Jinpeng Yu

Senior Researcher, Creation Agent Algorithm Lead at Qwen App, Alibaba Group
Work Email: yujinpeng.yjp (at) alibaba-inc.com
Research Interests
  • Controllable Image Generation
  • Multimodal Understanding and Generation
  • Multimodal AI Agent
  • 3D Understanding and Reconstruction

I am eager to discuss and collaborate with people from diverse backgrounds.
Let's explore new opportunities and do something fancy together!

Biography

Jinpeng Yu (于劲鹏) is currently the Creation Agent Algorithm Lead at Qwen App, Alibaba Group, where he works on multimodal AI agents and generative AI for content creation. He previously worked on the AIGC team at Xiaohongshu, focusing on controllable and conditional image generation as well as multimodal understanding and generation. He received his Bachelor's degree with honors from the Harbin Institute of Technology (HIT) in June 2021, and obtained his Master's degree in SIST from ShanghaiTech University in 2024, under the supervision of Prof. Shenghua Gao (高盛华, HKU).

Selected Publications (Full List)

* indicates equal contribution.

[motion]
Jinpeng Yu, Jing Li, Ruoyu Wang and Shenghua Gao.
IJCV, 2024
[PDF]

Pseudo-plane regularization for high-fidelity SDF-based reconstruction of texture-less indoor scenes.

[motion]
Jinpeng Yu, Binbin Huang, Yuxuan Zhang, Huaxia Li, Xu Tang, and Shenghua Gao.
ACM MM, 2024
[arXiv] [Poster] [Code] GitHub stars

A tri-plane integrated transformer for accurate and detailed point cloud completion.

[motion]
Yuxuan Zhang, Jiaming Liu, Yiren Song, Rui Wang, Jinpeng Yu*, Hao Tang, Huaxia Li, Xu Tang, Yao Hu, Han Pan and Zhongliang Jing.
CVPR, 2024
[Project Page] [Code] GitHub stars

Encodes selective subject representation from reference images for subject-driven image generation.

[motion]
Yuxuan Zhang, Yiren Song, Jinpeng Yu*, Han Pan and Zhongliang Jing.
ICASSP, 2024 (Oral)
[arXiv]

Fast personalized text-to-image generation via attention injection.

[motion]
Jing Li, Jinpeng Yu*, Ruoyu Wang, Zhengxin Li, Zhengyu Zhang, Lina Cao, and Shenghua Gao.
arXiv, 2023
[arXiv]

Signed distance field with planar priors for neural indoor scene reconstruction.

Activities
Services
  • Journal Reviewer of: IJCV
  • Conference Reviewer of: CVPR, ICCV, ECCV, ACM MM, NeurIPS, ICLR
  • Selected Honors
  • Academic Excellence Scholarship, ShanghaiTech (2022, 2023, 2024)
  • Outstanding Graduate, HIT (2021)
  • National Scholarship, Ministry of Education, People's Republic of China (2020)
  • Outstanding Student, HIT (2019, 2020)
  • Merit Student, HIT (2019, 2020)
  • Passions (Discovering, Recording, and Creating Beauty)
  • Traveling Around, Photography (Nikon Z6 and my powerful iPhone), Hiking (Mount Siguniang, 4,668m), Taekwondo (8th Kup)
  • Language Enthusiast, Sports Enthusiast (Skiing, Swimming, Badminton, Table Tennis)