PPaperPicks

Bo An

Nanyang Technological University, Singapore

68 papers at tracked venues · 56 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7064-7438 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12ICML ×10ICLR ×9SIGKDD ×7AAAI ×6IJCAI ×6ACL ×5AAMAS ×4WWW ×4AISTATS ×2CVPR ×2SIGIR ×1

Frequent coauthors

Xinrun Wang
×19
Lei Feng
×10
Molei Qin
×8
Haochong Xia
×7
Yewen Li
×7
Chuqiao Zong
×6
Wentao Zhang
×6
Zhenghai Xue
×6
Longtao Zheng
×6
Shuicheng Yan
×6
Pengjie Gu
×6
Chaojie Wang
×6

Papers

  1. AgentOCR: Reimagining Agent History via Optical Self-Compression
    ACL 2026 ·
    Lang Feng
    ,
    Fuchao Yang
    ,
    Feng Chen
    ,
    Xin Cheng
    ,
    Haiyang Xu
    ,
    Zhenglin Wan
    ,
    Ming Yan
    , Bo An
  2. ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading
    AAAI 2026 ·
    Chuqiao Zong
    ,
    Molei Qin
    ,
    Haochong Xia
    , Bo An
  3. Bayesian Robust Financial Trading with Adversarial Synthetic Market Data
    SIGKDD 2026 ·
    Haochong Xia
    ,
    Simin Li
    ,
    Ruixiao Xu
    ,
    Zhixia Zhang
    ,
    Hongxiang Wang
    ,
    Zhiqian Liu
    ,
    Teng Yao Long
    ,
    Molei Qin
    ,
    Chuqiao Zong
    , Bo An
  4. C2PO: Diagnosing and Disentangling Bias Shortcuts in LLMs
    ACL 2026 ·
    Xuan Feng
    , Bo An,
    Tianlong Gu
    ,
    Liang Chang
    ,
    Fengrui Hao
    ,
    Peipeng Yu
    ,
    Shuai Zhao
  5. FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment
    SIGKDD 2026 ·
    Wentao Zhang
    ,
    Yilei Zhao
    ,
    Chuqiao Zong
    ,
    Xinrun Wang
    , Bo An
  6. FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading
    SIGKDD 2026 ·
    Molei Qin
    ,
    Xinyu Cai
    ,
    Yewen Li
    ,
    Haochong Xia
    ,
    Chuqiao Zong
    ,
    Shuo Sun
    ,
    Xinrun Wang
    , Bo An
  7. GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization
    AAAI 2026 ·
    Yanchen Deng
    ,
    Xinrun Wang
    , Bo An
  8. LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting
    WWW 2026 ·
    Yewen Li
    ,
    Zhiyi Lyu
    ,
    Peng Jiang
    ,
    Qingpeng Cai
    ,
    Fei Pan
    , Bo An
  9. LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
    ACL 2026 ·
    Penghui Yang
    ,
    Cunxiao Du
    ,
    Fengzhuo Zhang
    ,
    Haonan Wang
    ,
    Tianyu Pang
    ,
    Chao Du
    , Bo An
  10. SeDev: Structured Semantic Exploration for LLM-Driven Code Generation
    ACL 2026 ·
    Ronghui Yang
    ,
    Jie Liu
    ,
    Jiajie Zeng
    ,
    Jiexin Wang
    ,
    Jiuchuan Jiang
    , Bo An,
    Yi Cai
    ,
    Mengchen Zhao
  11. A Closer Look at Backdoor Attacks on CLIP
    ICML 2025 ·
    Shuo He
    ,
    Zhifang Zhang
    ,
    Feng Liu
    ,
    Roy Ka-Wei Lee
    , Bo An,
    Lei Feng
  12. A Survey on Trustworthy LLM Agents: Threats and Countermeasures
    SIGKDD 2025 ·
    Miao Yu
    ,
    Fanci Meng
    ,
    Xinyun Zhou
    ,
    Shilong Wang
    ,
    Junyuan Mao
    ,
    Linsey Pang
    ,
    Tianlong Chen
    ,
    Kun Wang
    ,
    Xinfeng Li
    ,
    Yongfeng Zhang
