| 2026 | AAAI | GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization. | Yanchen Deng, Xinrun Wang, Bo An |
| 2026 | AAAI | The Avengers: A Routing Recipe for Collective Intelligence in Language Models. | Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu |
| 2026 | ACL | FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models. | Junzhe Jiang, Chang Yang, Aixin Cui, Sihan Jin, Yujing Zhang, Yilin Xiao, Ruiyu Wang, Bo Li, Xiao Huang, Danny Dongning Sun, Xinrun Wang |
| 2026 | ACL | SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning. | Caijun Xu, Changyi Xiao, Zhongyuan Peng, Xinrun Wang, Yixin Cao |
| 2026 | KDD | FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading. | Molei Qin, Xinyu Cai, Yewen Li, Haochong Xia, Chuqiao Zong, Shuo Sun, Xinrun Wang, Bo An |
| 2026 | KDD | FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment. | Wentao Zhang, Yilei Zhao, Chuqiao Zong, Xinrun Wang, Bo An |
| 2025 | ACL | FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. | Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su |
| 2025 | EMNLP | Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning. | Chang Yang, Xinrun Wang, Qinggang Zhang, Qi Jiang, Xiao Huang |
| 2025 | ICLR | AgentStudio: A Toolkit for Building General Virtual Agents. | Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan |
| 2025 | ICML | Cradle: Empowering Foundation Agents towards General Computer Control. | 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, Brje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu |
| 2024 | AAAI | Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games. | Pengdeng Li, Runsheng Yu, Xinrun Wang, Bo An |
| 2024 | AAAI | EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading. | Molei Qin, Shuo Sun, Wentao Zhang, Haochong Xia, Xinrun Wang, Bo An |
| 2024 | AAAI | Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context. | Haochong Xia, Shuo Sun, Xinrun Wang, Bo An |
| 2024 | ICLR | Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution. | Shanqi Liu, Dong Xing, Pengjie Gu, Xinrun Wang, Bo An, Yong Liu |
| 2024 | ICLR | True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning. | Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An |
| 2024 | ICLR | Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control. | Longtao Zheng, Rundong Wang, Xinrun Wang, Bo An |
| 2024 | ICML | Configurable Mirror Descent: Towards a Unification of Decision Making. | Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Shuyue Hu, Xiao Huang, Hau Chan, Bo An |
| 2024 | IJCAI | Self-adaptive PSRO: Towards an Automatic Population-based Game Solver. | Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Xiao Huang, Hau Chan, Bo An |
| 2024 | IJCAI | Reinforcement Nash Equilibrium Solver. | Xinrun Wang, Chang Yang, Shuxin Li, Pengdeng Li, Xiao Huang, Hau Chan, Bo An |
| 2024 | KDD | A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist. | 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 |
| 2024 | KDD | MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading. | Chuqiao Zong, Chaojie Wang, Molei Qin, Lei Feng, Xinrun Wang, Bo An |
| 2024 | WWW | Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools. | Wentao Zhang, Yilei Zhao, Shuo Sun, Jie Ying, Yonggang Xie, Zitao Song, Xinrun Wang, Bo An |
| 2023 | AAAI | Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies. | Shuxin Li, Xinrun Wang, Youzhi Zhang, Wanqi Xue, Jakub Cern, Bo An |
| 2023 | ICLR | Population-size-Aware Policy Optimization for Mean-Field Games. | Pengdeng Li, Xinrun Wang, Shuxin Li, Hau Chan, Bo An |
| 2023 | ICLR | Enhancing Meta Learning via Multi-Objective Soft Improvement Functions. | Runsheng Yu, Weiyu Chen, Xinrun Wang, James T. Kwok |
| 2023 | ICML | Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification. | Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan |
| 2023 | KDD | Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts. | Shuo Sun, Xinrun Wang, Wanqi Xue, Xiaoxuan Lou, Bo An |
| 2022 | CVPR | DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. | Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li |
| 2021 | IJCAI | Neural Regret-Matching for Distributed Constraint Optimization Problems. | Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An |
| 2021 | IJCAI | CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space. | Shuxin Li, Youzhi Zhang, Xinrun Wang, Wanqi Xue, Bo An |
| 2021 | IJCAI | Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-Play. | Wanqi Xue, Youzhi Zhang, Shuxin Li, Xinrun Wang, Bo An, Chai Kiat Yeo |
| 2020 | ICLR | Learning Expensive Coordination: An Event-Based Deep RL Approach. | Zhenyu Shi, Runsheng Yu, Xinrun Wang, Rundong Wang, Youzhi Zhang, Hanjiang Lai, Bo An |
| 2020 | RecSys | Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. | Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang |
| 2019 | IJCAI | Who Should Pay the Cost: A Game-theoretic Model for Government Subsidized Investments to Improve National Cybersecurity. | Xinrun Wang, Bo An, Hau Chan |
| 2018 | AAAI | Catching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters. | Xinrun Wang, Bo An, Martin Strobel, Fookwai Kong |