeren +4 · 2 citations
    #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  80. Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task
    2024/09/13 by Shao Zhang, Xihuai Wang, Zhang, Shao +14 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
  81. Stop DDoS Attacking the Research Community with AI-Generated Survey Papers
    2025/10/09 by Jianghao Lin, Lin, Jianghao, Rong Shan +9 · 1 voice · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management
  82. Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
    2023/05/29 by Haoran He, He, Haoran, Chenjia Bai +10 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics
  83. Universal Trading for Order Execution with Oracle Policy Distillation
    2021/01/28 by Fang, Yuchen, Ren, Kan, Liu, Weiqing +5 · 2 citations
    #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Trading and Market Microstructure (q-fin.TR)
  84. Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
    2023/06/07 by Xianyu Chen, Chen, Xianyu, Jian Shen +21 · 3 citations
    Computer Science · #Recommender Systems and Techniques #Educational Technology and Assessment #Online Learning and Analytics
  85. Learning Logic Rules for Document-level Relation Extraction
    2021/11/09 by Dongyu Ru, Changzhi Sun, Ru, Dongyu +13 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  86. ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
    2023/10/08 by Xihuai Wang, Wang, Xihuai, Shao Zhang +11 · 3 citations
    Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  87. GeoGalactica: A Scientific Large Language Model in Geoscience
    2023/12/31 by Lin, Zhouhan, Deng, Cheng, Zhou, Le +18 · 3 citations
    #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #I.2.7
  88. Neural Re-ranking in Multi-stage Recommender Systems: A Review
    2022/02/14 by Weiwen Liu, Liu, Weiwen, Yunjia Xi +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #H.0 #Information Retrieval (cs.IR) #Machine Learning and ELM #Recommender Systems and Techniques
  89. Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
    2025/02/20 by Zhu, Jiachen, Zheng, Congmin, Lin, Jianghao +5 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  90. Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization
    2022/03/04 by Liu, Minghuan, Zhu, Zhengbang, Zhuang, Yuzheng +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  91. ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
    2024/02/01 by Mao, Liyuan, Xu, Haoran, Zhang, Weinan +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  92. Forgetting Fast in Recommender Systems
    2022/08/14 by Wenyan Liu, Juncheng Wan, Liu, Wenyan +9 · 2 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Recommender Systems and Techniques
  93. UniTracker: Learning Universal Whole-Body Motion Tracker for Humanoid Robots
    2025/07/10 by Yin, Kangning, Zeng, Weishuai, Fan, Ke +7 · 12 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  94. Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks
    2021/12/06 by Linghui Meng, Meng, Linghui, Muning Wen +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  95. Visual Imitation Learning with Patch Rewards
    2023/02/02 by Liu, Minghuan, He, Tairan, Zhang, Weinan +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  96. Braid group action and quasi-split affine \imathquantum groups I
    2022/03/21 by Lu, Ming, Wang, Weiqiang, Zhang, Weinan · 3 citations
    #17B37 #FOS: Mathematics #Quantum Algebra (math.QA) #Representation Theory (math.RT)
  97. Agentic Information Retrieval
    2024/10/13 by Zhang, Weinan, Liao, Junwei, Li, Ning +2 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  98. ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning
    2025/02/22 by Huang, Shulin, Yang, Linyi, Song, Yan +9 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  99. Energy-Based Imitation Learning
    2020/04/20 by Minghuan Liu, Liu, Minghuan, Tairan He +5 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  100. A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges
    2025/08/03 by Yunjia Xi, Xi, Yunjia, Jianghao Lin +15 · 18 citations
    Computer Science · #Web Data Mining and Analysis #Machine Learning and Data Classification #Data Stream Mining Techniques
  101. MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation
    2025/07/21 by Ning Li, Xiangmou Qu, Li, Ning +15 · 15 citations
    Computer Science · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics (cs.RO)
  102. Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation
    2024/08/07 by Jiachen Zhu, Zhu, Jiachen, Jianghao Lin +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  103. Optimal Real-Time Bidding Frameworks Discussion
    2016/02/02 by Weinan Zhang, Zhang, Weinan, Kan Ren +3 · 1 citation
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Optimization and Search Problems #Scheduling and Optimization Algorithms
  104. Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer
    2022/12/15 by Lai, Hang, Zhang, Weinan, He, Xialin +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  105. Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations
    2024/10/21 by Junjie Huang, Jiarui Qin, Huang, Junjie +9 · 3 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  106. Unsupervised Diverse Colorization via Generative Adversarial Networks
    2017/02/22 by Cao, Yun, Zhou, Zhiming, Zhang, Weinan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  107. A Graph-Enhanced Click Model for Web Search
    2022/06/17 by Jianghao Lin, Lin, Jianghao, Weiwen Liu +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  108. Bidirectional Model-based Policy Optimization
    2020/07/04 by Hang Lai, Lai, Hang, Jian Shen +5 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  109. AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
    2018/09/29 by Zhou, Zhiming, Zhang, Qingru, Lu, Guansong +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  110. Humanoid Whole-Body Locomotion on Narrow Terrain via Dynamic Balance and Reinforcement Learning
    2025/02/24 by Xie, Weiji, Bai, Chenjia, Shi, Jiyuan +4 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  111. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition
    2018/04/24 by Zhenghui Wang, Wang, Zhenghui, Yanru Qu +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  112. AceKG: A Large-scale Knowledge Graph for Academic Data Mining
    2018/07/23 by Wang, Ruijie, Yan, Yuchen, Wang, Jialu +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  113. The Real Barrier to LLM Agent Usability is Agentic ROI
    2025/05/23 by Liu, Weiwen, Qin, Jiarui, Huang, Xu +10 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  114. Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges
    2023/12/27 by Qingyao Li, Li, Qingyao, Lingyue Fu +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Text Readability and Simplification #Topic Modeling
  115. CommunityGAN: Community Detection with Generative Adversarial Nets
    2019/01/20 by Jia, Yuting, Zhang, Qinqin, Zhang, Weinan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  116. GFS: Graph-based Feature Synthesis for Prediction over Relational Databases
    2023/12/04 by Zhang, Han, Gan, Quan, Wipf, David +1 · 3 citations
    #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  117. A Drinfeld type presentation of twisted Yangians of quasi-split type
    2024/08/13 by Lu, Kang, Zhang, Weinan · 4 citations
    #17B37 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Algebra (math.QA) #Representation Theory (math.RT)
  118. ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction
    2024/10/13 by Zhang, Yanlin, Li, Ning, Gan, Quan +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  119. D2K: Turning Historical Data into Retrievable Knowledge for Recommender Systems
    2024/01/21 by Jiarui Qin, Qin, Jiarui, Weiwen Liu +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  120. Towards Efficient and Effective Unlearning of Large Language Models for Recommendation
    2024/03/06 by Hangyu Wang, Jianghao Lin, Wang, Hangyu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  121. Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency
    2020/03/14 by Guansong Lu, Zhiming Zhou, Lu, Guansong +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  122. CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
    2020/06/08 by Qipeng Guo, Guo, Qipeng, Zhijing Jin +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  123. An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph
    2020/07/01 by Jiarui Jin, Jin, Jiarui, Jiarui Qin +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  124. CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models
    2023/09/05 by Fu, Lingyue, Chai, Huacan, Luo, Shuang +13 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  125. Efficient Projection-Free Algorithms for Saddle Point Problems
    2020/10/21 by Chen, Cheng, Luo, Luo, Zhang, Weinan +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  126. NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
    2021/02/01 by Qin, Rongjun, Gao, Songyi, Zhang, Xingyuan +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  127. Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation
    2024/05/21 by Qingyao Li, Wei Xia, Li, Qingyao +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Educational Technology and Assessment #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques
  128. HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Device Scenarios
    2024/12/21 by Wang, Jun, Jiamu Zhou, Zhou, Jiamu +16 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Green IT and Sustainability #Human-Computer Interaction (cs.HC) #Interactive and Immersive Displays
  129. Agent Exchange: Shaping the Future of AI Agent Economics
    2025/07/05 by Yang, Yingxuan, Wen, Ying, Wang, Jun +1 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  130. InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
    2025/05/21 by Xi, Yunjia, Lin, Jianghao, Zhu, Menghui +10 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  131. PerfectDou: Dominating DouDizhu with Perfect Information Distillation
    2022/03/30 by Yang Guan, Yang, Guan, Minghuan Liu +11 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Sports Analytics and Performance
  132. Context-aware Reranking with Utility Maximization for Recommendation
    2021/10/18 by Xi, Yunjia, Liu, Weiwen, Dai, Xinyi +5 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  133. On Effective Scheduling of Model-based Reinforcement Learning
    2021/11/16 by Lai, Hang, Shen, Jian, Zhang, Weinan +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  134. Towards Return Parity in Markov Decision Processes
    2021/11/19 by Chi, Jianfeng, Shen, Jian, Dai, Xinyi +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  135. A Drinfeld type presentation of twisted Yangians
    2023/08/23 by Lu, Kang, Wang, Weiqiang, Zhang, Weinan · 3 citations
    #17B37 #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Algebra (math.QA) #Representation Theory (math.RT)
  136. Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection
    2022/02/25 by Long, Ting, Xie, Yutong, Chen, Xianyu +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  137. P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training
    2024/08/10 by Yang, Yingxuan, Wang, Huayi, Wen, Muning +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  138. CookBench: A Long-Horizon Embodied Planning Benchmark for Complex Cooking Scenarios
    2025/08/05 by Cai, Muzhen, Chen, Xiubo, An, Yining +5 · 6 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  139. Retrieval & Interaction Machine for Tabular Data Prediction
    2021/08/11 by Qin, Jiarui, Zhang, Weinan, Su, Rong +5 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  140. Reinforcement Learning with Automated Auxiliary Loss Search
    2022/10/12 by He, Tairan, Zhang, Yuge, Ren, Kan +5 · 1 citation
    #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG)
  141. Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
    2025/02/17 by Shao Zhang, Zhang, Shao, Xihuai Wang +23 · 3 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics and Automated Systems
  142. Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models
    2025/02/19 by Xi, Yunjia, Weng, Muyan, Chen, Wen +9 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  143. Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport
    2025/02/18 by Mingyang Sun, Sun, Mingyang, Pengxiang Ding +5 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management
  144. Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey
    2025/06/06 by Jiachen Zhu, Zhu, Jiachen, Menghui Zhu +21 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Statistical and Computational Modeling
  145. Learning ID-free Item Representation with Token Crossing for Multimodal Recommendation
    2024/10/25 by Zhang, Kangning, Jin, Jiarui, Qin, Yingjie +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  146. Large Sequence Models for Sequential Decision-Making: A Survey
    2023/06/24 by Muning Wen, Runji Lin, Wen, Muning +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  147. Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
    2024/08/11 by Xi, Yunjia, Wang, Hangyu, Chen, Bo +7 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  148. DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation
    2024/05/20 by Du, Kounianhua, Chen, Jizheng, Lin, Jianghao +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  149. GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing
    2023/10/11 by Wang, Hangyu, Long, Ting, Yin, Liang +6 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  150. Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future
    2023/09/22 by Song, Yan, Jiang, He, Zhang, Haifeng +3 · 1 citation
    #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
  151. Looking Ahead to Avoid Being Late: Solving Hard-Constrained Traveling Salesman Problem
    2024/03/08 by Jingxiao Chen, Ziqin Gong, Chen, Jingxiao +9 · 1 citation
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions
  152. CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
    2024/02/09 by Da, Longchao, Chu, Chen, Zhang, Weinan +1 · 1 citation
    #FOS: Computer and information sciences #G.3 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  153. PhysGM: Large Physical Gaussian Model for Feed-Forward 4D Synthesis
    2025/08/19 by Chenyang Lv, Zequn Chen, Lv, Chunji +12 · 2 citations
    Decision Sciences · #Scientific Computing and Data Management
  154. Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning
    2024/05/29 by Zhao, Hanye, Han, Xiaoshen, Zhu, Zhengbang +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  155. Reinforcing Language Agents via Policy Optimization with Action Decomposition
    2024/05/23 by Muning Wen, Wen, Muning, Ziyu Wan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  156. CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation
    2024/05/03 by Kounianhua Du, Du, Kounianhua, Renting Rui +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
  157. 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs
    2024/04/28 by Wang, Minjie, Gan, Quan, Wipf, David +17 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  158. Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
    2025/09/30 by Shao, Shuai, Ren, Qihan, Qian, Chen +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  159. Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation
    2024/09/14 by Shi, Yiwei, Wen, Muning, Zhang, Qi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  160. Understanding the Effectiveness of Lipschitz-Continuity in Generative Adversarial Nets
    2018/07/02 by Zhiming Zhou, Zhou, Zhiming, Yuxuan Song +13 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  161. Towards Making the Most of BERT in Neural Machine Translation
    2019/08/15 by Jiacheng Yang, Yang, Jiacheng, Mingxuan Wang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  162. RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training
    2025/10/08 by Zang, Hongzhi, Wei, Mingjie, Xu, Si +14 · 6 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  163. Audio Turing Test: Benchmarking the Human-likeness of Large Language Model-based Text-to-Speech Systems in Chinese
    2025/05/16 by Xihuai Wang, Ziyi Zhao, Wang, Xihuai +21 · 2 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  164. Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated Items
    2025/03/28 by Jianghao Lin, Lin, Jianghao, Peng Du +11 · 1 voice · 1 citation
    #cs.IR #cs.AI #cs.CV
  165. LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
    2024/09/26 by Wu, Peilin, Xie, Weiji, Cao, Jiahang +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  166. An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages
    2022/06/17 by Lingyue Fu, Jianghao Lin, Fu, Lingyue +11 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Web Data Mining and Analysis #Data Visualization and Analytics
  167. CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning
    2025/07/21 by Congmin Zheng, Zheng, Congmin, Jiachen Zhu +12 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  168. Understanding and Optimizing Agentic Workflows via Shapley value
    2025/02/01 by Yang, Yingxuan, Huang, Bo, Qi, Siyuan +14 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  169. GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning
    2025/05/24 by Ding, Shutong, Hu, Ke, Zhong, Shan +5 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  170. VeriOS: Query-Driven Proactive Human-Agent-GUI Interaction for Trustworthy OS Agents
    2025/09/09 by Wu, Zheng, Huang, Heyuan, Lou, Xingyu +8 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences