About
I’m currently an undergraduate student at Hangzhou Dianzi University and ITMO University, having enrolled in Fall 2023, and I’m pursuing a Bachelor’s degree in CS.
From May 2026, I work as a Research Intern (青云人才计划) at Hunyuan Group, Tencent.
I study agents.
Selected work
Tool-Using Agents
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
Cheng Yang, Jiaxuan Lu, Haiyuan Wan, Junchi Yu, Feiwei Qin
ICLR · 2026
From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning
Beining Wu†, Fuyou Mao†, Jiong Lin†, Cheng Yang†, Jiaxuan Lu, Yifu Guo, et al.
ACL · 2026
ToolACE-MCP: Generalizing History-Aware Routing from MCP Tools to the Agent Web
Zhiyuan Yao, Zishan Xu, Yifu Guo, Zhiguang Han, Cheng Yang, Shuo Zhang, et al.
ACL · 2026
Agentic Systems and Environments
AutoGUIWorld: Image Generators as Visual World Models for GUI Agent
Cheng Yang, Yifan Wu, Yutao Huang, Zhaohua Zhang, Beiduo Chen, Muxi Chen, et al.
Technical Report · 2026
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines
Yifan Wu, Yiran Peng, Yiyu Chen, Jianhao Ruan, Zijie Zhuang, Cheng Yang, et al.
ICML · 2026
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning
Jiayi Zhang, Yiran Peng, Fanqi Kong, Cheng Yang, Yifan Wu, Zhaoyang Yu, et al.
arXiv · 2025
Code and Repository Intelligence
iCoder-27B: Recursive AI-Led Development of Frontier Industrial Coding Model
Cheng Yang, Jiayang Lyu, Shangyuan Liu, Guibin Zhang, Jiong Lin, Xinlei Yu, et al.
Technical Report · 2026
RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion
Yu Huo, Kun Zeng, Siyu Zhang, Yuquan Lu, Cheng Yang, Yifu Guo, et al.
ACL Findings · 2026
From Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMs
Siyue Chen, Yifu Guo, Yuquan Lu, Zishan Xu, Jiaye Lin, Jianbo Lin, et al.
arXiv · 2026
Multimodal and Visual Reasoning
LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules
Cheng Yang, Hui Jin, Xinlei Yu, Zhipeng Wang, Yaoqun Liu, Fenglei Fan, et al.
AAAI · 2026
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks
Cheng Yang, Haiyuan Wan, Yiran Peng, Xin Cheng, Zhaoyang Yu, Jiayi Zhang, et al.
arXiv · 2025
Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling
Xinlei Yu, Chengming Xu, Zhangquan Chen, Yudong Zhang, Shilin Lu, Cheng Yang, et al.
CVPR Highlight · 2026
Foundations and Representation Learning
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
Xinlei Yu†, Zhangquan Chen†, Yongbo He†, Tianyu Fu†, Cheng Yang†, Chengming Xu†, et al.
arXiv · 2026