张根培 Genpei Zhang

我是张根培，来自中国河南，本科毕业于电子科技大学电子信息工程专业，2026 年秋季起在威斯康星大学麦迪逊分校攻读计算机科学博士。此前在卡内基梅隆大学 Xu Lab 担任访问研究助理（导师 Min Xu 教授），研究用于冷冻电镜图像合成的扩散模型。目前的研究方向为世界模型、生成式 AI 与 AI for Science。

简历（CV） · Google Scholar · GitHub · English · 邮箱

论文

• MissPath-FM: Flow Matching with Structured Priors for Partially Observed Time Series. Genpei Zhang. NeurIPS 2026 · Poster.
• Simulating Cryo-EM: Cycle-Consistent Predictor-Corrector Diffusion with Biophysical Modeling. Runmin Jiang†, Genpei Zhang†, Yuntian Yang, Siqi Wu, Yuheng Zhang, Wanyue Feng, Yizhou Zhao, Xi Xiao, Xiao Wang, Tianyang Wang, Xingjian Li, Min Xu~. TMLR.
• T2M Mamba: Motion Periodicity-Saliency Coupling Approach for Stable Text-Driven Motion Generation. Xingzu Zhan†, Genpei Zhang†, et al.. ICME 2026.
• CryoDiff: Cryo-EM Synthesis via Biophysics and Cycle-Consistent Diffusion. Genpei Zhang, Yuntian Yang, Siqi Wu, Ningyan Zhang, Seonghui Min, Jie Wu, Christopher Braxton Owens, Minhao Wu, Wanyue Feng, Gus L. W. Hart, Runmin Jiang, Min Xu~. CVPR 2026 · SynData4CV.
• EgoPrivacy: What Your First-Person Camera Says About You?. Yijiang Li, Genpei Zhang, Jiacheng Cheng, Yi Li, Xiaojun Shan, Dashan Gao, Jiancheng Lyu, Yuan Li, Ning Bi, Nuno Vasconcelos~. ICML 2025 · Poster.
• PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph. Dazhou Yu, Genpei Zhang, Liang Zhao~. ICLR 2025 · Poster.
• MicroFM: Physics-guided Flow Matching for Isotropic Microscopy Reconstruction. Xingzu Zhan, Runmin Jiang, Vatsal Gupta, Tanush Swaminathan, Yanwen Wang, Genpei Zhang, Haili Wang, Min Xu, et al.. CVPR 2026 · Poster.
• Synthesis-driven Equivariant and Noise-Robust Representation Learning for Cryo-ET Subtomograms. Runmin Jiang, Wanyue Feng, Yuntian Yang, Shriya Pingulkar, Hong Wang, Xi Xiao, Xiaoyu Cao, Genpei Zhang, et al., Min Xu~. Preprint.