About Me

My name is Rujie Wu, or 伍汝杰 in Chinese. You can contact me at rujie.wu.ac@gmail.com. I am currently pursuing 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 Vision Language Models and Embodied Agents.

🔥 News

  • 2025.01: 🎉🎉🎉 Our paper “LongViTU: Instruction Tuning for Long-Form Video Understanding” has been released on arXiv.

📝 Publications

arXiv
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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 | | |

arXiv
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Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding

Yue Fan, Xiaojian Ma, Rongpeng Su, Jun Guo, Rujie Wu, Xi Chen, Qing Li

School of Computer Science, Peking University

arXiv | | |

NeurIPS 2024
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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 | | |

ECCV 2024
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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 | | |

ICLR 2024
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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 | | |

ECCV 2022
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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

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2022.09 - now, PhD Candidate

School of Computer Science

Peking University, Beijing

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2018.09 - 2022.06, Master

School of Computer Science

Peking University, Beijing

💻 Internships

Date Institution Group Role
2022.08 - now Beijing Institute for General Artificial Intelligence (BIGAI) Machine Learning Research Assistant