🧑 Short Bio

Tianyu Luan is a final-year Ph.D. candidate of Computer Science & Engineering Department, State University of New York at Buffalo, Buffalo NY, United States, advised by Prof. Junsong Yuan. He received his B.S. degree in Applied Physics at University of Science and Technology of China, Hefei Anhui, China in 2013, and his M.Eng. degree in Electronical and Telecommunication Engineering at Tsinghua University, Beijing, China in 2017. His research interest lies in 3D shape detail measurement, reconstruction, and generation.

🔥 News

• I'm currently looking for a postdoc position in computer vision/generative AI related areas starting from 2025 summer!

• 2024.07:  🎉🎉 2 papers accepted by ECCV 2024, including 1 first author paper!
• 2024.05:  🎉🎉 1 paper accepted by ICML 2024!
• 2024.03:  🎉🎉 I will join Pixocial as a research intern this summer!
• 2024.02:  🎉🎉 3 papers accepted by CVPR 2024, including 1 first author paper!
• 2024.02:  🎉🎉 I will join UII America as research intern this spring for the 2nd time!
• 2023.07:  🎉🎉 1 paper accepted by ICCV 2023!
• 2023.05:  🎉🎉 I will join UII America as research intern this summer!
• 2023.02:  🎉🎉 1 first author paper accepted by CVPR 2023!
• 2022.05:  🎉🎉 I will join OPPO US Research Center as research intern this summer.

📝 Selected Publications

ECCV 2024

Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images

Tianyu Luan, Zhongpai Gao, Luyuan Xie, Abhishek Sharma, Hao Ding, Benjamin Planche, Meng Zheng, Ange Lou, Terrence Chen, Junsong Yuan, and Ziyan Wu. ECCV'2024

[PDF] [Bibtex] [Project]

ICML 2024

MH-pFLID: Model Heterogeneous Personalized Federated Learning via Injection and Distillation for Medical Data Analysis

Luyuan Xie, Manqing Lin, Tianyu Luan^✉, Cong Li, Yuejian Fang, Qingni Shen, and Zhonghai Wu. ICML'2024

[PDF] [Bibtex]

CVPR 2024

Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation

Tianyu Luan, Zhong Li, Lele Chen, Xuan Gong, Lichang Chen, Yi Xu, and Junsong Yuan. CVPR'2024

[PDF] [Bibtex] [Project] [Code]

CVPR 2023

High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition

Tianyu Luan, Yuanhao Zhai, Jingjing Meng, Zhong Li, Zhang Chen, Yi Xu, and Junsong Yuan. CVPR'2023

[PDF] [Code] [Bibtex]

AAAI 2021

PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos

Tianyu Luan*, Yali Wang*, Junhao Zhang*, Zhe Wang, Zhipeng Zhou, and Yu Qiao. AAAI'2021

[PDF] [Bibtex]

👨‍🏫 Teaching

• 21 Fall, Teaching Assistant, Computer Vision and Image Processing (CSE 573), University at Buffalo.
• 22 Spring, Teaching Assistant, Computer Vision and Image Processing (CSE 573), University at Buffalo.
• 22 Fall, Teaching Assistant, Computer Vision and Image Processing (CSE 573), University at Buffalo.

👨‍🎓 Service

• Conference Reviews: CVPR’23’24, ICCV’23, ECCV’24, ACM MM’24.
• Joural Reviews: TPAMI, MVA.

💻 Experiences

• 2024.06 - present, Reseach Intern, Pixocial, Bellevue, WA, United States.
  Working with Dr. Haoxiang Li.
• 2024.02 - 2024.05, Reseach Intern, United Imaging Intelligence, Burlington, MA, United States.
  Worked with Dr. Zhongpai Gao and Dr. Ziyan Wu.
• 2023.05 - 2023.08, Reseach Intern, United Imaging Intelligence, Cambridge, MA, United States.
  Worked with Dr. Zhongpai Gao and Dr. Ziyan Wu.
• 2022.05 - 2022.08, Reseach Intern, OPPO US Research Center, Palo Alto, CA, United States.
  Worked with Dr. Zhong Li and Dr. Yi Xu.
• 2019.07 - 2021.06, Reseach Assistant, Chinese Academy of Sciences, Shenzhen, Guangdong, China.
  Worked with Prof. Yali Wang and Prof. Yu Qiao.
• 2017.05 - 2019.04, Software Engineer, HUAWEI, Shenzhen, Guangdong, China.

📖 Educations

• 2021.08 - present, Ph.D. candidate in Computer Science, University at Buffalo, Buffalo, NY, United States
• 2014.09 - 2017.06, M.Eng. in Electronical Engineering, Tsinghua University, Beijing, China
• 2009.08 - 2013.07, B.S. in Applied Physics, University of Science and Technology of China, Hefei, Anhui, China