Siyu Zhu

Professor, Fudan University

siyuzhu@fudan.edu.cn

Short Biography

Siyu Zhu has recently joined Fudan University as a professor in the AI3 Institute. Prior to this, he served as a director at Fudan University AI Lab, leading a team of 100 employees. In this role, he contributed to various aspects of 3D computer vision, machine perception, and learning-related business products and solutions across multiple sectors including e-commerce, retail, transportation, real estate, and education. 

He obtained his Ph.D. from The Hong Kong University of Science and Technology (HKUST) and co-founded the 3D vision company Altizure, which was later acquired by Apple Inc. Siyu Zhu holds a Bachelor's degree in Computer Science from Zhejiang University. He has authored or co-authored over 40 papers in esteemed journals and conferences such as TPAMI, ICLR, CVPR, ICCV, and ECCV.

Research Interests

Vision and depth sensor based 3D reconstruction, understanding, manipulation and simulation.
Object recognition, person re-identification, semantic segmentation and low-level vision. 

Publications  

W Yuan, X Gu, H Li, Z Dong, S Zhu.  International Conference on Learning Representations (ICLR) 2023.
X Gu, W Yuan, Z Dai, C Tang, S Zhu, P Tan.IEEE Robotics and Automation Letters (RA-L) 2023
Z Zhang, F Shao, Z Dai, S Zhu.CoRR, abs/2301.09416, 2023.
Z Wei, X Chen, M Chen, S Zhu.CoRR, abs/2301.06429, 2023.
Z Dai, G Wang, W Yuan, X Liu, S Zhu, P Tan.Asian Conference on Computer Vision (ACCV) 2022.
L Liu, M Chen, X Chen, S Zhu, P Tan.Asian Conference on Computer Vision (ACCV) 2022.
X Gu, C Tang, W Yuan, Z Dai, S Zhu, P Tan.Computer Vision and Pattern Recognition (CVPR) 2022.
W Yuan, X Gu, Z Dai, S Zhu, P Tan.Computer Vision and Pattern Recognition (CVPR) 2022.
S Tang, J Zhang, S Zhu, P Tan.International Conference on Learning Representations (ICLR) 2022.
J Zhang, S Tang, K Qiu, R Huang, C Fang, L Cui, Z Dong, S Zhu, P Tan.CoRR, abs/2207.12579, 2022.
R Shrestha, Z Fan, Z Dai, Q Su, S Zhu, P Tan.International Conference on 3D Vision (3DV) 2021.
S Tang, C Tang, R Huang, S Zhu, P Tan.Computer Vision and Pattern Recognition (CVPR) 2021.
Z Fan, L Zhu, H Li, X Chen, S Zhu, P Tan.International Conference on Computer Vision (ICCV) 2021.
L Liu, X Chen, S Zhu, P Tan.International Conference on Computer Vision (ICCV) 2021.
K Qiu, S Chen, J Zhang, R Huang, L Cui, S Zhu, P Tan.CoRR, abs/2103.14826, 2021.
R Huang, C Fang, K Qiu, L Cui, Z Dong, S Zhu, P Tan.CoRR, abs/2103.14826, 2021
H Jiang, Z Sheng, S Zhu, Z Dong, R Huang.International Conference on Robotics and Automation (ICRA) 2021.
W Yuan, Y Zhang, B Wu, S Zhu, P Tan, MY Wang, Q Chen.International Conference on Intelligent Robots and Systems (IROS) 2021.
C Fang, S Ding, Z Dong, H Li, S Zhu, P Tan.International Conference on Intelligent Robots and Systems (IROS) 2021.
R Zhang, S Zhu, T Shen, L Zhou, Z Luo, T Fang, L Quan.IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2020.
F Tan, H Zhu, Z Cui, S Zhu, M Pollefeys, P Tan.Computer Vision and Pattern Recognition (CVPR) 2020.
L Li, S Zhu, H Fu, P Tan, CL Tai.Computer Vision and Pattern Recognition (CVPR) 2020.
X Gu, Z Fan, S Zhu, Z Dai, F Tan, P Tan.Computer Vision and Pattern Recognition (CVPR) 2020.
Z Dai, M Chen, S Zhu, P Tan.International Conference on Computer Vision (ICCV) 2019.
S Tang, F Tan, K Cheng, Z Li, S Zhu, P Tan.International Conference on Computer Vision (ICCV) 2019.
T Shen, Z Luo, L Zhou, R Zhang, S Zhu, T Fang, L Quan.Asian Conference on Computer Vision (ACCV) 2018.
Z Luo, T Shen, L Zhou, S Zhu, R Zhang, Y Yao, T Fang, L Quan.European Conference on Computer Vision (ECCV) 2018.
L Zhou, S Zhu, Z Luo, T Shen, R Zhang, M Zhen, T Fang, L Quan.European Conference on Computer Vision (ECCV) 2018.
S Zhu, R Zhang, L Zhou, T Shen, T Fang, P Tan, L Quan.Computer Vision and Pattern Recognition (CVPR) 2018.
  • PhD Thesis: Accurate, scalable and parallel structure from motion.
S Zhu.Hong Kong University of Science and Technology 2017.
Y Yao, S Li, S Zhu, H Deng, T Fang, L Quan.International Conference on 3D Vision (3DV) 2017.
R Zhang, S Zhu, T Fang, L Quan.International Conference on Computer Vision (ICCV) 2017.
L Zhou, S Zhu, T Shen, J Wang, T Fang, L Quan.International Conference on Computer Vision (ICCV) 2017.
S Zhu, T Shen, L Zhou, R Zhang, J Wang, T Fang, L Quan.CoRR, abs/1702.08601, 2017.
T Shen, J Wang, T Fang, S Zhu, L Quan.    Asian Conference on Computer Vision (ACCV) 2016.
T Shen, S Zhu, T Fang, R Zhang, L Quan.European Conference on Computer Vision (ECCV) 2016.
J Wang, T Fang, Q Su, S Zhu, J Liu, S Cai, CL Tai, L Quan.IEEE Transactions on Visualization & Computer Graphics (TVCG) 2016.
R Zhang, S Li, T Fang, S Zhu, L Quan.International Conference on Computer Vision (ICCV) 2015.
R Zhang, T Fang, S Zhu, L Quan.Asian Conference on Computer Vision (ACCV) 2014.
S Zhu, T Fang, R Zhang, L Quan.Asian Conference on Computer Vision (ACCV) 2014.
S Zhu, T Fang, J Xiao, L Quan.Computer Vision and Pattern Recognition (CVPR) 2014.