Discovery and Contextual Data Cleaning with Ontology Functional Dependencies. - Zheng Zheng 005; Longtao Zheng; Morteza Alipour Langouri; Fei Chiang; Lukasz Golab; Jaroslaw Szlichta (CoRR, 2021)

Contextual Data Cleaning with Ontology Functional Dependencies. - Zheng Zheng 005; Longtao Zheng; Morteza Alipour Langouri; Fei Chiang; Lukasz Golab; Jaroslaw Szlichta; Sridevi Baskaran (ACM J. Data Inf. Qual., 2022)

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 001; Gang Pan 001 (ICML, 2023)

Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning. - Rundong Wang; Longtao Zheng; Wei Qiu 001; Bowei He; Bo An 001; Zinovi Rabinovich; Yujing Hu; Yingfeng Chen; Tangjie Lv; Changjie Fan (CoRR, 2023)

Synapse: Leveraging Few-Shot Exemplars for Human-Level Computer Control. - Longtao Zheng; Rundong Wang; Bo An 001 (CoRR, 2023)

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)

Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control. - Longtao Zheng; Rundong Wang; 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)

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)

MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation. - Longtao Zheng; Yifan Zhang 004; Hanzhong Guo; Jiachun Pan; Zhenxiong Tan; Jiahao Lu; Chuanxin Tang; Bo An 001; Shuicheng Yan (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)

AgentStudio: A Toolkit for Building General Virtual Agents. - Longtao Zheng; Zhiyuan Huang; Zhenghai Xue; Xinrun Wang; Bo An 001; Shuicheng Yan (ICLR, 2025)

Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning. - Lang Feng 002; Weihao Tan; Zhiyi Lyu; Longtao Zheng; Haiyang Xu 001; Ming Yan 008; Fei Huang 002; Bo An 001 (CoRR, 2025)