Longtao Zheng

According to our database, Longtao Zheng authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems.

Lang Feng, Longtao Zheng, Shuo He, Fuxiang Zhang, Bo An

CoRR, February, 2026

The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL.

Yingru Li, Jiawei Xu, Ziniu Li, Jiacai Liu, Wei Liu, Yuxuan Tong, Longtao Zheng, Zhenghai Xue, Yaxiang Zhang, Tianle Cai, Ge Zhang, Qian Liu, Baoxiang Wang

CoRR, February, 2026

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations.

Wei Liu, Jiawei Xu, Yingru Li, Longtao Zheng, Tianjian Li, Qian Liu, Junxian He

CoRR, February, 2026

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

Trans. Mach. Learn. Res., 2026

2025

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning.

Zhenghai Xue, Longtao Zheng, Qian Liu, Yingru Li, Xiaosen Zheng, Zejun Ma, Bo An

CoRR, September, 2025

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, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Forty-second International Conference on Machine Learning, 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

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

Multi-agent Multi-game Entity Transformer: Towards Generalist Models in MARL.

Rundong Wang, Weixuan Wang, Xianhan Zeng, Liang Wang, Zhengjie Liang, Yiming Gao, Feiyu Liu, Siqin Li, Xianliang Wang, Qiang Fu, Wei Yang, Lanxiao Huang, Longtao Zheng, Zinovi Rabinovich, Bo An

Proceedings of the 2024 6th International Conference on Distributed Artificial Intelligences, 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