    , Bo An,
    Qingsong Wen
  13. AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
    WWW 2025 ·
    Zhenghai Xue
    ,
    Qingpeng Cai
    ,
    Bin Yang
    ,
    Lantao Hu
    ,
    Peng Jiang
    ,
    Kun Gai
    , Bo An
  14. AgentStudio: A Toolkit for Building General Virtual Agents
    ICLR 2025 ·
    Longtao Zheng
    ,
    Zhiyuan Huang
    ,
    Zhenghai Xue
    ,
    Xinrun Wang
    , Bo An,
    Shuicheng Yan
  15. Cradle: Empowering Foundation Agents towards General Computer Control
    ICML 2025 ·
    Weihao Tan
    ,
    Wentao Zhang
    ,
    Xinrun Xu
    ,
    Haochong Xia
    ,
    Ziluo Ding
    ,
    Boyu Li
    ,
    Bohan Zhou
    ,
    Junpeng Yue
    ,
    Jiechuan Jiang
    ,
    Yewen Li
    ,
    Ruyi An
    ,
    Molei Qin
    ,
    Chuqiao Zong
    ,
    Longtao Zheng
    ,
    Yujie Wu
    ,
    Xiaoqiang Chai
    ,
    Yifei Bi
    ,
    Tianbao Xie
    ,
    Pengjie Gu
    ,
    Xiyun Li
    ,
    Ceyao Zhang
    ,
    Long Tian
    ,
    Chaojie Wang
    ,
    Xinrun Wang
    ,
    Börje F. Karlsson
    , Bo An,
    Shuicheng Yan
    ,
    Zongqing Lu
  16. Deciphering the Extremes: A Novel Approach for Pathological Long-tailed Recognition in Scientific Discovery
    NeurIPS 2025 ·
    Zhe Zhao
    ,
    Haibin Wen
    ,
    Xianfu Liu
    ,
    Rui Mao
    ,
    Pengkun Wang
    ,
    Liheng Yu
    ,
    Linjiang Chen
    , Bo An,
    Qingfu Zhang
    ,
    Yang Wang
  17. Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head
    SIGKDD 2025 ·
    Penghui Yang
    ,
    Chen-Chen Zong
    ,
    Sheng-Jun Huang
    ,
    Lei Feng
    , Bo An
  18. EconGym: A Scalable AI Testbed with Diverse Economic Tasks
    NeurIPS 2025 ·
    Qirui Mi
    ,
    Qipeng Yang
    ,
    Zijun Fan
    ,
    Wentian Fan
    ,
    Heyang Ma
    ,
    Chengdong Ma
    ,
    Siyu Xia
    , Bo An,
    Jun Wang
    ,
    Haifeng Zhang
  19. Efficient Last-Iterate Convergence in Solving Extensive-Form Games
    NeurIPS 2025 ·
    Linjian Meng
    ,
    Tianpei Yang
    ,
    Youzhi Zhang
    ,
    Zhenxing Ge
    ,
    Shangdong Yang
    ,
    Tianyu Ding
    ,
    Wenbin Li
    , Bo An,
    Yang Gao
  20. Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Simin Li
    ,
    Zihao Mao
    ,
    Hanxiao Li
    ,
    Zonglei Jing
    ,
    Zhuohang bian
    ,
    Jun Guo
    ,
    Li Wang
    ,
    Zhuoran Han
    ,
    Ruixiao Xu
    ,
    Xin Yu
    ,
    Chengdong Ma
    ,
    Yuqing Ma
    , Bo An,
    Yaodong Yang
    ,
    Weifeng Lv
    ,
    Xianglong Liu
  21. Enhancing Sub-Optimal Trajectory Stitching: Spatial Composition RvS for Offline RL
    AAMAS 2025 ·
    Sheng Zang
    ,
    Zhiguang Cao
    , Bo An,
    Senthilnath Jayavelu
    ,
    Xiaoli Li
  22. Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel-Young Losses
    NeurIPS 2025 ·
    Yuzhou Cao
    ,
    Han Bao
    ,
    Lei Feng
    , Bo An
  23. GAS: Generative Auto-bidding with Post-training Search
    WWW 2025 ·
    Yewen Li
    ,
    Shuai Mao
    ,
    Jingtong Gao
    ,
    Nan Jiang
    ,
    Yunjian Xu
    ,
