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Bo An

  1. Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
    2024/06/20 by Chaojie Wang, Yanchen Deng, Wang, Chaojie +12 · 1 voice · 20 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI
  2. Cradle: Empowering Foundation Agents Towards General Computer Control
    2024/03/05 by Weihao Tan, Wentao Zhang, Tan, Weihao +54 · 2 voices · 27 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI
  3. A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
    2024/02/28 by Wentao Zhang, Zhang, Wentao, Lingxuan Zhao +23 · 33 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Multi-Agent Systems and Negotiation #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis
  4. Combating noisy labels by agreement: A joint training method with co-regularization
    2020/03/05 by Hongxin Wei, Lei Feng, Wei, Hongxin +5 · 17 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  5. Group-in-Group Policy Optimization for LLM Agent Training
    2025/05/16 by Lang Feng, Feng, Lang, Zhenghai Xue +4 · 78 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  6. Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
    2023/06/13 by Longtao Zheng, Zheng, Longtao, Rundong Wang +4 · 20 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Data Stream Mining Techniques #FOS: Computer and information sciences #Topic Modeling
  7. Skywork Open Reasoner 1 Technical Report
    2025/05/28 by Junming He, He, Jujie, Liu, Jiacai +29 · 49 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  8. Provably Consistent Partial-Label Learning
    2020/07/17 by Lei Feng, Feng, Lei, Jiaqi Lv +13 · 8 citations
    Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Machine Learning and Algorithms
  9. AgentStudio: A Toolkit for Building General Virtual Agents
    2024/03/26 by Longtao Zheng, Zhiyuan Huang, Zheng, Longtao +9 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  10. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 27 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  11. MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation
    2024/12/05 by Yifan Zhang, Zheng, Longtao, Zhang, Yifan +13 · 14 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Music and Audio Processing
  12. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    2025/03/12 by Miao Yu, Yu, Miao, Fanci Meng +21 · 16 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Big Data and Digital Economy #Ethics and Social Impacts of AI
  13. SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
    2025/09/02 by Zhenghai Xue, Longtao Zheng, Xue, Zhenghai +11 · 47 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  14. Grasper: A Generalist Pursuer for Pursuit-Evasion Problems
    2024/04/19 by Pengdeng Li, Li, Pengdeng, Shuxin Li +13 · 6 citations
    Engineering · #Guidance and Control Systems #Military Defense Systems Analysis
  15. Deep Graph Anomaly Detection: A Survey and New Perspectives
    2024/09/16 by Hezhe Qiao, Qiao, Hezhe, Hanghang Tong +9 · 6 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  16. True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning
    2024/01/25 by Weihao Tan, Wentao Zhang, Tan, Weihao +9 · 4 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 #Speech and dialogue systems #Topic Modeling
  17. On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
    2023/03/27 by Renchunzi Xie, Hongxin Wei, Xie, Renchunzi +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  18. Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
    2022/12/08 by Hongxin Wei, Huiping Zhuang, Wei, Hongxin +11 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Music and Audio Processing
  19. Pointwise Binary Classification with Pairwise Confidence Comparisons
    2020/10/05 by Lei Feng, Senlin Shu, Feng, Lei +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  20. Learning from Similarity-Confidence Data
    2021/02/13 by Yuzhou Cao, Lei Feng, Cao, Yuzhou +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  21. In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
    2023/11/02 by Yuzhou Cao, Cao, Yuzhou, Hussein Mozannar +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  22. MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
    2024/05/29 by Renchunzi Xie, Ambroise Odonnat, Xie, Renchunzi +9 · 1 voice · 3 citations
    Engineering · Computer Science · #Control Systems and Identification #Fault Detection and Control Systems #Target Tracking and Data Fusion in Sensor Networks
  23. Efficient Last-iterate Convergence Algorithms in Solving Games
