Publications
A collection of my research work.
LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules
Cheng Yang, Hui Jin, Xinlei Yu, Zhipeng Wang, Yaoqun Liu, Fenglei Fan, Dajiang Lei, Gangyong Jia, Changmiao Wang, Ruiquan Ge
AAAI Conference on Artificial Intelligence (AAAI), 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, Weinan Zhang, Xingshan Zeng, Weiwen Liu
arXiv preprint arXiv:2601.08276, 2026
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
Jiaxuan Lu, Ziyu Kong, Yemin Wang, Rong Fu, Haiyuan Wan, Cheng Yang, Wenjie Lou, Haoran Sun, Lilong Wang, Yankai Jiang, Xiaosong Wang, Xiao Sun, Dongzhan Zhou
arXiv preprint arXiv:2601.07641, 2026
RepoShapley: Shapley-Enhanced Context Filtering for Repository-Level Code Completion
Yu Huo, Siyu Zhang, Kun Zeng, Yuquan Lu, Cheng Yang, Yifu Guo, Xiaoying Tang
arXiv preprint arXiv:2601.03378, 2026
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning
Jiayi Zhang, Yiran Peng, Fanqi Kong, Cheng Yang, Yifan Wu, Zhaoyang Yu, Jinyu Xiang, Jianhao Ruan, Jinlin Wang, Maojia Song, HongZhang Liu, Xiangru Tang, Bang Liu, Chenglin Wu, Yuyu Luo
arXiv preprint arXiv:2511.19304, 2025
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, Junchi Yu, Xinlei Yu, Xiawu Zheng, Dongzhan Zhou, Chenglin Wu
arXiv preprint arXiv:2511.15065, 2025
ICH-HPINet: a hybrid propagation interaction network for intelligent and interactive 3D intracerebral hemorrhage segmentation
Huimin Tao, Hui Jin, Cheng Yang, Xuhao Shan, Haiteng Xiu, Yuan Tian, Yongchou Li, Ruiquan Ge, Yuantong Gao
Scientific Reports, 2025
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
arXiv preprint arXiv:2509.23768, 2025
RTGMFF: Enhanced fmri-based brain disorder diagnosis via roi-driven text generation and multimodal feature fusion
Junhao Jia, Yifei Sun, Yunyou Liu, Cheng Yang, Changmiao Wang, Feiwei Qin, Yong Peng, Wenwen Min
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025
Brain-HGCN: A Hyperbolic Graph Convolutional Network for Brain Functional Network Analysis
Junhao Jia, Yunyou Liu, Cheng Yang, Yifei Sun, Feiwei Qin, Changmiao Wang, Yong Peng
arXiv preprint arXiv:2509.14965, 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, Jiangning Zhang, Shuicheng Yan, Xiaobin Hu
arXiv preprint arXiv:2508.03404, 2025
PI-MMNet: a cross-modal neural network for predicting neurological deterioration in pontine infarction
Hui Jin, Xiaona Xu, Yichan Ye, Xuhao Shan, Cheng Yang, Min Li, Enyu Bao, Weili Chen, Xuerong Huang, Jikui Liu, others
Frontiers in Neuroscience, 2025
Small Lesions-aware Bidirectional Multimodal Multiscale Fusion Network for Lung Disease Classification
Jianxun Yu, Ruiquan Ge, Zhipeng Wang, Cheng Yang, Chenyu Lin, Xianjun Fu, Jikui Liu, Ahmed Elazab, Changmiao Wang
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025