    Qingpeng Cai
    ,
    Fei Pan
    ,
    Peng Jiang
    , Bo An
  24. Generative Auto-Bidding with Value-Guided Explorations
    SIGIR 2025 ·
    Jingtong Gao
    ,
    Yewen Li
    ,
    Shuai Mao
    ,
    Peng Jiang
    ,
    Nan Jiang
    ,
    Yejing Wang
    ,
    Qingpeng Cai
    ,
    Fei Pan
    ,
    Peng Jiang
    ,
    Kun Gai
    , Bo An,
    Xiangyu Zhao
  25. Group-in-Group Policy Optimization for LLM Agent Training
    NeurIPS 2025 ·
    Lang Feng
    ,
    Zhenghai Xue
    ,
    Tingcong Liu
    , Bo An
  26. Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
    NeurIPS 2025 ·
    Yiwen Zhu
    ,
    Jinyi Liu
    ,
    Pengjie Gu
    ,
    Yifu Yuan
    ,
    Zhenxing Ge
    ,
    Wenya Wei
    ,
    Zhou Fang
    ,
    Yujing Hu
    , Bo An
  27. Incentivizing LLMs to Self-Verify Their Answers
    NeurIPS 2025 ·
    Fuxiang Zhang
    ,
    Jiacheng Xu
    ,
    Chaojie Wang
    ,
    Ce Cui
    ,
    Yang Liu
    , Bo An
  28. Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack
    AAAI 2025 ·
    Qi Wei
    ,
    Shuo He
    ,
    Jiahan Zhang
    ,
    Lei Feng
    , Bo An
  29. Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
    NeurIPS 2025 ·
    Zhiyi Lyu
    ,
    Jianguo Huang
    ,
    Yanchen Deng
    ,
    Steven Hoi
    , Bo An
  30. MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
    NeurIPS 2025 ·
    Qirui Mi
    ,
    Mengyue Yang
    ,
    Xiangning Yu
    ,
    Zhiyu Zhao
    ,
    Cheng Deng
    , Bo An,
    Haifeng Zhang
    ,
    Xu Chen
    ,
    Jun Wang
  31. OPHR: Mastering Volatility Trading with Multi-Agent Deep Reinforcement Learning
    NeurIPS 2025 ·
    Zeting Chen
    ,
    Xinyu Cai
    ,
    Molei Qin
    , Bo An
  32. OpticalNet: An Optical Imaging Dataset and Benchmark Beyond the Diffraction Limit
    CVPR 2025 ·
    Benquan Wang
    ,
    Ruyi An
    ,
    Jin-Kyu So
    ,
    Sergei Kurdiumov
    ,
    Eng Aik Chan
    ,
    Giorgio Adamo
    ,
    Yuhan Peng
    ,
    Yewen Li
    , Bo An
  33. Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy
    ICLR 2025 ·
    Zhenghai Xue
    , Bo An,
    Shuicheng Yan
  34. Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
    ICML 2025 ·
    Zhenghai Xue
    ,
    Lang Feng
    ,
    Jiacheng Xu
    ,
    Kang Kang
    ,
    Xiang Wen
    , Bo An,
    Shuicheng Yan
  35. Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
    ICLR 2025 ·
    Yi-Chen Li
    ,
    Fuxiang Zhang
    ,
    Wenjie Qiu
    ,
    Lei Yuan
    ,
    Chengxing Jia
    ,
    Zongzhang Zhang
    ,
    Yang Yu
    , Bo An
  36. Removing Prompt-template Bias in Reinforcement Learning from Human Feedback
    ACL 2025 ·
    Chaojie Wang
    ,
    Haonan Shi
    ,
    Long Tian
    , Bo An,
    Shuicheng Yan
  37. Representation Surgery in Model Merging with Probabilistic Modeling
    ICML 2025 ·
    Qi Wei
    ,
    Shuo He
    ,
    Enneng Yang
    ,
    Tingcong Liu
    ,
    Haobo Wang
    ,
    Lei Feng
    , Bo An
  38. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    ICML 2025 ·
    Lang Feng
    ,
    Weihao Tan
    ,
    Zhiyi Lyu
    ,
    Longtao Zheng
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Fei Huang
    , Bo An
  39. A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
    SIGKDD 2024 ·
    Wentao Zhang
    ,
    Lingxuan Zhao
    ,
    Haochong Xia
    ,
    Shuo Sun
    ,
    Jiaze Sun
    ,
    Molei Qin
    ,
    Xinyi Li
    ,
    Yuqing Zhao
    ,
    Yilei Zhao
    ,
    Xinyu Cai
    ,
    Longtao Zheng
    ,
    Xinrun Wang
    , Bo An
  40. Configurable Mirror Descent: Towards a Unification of Decision Making
    ICML 2024 ·
    Pengdeng Li
    ,
    Shuxin Li
    ,
    Chang Yang
    ,
    Xinrun Wang
    ,
    Shuyue Hu
    ,
    Xiao Huang
    ,
    Hau Chan
    , Bo An
  41. Consistent Hierarchical Classification with A Generalized Metric
    AISTATS 2024 ·
    Yuzhou Cao
    ,
    Lei Feng
    , Bo An
  42. Consistent Multi-Class Classification from Multiple Unlabeled Datasets
    ICLR 2024 ·
    Zixi Wei
    ,
    Senlin Shu
    ,
    Yuzhou Cao
    ,
    Hongxin Wei
    , Bo An,
    Lei Feng
  43. DAG-Based Column Generation for Adversarial Team Games
    ICML 2024 ·
    Youzhi Zhang
    , Bo An,
    Daniel Dajun Zeng
  44. EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading
    AAAI 2024 ·
    Molei Qin
    ,
    Shuo Sun
    ,
    Wentao Zhang
    ,
    Haochong Xia
    ,
    Xinrun Wang
    , Bo An
  45. Grasper: A Generalist Pursuer for Pursuit-Evasion Problems
    AAMAS 2024 ·
    Pengdeng Li
    ,
    Shuxin Li
    ,
    Xinrun Wang
    ,
    Jakub Cerný
    ,
    Youzhi Zhang
    ,
    Stephen McAleer
    ,
    Hau Chan
    , Bo An
  46. IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making
    IJCAI 2024 ·
    Hui Niu
    ,
    Siyuan Li
    ,
    Jiahao Zheng
    ,
    Zhouchi Lin
    , Bo An,
    Jian Li
    ,
    Jian Guo
  47. Improving Unsupervised Hierarchical Representation With Reinforcement Learning
    CVPR 2024 ·
    Ruyi An
    ,
    Yewen Li
    ,
    Xu He
    ,
    Pengjie Gu
    ,
    Mengchen Zhao
    ,
    Dong Li
    ,
    Jianye Hao
    ,
    Chaojie Wang
    , Bo An,
    Mingyuan Zhou
  48. Latent Logic Tree Extraction for Event Sequence Explanation from LLMs
    ICML 2024 ·
    Zitao Song
    ,
    Chao Yang
    ,
    Chaojie Wang
    , Bo An,
    Shuang Li
  49. MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
    NeurIPS 2024 ·
    Renchunzi Xie
    ,
    Ambroise Odonnat
    ,
    Vasilii Feofanov
    ,
    Weijian Deng
    ,
    Jianfeng Zhang
    , Bo An
  50. MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading
    SIGKDD 2024 ·
    Chuqiao Zong
    ,
    Chaojie Wang
    ,
    Molei Qin
    ,
    Lei Feng
    ,
    Xinrun Wang
    , Bo An
  51. Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context
    AAAI 2024 ·
    Haochong Xia
    ,
    Shuo Sun
    ,
    Xinrun Wang
    , Bo An
  52. Mitigating Underfitting in Learning to Defer with Consistent Losses
    AISTATS 2024 ·
    Shuqi Liu
    ,
    Yuzhou Cao
    ,
    Qiaozhen Zhang
    ,
    Lei Feng
    , Bo An
  53. On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks
    ICLR 2024 ·
    Shengjie Zhou
    ,
    Lue Tao
    ,
    Yuzhou Cao
    ,
    Tao Xiang
    , Bo An,
    Lei Feng
  54. PoRank: A Practical Framework for Learning to Rank Policies
    IJCAI 2024 ·
    Pengjie Gu
    ,
    Mengchen Zhao
    ,
    Xu He
    ,
    Yi Cai
    , Bo An
  55. Reinforcement Learning from Diverse Human Preferences
    IJCAI 2024 ·
    Wanqi Xue
    , Bo An,
    Shuicheng Yan
    ,
    Zhongwen Xu
  56. Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools
    WWW 2024 ·
    Wentao Zhang
    ,
    Yilei Zhao
    ,
    Shuo Sun
    ,
    Jie Ying
    ,
    Yonggang Xie
    ,
    Zitao Song
    ,
    Xinrun Wang
    , Bo An
  57. Reinforcement Nash Equilibrium Solver
    AAMAS 2024 ·
    Xinrun Wang
    ,
    Chang Yang
    ,
    Shuxin Li
    ,
    Pengdeng Li
    ,
    Xiao Huang
    ,
    Hau Chan
    , Bo An
  58. Reinforcement Nash Equilibrium Solver
    IJCAI 2024 ·
    Xinrun Wang
    ,
    Chang Yang
    ,
    Shuxin Li
    ,
    Pengdeng Li
    ,
    Xiao Huang
    ,
    Hau Chan
    , Bo An
  59. Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree
    ICML 2024 ·
    Lang Feng
    ,
    Pengjie Gu
    , Bo An,
    Gang Pan
  60. S2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
    ICLR 2024 ·
    Safa Messaoud
    ,
    Billel Mokeddem
    ,
    Zhenghai Xue
    ,
    Linsey Pang
    , Bo An,
    Haipeng Chen
    ,
    Sanjay Chawla
  61. Safe and Robust Subgame Exploitation in Imperfect Information Games
    ICML 2024 ·
    Zhenxing Ge
    ,
    Zheng Xu
    ,
    Tianyu Ding
    ,
    Linjian Meng
    , Bo An,
    Wenbin Li
    ,
    Yang Gao
  62. Self-adaptive PSRO: Towards an Automatic Population-based Game Solver
    IJCAI 2024 ·
    Pengdeng Li
    ,
    Shuxin Li
    ,
    Chang Yang
    ,
    Xinrun Wang
    ,
    Xiao Huang
    ,
    Hau Chan
    , Bo An
  63. Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
    ICLR 2024 ·
    Shanqi Liu
    ,
    Dong Xing
    ,
    Pengjie Gu
    ,
    Xinrun Wang
    , Bo An,
    Yong Liu
  64. Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
    ICLR 2024 ·
    Longtao Zheng
    ,
    Rundong Wang
    ,
    Xinrun Wang
    , Bo An
  65. Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games
    AAAI 2024 ·
    Pengdeng Li
    ,
    Runsheng Yu
    ,
    Xinrun Wang
    , Bo An
  66. True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning
    ICLR 2024 ·
    Weihao Tan
    ,
    Wentao Zhang
    ,
    Shanqi Liu
    ,
    Longtao Zheng
    ,
    Xinrun Wang
    , Bo An
  67. vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement
    IJCAI 2024 ·
    Yiwen Zhu
    ,
    Jinyi Liu
    ,
    Wenya Wei
    ,
    Qianyi Fu
    ,
    Yujing Hu
    ,
    Zhou Fang
    , Bo An,
    Jianye Hao
    ,
    Tangjie Lv
    ,
    Changjie Fan
  68. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms
    AAMAS 2024 ·
    Yiwen Zhu
    ,
    Jinyi Liu
    ,
    Wenya Wei
    ,
    Qianyi Fu
    ,
    Yujing Hu
    ,
    Zhou Fang
    , Bo An,
    Jianye Hao
    ,
    Tangjie Lv
    ,
    Changjie Fan