    2023/08/22 by Linjian Meng, Meng, Linjian, Zhang, Youzhi +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  24. On the Inducibility of Stackelberg Equilibrium for Security Games
    2018/11/09 by Qingyu Guo, Guo, Qingyu, Jiarui Gan +9 · 1 citation
    Decision Sciences · Engineering · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Infrastructure Resilience and Vulnerability Analysis #Probabilistic and Robust Engineering Design #Risk and Safety Analysis
  25. Computing Ex Ante Coordinated Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games
    2020/09/26 by Youzhi Zhang, Bo An, Zhang, Youzhi +3 · 2 citations
    Social Sciences · Physics and Astronomy · Computer Science · #Evolutionary Game Theory and Cooperation #Opinion Dynamics and Social Influence #Reinforcement Learning in Robotics
  26. GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation
    2022/01/16 by Renchunzi Xie, Xie, Renchunzi, Hongxin Wei +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies
  27. Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach
    2022/06/07 by Shuo Sun, Sun, Shuo, Rundong Wang +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #Financial Markets and Investment Strategies #Forecasting Techniques and Applications
  28. Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation
    2025/04/22 by Zhiyuan Hu, Hu, Zhiyuan, Shiyun Xiong +12 · 4 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Optimization and Search Problems
  29. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    2025/05/01 by Lang Feng, Feng, Lang, W.C. Tan +13 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
  30. PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets
    2023/01/14 by Shuo Sun, Molei Qin, Sun, Shuo +5 · 1 citation
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #FinTech, Crowdfunding, Digital Finance #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
  31. GAS: Generative Auto-bidding with Post-training Search
    2024/12/22 by Yewen Li, Li, Yewen, Mao, Shuai +14 · 3 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Assembly Line Balancing Optimization #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
  32. Partial-Label Regression
    2023/06/15 by Xin Cheng, Cheng, Xin, Dengbao Wang +7 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies #Water Systems and Optimization
  33. Weakly Supervised Regression with Interval Targets
    2023/06/18 by Xin Cheng, Cheng, Xin, Yuzhou Cao +7 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Fuzzy Systems and Optimization #Machine Learning (cs.LG) #Neural Networks and Applications
  34. EconGym: A Scalable AI Testbed with Diverse Economic Tasks
    2025/06/13 by Qirui Mi, Mi, Qirui, Qipeng Yang +15 · 3 citations
    Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Economic theories and models
  35. Transition signatures for electron-positron pair creation in space-time inhomogeneous electric field
    2024/08/18 by C.K. Li, X. X. Zhou, Li, C. K. +10 · 1 citation
    Engineering · Physics and Astronomy · #Atomic and Molecular Physics #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Muon and positron interactions and applications #Particle accelerators and beam dynamics #Plasma Physics (physics.plasm-ph)
  36. keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM
    2023/12/31 by Chaojie Wang, Wang, Chaojie, Yishi Xu +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  37. Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head
    2024/11/13 by Penghui Yang, Chen-Chen Zong, Yang, Penghui +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  38. Mars-PO: Multi-Agent Reasoning System Preference Optimization
    2024/11/28 by Xiaoxuan Lou, Lou, Xiaoxuan, Chaojie Wang +3 · 1 citation
    Computer Science · Engineering · #Distributed systems and fault tolerance #Spacecraft Design and Technology
  39. C2PO: Diagnosing and Disentangling Bias Shortcuts in LLMs
    2025/12/29 by Xuan Feng, Bo An, Feng, Xuan +11 · 1 citation
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  40. ConceptTree: Bringing Semantic Transparency to Black-Box Decision Making for Robotic Manipulation
    2026/07/20 by Yongyan Wen, Feifan Liu, Jinyi Chen +3
    #cs.RO #cs.AI
  41. PlatformBid: An Auto-Bidding Benchmark from a Unified Advertising Platform's Perspective
    2026/07/29 by Shengtian Yang, Yewen Li, Zhiyi Lyu +4
    Computer Science · #cs.LG
  42. DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation
    2026/07/29 by Jiaxing Li, Kai Zou, Cindy Zhou +7
    Computer Science · #cs.CV
  43. Where Detectors Fail: Closing the Tail-Domain Gap with Expert-Guided Mutual Distillation
    2026/07/29 by Xuan Feng, Guihong Liu, Tianlong Gu +5
    Computer Science · #cs.CL