PPaperPicks

Xinrun Wang

24 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3369-219X ↗

Venues

AAAI ×5ICLR ×4SIGKDD ×4ACL ×3AAMAS ×2ICML ×2IJCAI ×2EMNLP ×1WWW ×1

Frequent coauthors

Bo An
×19
Chang Yang
×6
Xiao Huang
×6
Wentao Zhang
×6
Pengdeng Li
×6
Molei Qin
×5
Haochong Xia
×5
Shuo Sun
×5
Longtao Zheng
×5
Shuxin Li
×5
Hau Chan
×5
Chuqiao Zong
×4

Papers

  1. FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models
    ACL 2026 ·
    Junzhe Jiang
    ,
    Chang Yang
    ,
    Aixin Cui
    ,
    Sihan Jin
    ,
    Yujing Zhang
    ,
    Yilin Xiao
    ,
    Ruiyu Wang
    ,
    Bo Li
    ,
    Xiao Huang
    ,
    Danny Dongning Sun
    , Xinrun Wang
  2. 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
  3. 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
  4. GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization
    AAAI 2026 ·
    Yanchen Deng
    , Xinrun Wang,
    Bo An
  5. SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning
    ACL 2026 ·
    Caijun Xu
    ,
    Changyi Xiao
    ,
    Zhongyuan Peng
    , Xinrun Wang,
    Yixin Cao
  6. The Avengers: A Routing Recipe for Collective Intelligence in Language Models
    AAAI 2026 ·
    Yiqun Zhang
    ,
    Hao Li
    ,
    Chenxu Wang
    ,
    Linyao Chen
    ,
    Qiaosheng Zhang
    ,
    Peng Ye
    ,
    Shi Feng
    , Xinrun Wang,
    Xu Jia
    ,
    Lei Bai
    ,
    Shuyue Hu
  7. AgentStudio: A Toolkit for Building General Virtual Agents
    ICLR 2025 ·
    Longtao Zheng
    ,
    Zhiyuan Huang
    ,
    Zhenghai Xue
    , Xinrun Wang,
    Bo An
    ,
    Shuicheng Yan
  8. 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
  9. Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning
    EMNLP 2025 ·
    Chang Yang
    , Xinrun Wang,
    Qinggang Zhang
    ,
    Qi Jiang
    ,
    Xiao Huang
  10. FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
    ACL 2025 ·
    Qinggang Zhang
    ,
    Zhishang Xiang
    ,
    Yilin Xiao
    ,
    Le Wang
    ,
    Junhui Li
    , Xinrun Wang,
    Jinsong Su
  11. 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
  12. 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
  13. EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading
    AAAI 2024 ·
    Molei Qin
    ,
    Shuo Sun
    ,
    Wentao Zhang
    ,
    Haochong Xia
    , Xinrun Wang,
    Bo An
  14. 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
  15. 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
  16. Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context
    AAAI 2024 ·
    Haochong Xia
    ,
    Shuo Sun
    , Xinrun Wang,
    Bo An
  17. 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
  18. Reinforcement Nash Equilibrium Solver
    AAMAS 2024 · Xinrun Wang,
    Chang Yang
    ,
    Shuxin Li
    ,
    Pengdeng Li
    ,
    Xiao Huang
    ,
    Hau Chan
    ,
    Bo An
  19. Reinforcement Nash Equilibrium Solver
    IJCAI 2024 · Xinrun Wang,
    Chang Yang
    ,
    Shuxin Li
    ,
    Pengdeng Li
    ,
    Xiao Huang
    ,
    Hau Chan
    ,
    Bo An
  20. 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
  21. Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
    ICLR 2024 ·
    Shanqi Liu
    ,
    Dong Xing
    ,
    Pengjie Gu
    , Xinrun Wang,
    Bo An
    ,
    Yong Liu
  22. Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
    ICLR 2024 ·
    Longtao Zheng
    ,
    Rundong Wang
    , Xinrun Wang,
    Bo An
  23. Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games
    AAAI 2024 ·
    Pengdeng Li
    ,
    Runsheng Yu
    , Xinrun Wang,
    Bo An
  24. 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