cv
About · Publications · CV · 中文
Curriculum vitae of Zhimin Zhang.
Contact Information
| Name | Zhimin Zhang |
| Professional Title | Ph.D. Student in Computer Application Technology |
| zm_zhang@stu.pku.edu.cn |
Professional Summary
Ph.D. student at Wangxuan Institute of Computer Technology, Peking University. Research interests include 3D/4D generation, video generation, motion generation, world models, and embodied AI.
Experience
-
2025 - present Beijing, China
Video Model Algorithm Intern
Kuaishou Kling AI
- General object (non-human) video motion transfer with explicit and implicit motion representations.
- Camera motion cloning for video generation; contributed to experiments and evaluation for OmniDirector.
-
2025 - 2025 Beijing, China
Research on Multimodal Disentangled Cross-species Motion Generation
Peking University
- First-author work submitted to IEEE TMM.
- Proposed a dual-stream framework to disentangle transferable motion semantics and species-specific habits.
-
2024 - 2025 Beijing, China
Research on Habit-preserved Cross-category Animal Motion Transfer
Peking University
- First-author paper accepted to ACM MM 2025.
- Built a multi-category animal motion dataset and a VQ-VAE based habit-aware motion transfer framework.
-
2022 - 2023 Beijing, China
Research on Invariant Features for Point Cloud OOD Generalization
Peking University
- First-author paper published at ICASSP 2024.
- Designed a two-branch network with learnable anchor points for robust 3D domain generalization.
Education
-
2022 - present Beijing, China
Ph.D.
Peking University
Computer Application Technology
- Wangxuan Institute of Computer Technology
- Direct Ph.D. admission
-
2018 - 2022 Wuhan, China
B.Eng.
Wuhan University
Software Engineering
- School of Computer Science
- Ranked top 1% for two academic years
Awards
-
2021 National Scholarship
Ministry of Education of China
Awarded twice (2/208)
-
2019 First-class Scholarship, Wuhan University
Wuhan University
Top 5%, awarded three times
-
2019 Outstanding Student, Wuhan University
Wuhan University
Top 10%, awarded three times
-
2022 Outstanding Graduate, Wuhan University
Wuhan University
Top 10%
-
2023 Outstanding Research Award, Peking University
Peking University
Publications
-
2025 Behave Your Motion: Habit-preserved Cross-category Animal Motion Transfer
ACM MM 2025
Defines habit preservation in cross-category animal motion transfer and enables zero-shot transfer with LLM-provided habit priors.
-
2024 RangeLDM: Fast Realistic LiDAR Point Cloud Generation
ECCV 2024
Fast and realistic LiDAR point cloud generation.
-
2024 InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution Generalization
ICASSP 2024
Learns invariant local-to-global features for robust 3D point cloud domain generalization.
-
HierGF: Hierarchical Gaussian Fields via Geometry–perception Message Passing for Sparse-view 3D Reconstruction
IEEE TMM (under review)
Hierarchical Gaussian fields for sparse-view 3D reconstruction.
-
2026 OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data
arXiv
General multi-shot camera cloning for video generation without cross-paired training data.