Longtao Zheng

According to our database, Longtao Zheng authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning.

Lang Feng, Weihao Tan, Zhiyi Lyu, Longtao Zheng, Haiyang Xu, Ming Yan, Fei Huang, Bo An

CoRR, May, 2025

AgentStudio: A Toolkit for Building General Virtual Agents.

Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

TWOSOME: An Efficient Online Framework to Align LLMs with Embodied Environments via Reinforcement Learning.

Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

Int. J. Artif. Intell. Robotics Res., June, 2024

MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation.

Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan

CoRR, 2024

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study.

Weihao Tan, Ziluo Ding, Wentao Zhang, Boyu Li, Bohan Zhou, Junpeng Yue, Haochong Xia, Jiechuan Jiang, Longtao Zheng, Xinrun Xu, Yifei Bi, Pengjie Gu, Xinrun Wang, Börje F. Karlsson, Bo An, Zongqing Lu

CoRR, 2024

True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning.

Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

CoRR, 2024

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control.

Longtao Zheng, Rundong Wang, Xinrun Wang, Bo An

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Synapse: Leveraging Few-Shot Exemplars for Human-Level Computer Control.

Longtao Zheng, Rundong Wang, Bo An

CoRR, 2023

Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning.

Rundong Wang, Longtao Zheng, Wei Qiu, Bowei He, Bo An, Zinovi Rabinovich, Yujing Hu, Yingfeng Chen, Tangjie Lv, Changjie Fan

CoRR, 2023

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

Proceedings of the International Conference on Machine Learning, 2023

2022

Contextual Data Cleaning with Ontology Functional Dependencies.

Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta, Sridevi Baskaran

ACM J. Data Inf. Qual., 2022

2021

Discovery and Contextual Data Cleaning with Ontology Functional Dependencies.

Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta

CoRR, 2021