Longtao Zheng

25 papers A* 7Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations.
CoRR
Wei Liu, Jiawei Xu, Yingru Li, Longtao Zheng, Tianjian Li, Qian Liu, Junxian He
2026 J jnl
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems.
CoRR
Lang Feng, Longtao Zheng, Shuo He, Fuxiang Zhang, Bo An
2026 J jnl
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation.
Trans. Mach. Learn. Res.
Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan
2026 J jnl
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL.
CoRR
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
2025 A* conf
AgentStudio: A Toolkit for Building General Virtual Agents.
ICLR
Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
2025 A* conf
Cradle: Empowering Foundation Agents towards General Computer Control.
ICML
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
2025 J jnl
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning.
CoRR
Zhenghai Xue, Longtao Zheng, Qian Liu, Yingru Li, Xiaosen Zheng, Zejun Ma, Bo An
2025 A* conf
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning.
ICML
Lang Feng, Weihao Tan, Zhiyi Lyu, Longtao Zheng, Haiyang Xu, Ming Yan, Fei Huang, Bo An
2025 J jnl
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning.
CoRR
Lang Feng, Weihao Tan, Zhiyi Lyu, Longtao Zheng, Haiyang Xu, Ming Yan, Fei Huang, Bo An
2024 A* conf
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.
KDD
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
2024 J jnl
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.
CoRR
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
2024 J jnl
AgentStudio: A Toolkit for Building General Virtual Agents.
CoRR
Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
2024 J jnl
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation.
CoRR
Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan
2024 — conf
Multi-agent Multi-game Entity Transformer: Towards Generalist Models in MARL.
DAI
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
2024 A* conf
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control.
ICLR
Longtao Zheng, Rundong Wang, Xinrun Wang, Bo An
2024 J jnl
TWOSOME: An Efficient Online Framework to Align LLMs with Embodied Environments via Reinforcement Learning.
Int. J. Artif. Intell. Robotics Res.
Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An
2024 J jnl
Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study.
CoRR
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
2024 J jnl
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning.
CoRR
Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An
2024 A* conf
True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning.
ICLR
Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An
2023 A* conf
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification.
ICML
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
2023 J jnl
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification.
CoRR
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
2023 J jnl
Synapse: Leveraging Few-Shot Exemplars for Human-Level Computer Control.
CoRR
Longtao Zheng, Rundong Wang, Bo An
2023 J jnl
Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning.
CoRR
Rundong Wang, Longtao Zheng, Wei Qiu, Bowei He, Bo An, Zinovi Rabinovich, Yujing Hu, Yingfeng Chen, Tangjie Lv, Changjie Fan
2022 J jnl
Contextual Data Cleaning with Ontology Functional Dependencies.
ACM J. Data Inf. Qual.
Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta, Sridevi Baskaran
2021 J jnl
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies.
CoRR
Zheng Zheng, Longtao Zheng, Morteza Alipour Langouri, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta