About Me
My name is Rujie Wu, or 伍汝杰 in Chinese. You can contact me at rujie.wu.ac@gmail.com. I earned my Ph.D. at the School of Computer Science, Peking University, under the supervision of Professor Yizhou Wang. Prior to this, I earned my Master’s degree from Peking University in 2022. My primary research interests involve World Action Models and Embodied Physical AI.
🔥 News
- 2026.07: 🎉🎉🎉 Our paper “Less Data, Faster Convergence: Goal-Driven Data Optimization for Multimodal Instruction Tuning” has been accepted to ECCV 2026!
📝 Publications
Less Data, Faster Convergence: Goal-Driven Data Optimization for Multimodal Instruction Tuning
Rujie Wu, Haozhe Zhao, Hai Ci, Yizhou Wang
School of Computer Science, Peking University
ECCV 2026 |
LongViTU: Instruction Tuning for Long-Form Video Understanding
Rujie Wu, Xiaojian Ma, Hai Ci, Yue Fan, Yuxuan Wang, Haozhe Zhao, Qing Li, Yizhou Wang
School of Computer Science, Peking University
arXiv |
Yue Fan, Xiaojian Ma, Rongpeng Su, Jun Guo, Rujie Wu, Xi Chen, Qing Li
School of Computer Science, Peking University
ICCV 2025 |
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Haozhe Zhao, Xiaojian Ma, Liang Chen, Shuzheng Si, Rujie Wu, Kaikai An, Peiyu Yu, Minjia Zhang, Qing Li, Baobao Chang
School of Computer Science, Peking University
NeurIPS 2024 |
Videoagent: A memory-augmented multimodal agent for video understanding
Yue Fan, Xiaojian Ma, Rujie Wu, Yuntao Du, Jiaqi Li, Zhi Gao, Qing Li
School of Computer Science, Peking University
ECCV 2024 |
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
Rujie Wu, Xiaojian Ma, Zhenliang Zhang, Wei Wang, Qing Li, Song-Chun Zhu, Yizhou Wang
School of Computer Science, Peking University
ICLR 2024 |
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
Hang Ye, Wentao Zhu, Chunyu Wang, Rujie Wu, Yizhou Wang
School of Computer Science, Peking University
ECCV 2022 |
📖 Educations
2022.09 - 2026.06, PhD
School of Computer Science
Peking University, Beijing
2018.09 - 2022.06, Master
School of Computer Science
Peking University, Beijing