| 2026 | ACL | Attribution-Based Analysis and Optimization of Modular Agentic Workflows. | Yingxuan Yang, Bo Huang, Siyuan Qi, Chao Feng, Haoyi Hu, Yuxuan Zhu, Jinbo Hu, Haoran Zhao, Ziyi He, Xiao Liu, Zongyu Wang, Muning Wen, Lin Qiu, Xuezhi Cao, Xunliang Cai, Yong Yu, Weinan Zhang |
| 2026 | ACL | SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation. | Xichen Zhang, Ziyi He, Yinghao Zhu, Sitong Wu, Shaozuo Yu, Meng Chu, Wenhu Zhang, Haoru Tan, Jiaya Jia |
| 2025 | ACL | Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training. | Shusheng Li, Jiale Li, Yifei Qu, Xinwei Shi, Yanliang Guo, Ziyi He, Yubo Wang, Wenjun Tan |
| 2025 | ICIP | Efficient Atlas Generation for Medical Imaging Via Groupwise Latent Diffusion Models. | Ziyi He, Albert C. S. Chung |
| 2023 | MICCAI | Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. | Ziyi He, Tony C. W. Mok, Albert C. S. Chung |
| 2021 | MICCAI | Learning-Based Template Synthesis for Groupwise Image Registration. | Ziyi He, Albert C. S. Chung |
| 2020 | ICIP | Unsupervised End-To-End Groupwise Registration Framework Without Generating Templates. | Ziyi He, Albert C. S. Chung |