I am an incoming Ph.D. student in Computer Science at Peking University, supervised by Prof. Hao Tang. I also collaborate closely with Prof. Li Yi and Prof. Hao Zhao. I am currently a research intern at Kling Group, Kuaishou Technology, working on image generation foundation models. My current research interests include 3D computer vision, diffusion models, and embodied AI.
Previously, I received my M.S. degree from the Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), where I was supervised by Prof. Xing Hu. I received my B.S. degree in Computer Science from the University of Chinese Academy of Sciences (UCAS).
CV / Google Scholar / GitHub / Email
News.
- 2026.08: AdvFD is released on arXiv.
- 2026.06: One paper accepted to ECCV 2026.
- 2026.03: One paper accepted to CVPR 2026.
- 2025.03: One paper accepted to CVPR 2025.
- 2024.07: Two papers accepted to ECCV 2024, and one paper accepted as a MICCAI 2024 Spotlight.
Publications
AdvFD: Boosting Visual Generation via Adversarial Fréchet Distance Loss
Mingju Gao*, Jingkai Zhou*, Kun Gai, Changqian Yu, Hao Tang.
arXiv 2026.
PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generation
Kexu Cheng*, Zicheng Liu*, Mingju Gao*, Chunhe Song, Hao Tang.
ECCV 2026. (Equal contribution)
PAM: A Pose-Appearance-Motion Engine for Sim-to-Real HOI Video Generation
Mingju Gao*, Kaisen Yang*, Huan-ang Gao, Bohan Li, Ao Ding, Wenyi Li, Yangcheng Yu, Jinkun Liu, Shaocong Xu, Yike Niu, Haohan Chi, Hao Chen, Hao Tang, Yu Zhang, Li Yi, Hao Zhao
CVPR 2026.
PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model
Mingju Gao*, Yike Pan*, Huan-ang Gao*, Zongzheng Zhang, Wenyi Li, Hao Dong, Hao Tang, Li Yi, Hao Zhao.
CVPR 2025.
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis
Huan-ang Gao*, Mingju Gao*, Jiaju Li, Wenyi Li, Rong Zhi, Hao Tang, Hao Zhao.
ECCV 2024. (Equal contribution)
Training-free model merging for multi-target domain adaptation
Wenyi Li*, Huan-ang Gao*, Mingju Gao, Beiwen Tian, Rong Zhi, Hao Zhao.
ECCV 2024.
FairDiff: Fair Segmentation with Point-Image Diffusion
Wenyi Li*, Haoran Xu*, Guiyu Zhang*, Huan-ang Gao, Mingju Gao, Mengyu Wang, Hao Zhao.
MICCAI 2024 Spotlight.
Education
- 2026.08 - Now, Incoming Ph.D. student in Computer Science, Peking University.
- 2023.08 - 2026.06, M.S. in Computer Science, Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS).
- 2022.01 - 2022.06, Visiting Student in Computer Science, University of California, Berkeley.
- 2019.08 - 2023.06, B.S. in Computer Science, University of Chinese Academy of Sciences (UCAS).
Experience
- 2025.07 - Present, Research Intern, Kling Group, Kuaishou Technology. Image generation foundation model.
- 2023.03 - 2025.07, Research Intern, Tsinghua AIR. 2D AIGC and 3D reconstruction.
Professional Service
- Conference Reviewer: NIPS 2026, CVPR 2026, CVPR 2025, ICCV 2025.