MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation. - Wentao Zhang 007; Hao Cheng 014; Jun Gan (IJCNN, 2020)

Fast core pricing algorithms for path auction. - Hao Cheng 014; Wentao Zhang 007; Yi Zhang 073; Lei Zhang 086; Jun Wu 015; Chongjun Wang (Auton. Agents Multi Agent Syst., 2020)

TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning. - Shuo Sun; Molei Qin; Wentao Zhang 007; Haochong Xia; Chuqiao Zong; Jie Ying; Yonggang Xie; Lingxuan Zhao; Xinrun Wang; Bo An 001 (NeurIPS, 2023)

EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading. - Molei Qin; Shuo Sun; Wentao Zhang 007; Haochong Xia; Xinrun Wang; Bo An 001 (AAAI, 2024)

True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning. - Weihao Tan; Wentao Zhang 007; Shanqi Liu; Longtao Zheng; Xinrun Wang; Bo An 001 (ICLR, 2024)

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist. - Wentao Zhang 007; Lingxuan Zhao; Haochong Xia; Shuo Sun; Jiaze Sun; Molei Qin; Xinyi Li; Yuqing Zhao; Yilei Zhao 001; Xinyu Cai; Longtao Zheng; Xinrun Wang; et al. (KDD, 2024)

Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools. - Wentao Zhang 007; Yilei Zhao 001; Shuo Sun; Jie Ying; Yonggang Xie; Zitao Song; Xinrun Wang; Bo An 001 (WWW, 2024)

True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning. - Weihao Tan; Wentao Zhang 007; Shanqi Liu; Longtao Zheng; Xinrun Wang; Bo An 001 (CoRR, 2024)

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study. - Weihao Tan; Ziluo Ding; Wentao Zhang 007; Boyu Li 003; Bohan Zhou; Junpeng Yue; Haochong Xia; Jiechuan Jiang; Longtao Zheng; Xinrun Xu; Yifei Bi; Pengjie Gu; et al. (CoRR, 2024)

TWOSOME: An Efficient Online Framework to Align LLMs with Embodied Environments via Reinforcement Learning. - Weihao Tan; Wentao Zhang 007; Shanqi Liu; Longtao Zheng; Xinrun Wang; Bo An 001 (Int. J. Artif. Intell. Robotics Res., 2024)

AgentOrchestra: A Hierarchical Multi-Agent Framework for General-Purpose Task Solving. - Wentao Zhang 007; Ce Cui; Yilei Zhao 001; Rui Hu; Yang Liu 084; Yahui Zhou; Bo An 001 (CoRR, 2025)

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment. - Wentao Zhang 007; Yilei Zhao 001; Chuqiao Zong; Xinrun Wang; Bo An 001 (CoRR, 2025)