Jiangxin Sun (孙江鑫)

I am a first year PhD student of the ELLIS PhD Program, supervised by Prof. Nicu Sebe in University of Trento, and co-supervised by Prof. Daniel Cremers in TUM.

My research interests lie in Computer Vision and Machine Learning. Currently, my focus is on interpretable autonomous driving system, semantic/instance segmentation prediction and human motion prediction.

Prior to my PhD studies, I obtained my master's degree and bachelor's degree from Sun Yat-sen University in 2023 and 2020, where I was supervised by Prof. Wei-Shi Zheng and Prof. Jian-Fang Hu. I was lucky to work closely with Prof. Wenjun Zeng and Prof. Jianguo Zhang.

Email  /  CV  /  Scholar

PontTuset
Education

University of Trento
PhD in Computer Science • Nov. 2024 -

Sun Yat-Sen University
M.E. in Computer Science • Sep. 2020 - Jun. 2023

Sun Yat-Sen University
B.E. in Computer Science • Sep. 2016 - Jun. 2020

Research Experience

ETH Zurich
Research Assistant • Aug. 2023 - Jul. 2024
Advisor: Prof. Fisher Yu

Microsoft Research Asia
Research Intern • Aug. 2021 - Jan. 2022
Advisor: Prof. Wenjun Zeng and Dr. Chunyu Wang

Huya Incorporated
Research Intern • Jul. 2020 - Jul. 2021
Advisor: Dr. Xintong Han

Publications (* Equal Contribution)
PontTuset APANet: Auto-Path Aggregation for Future Instance Segmentation Prediction


Jian-Fang Hu*, Jiangxin Sun*, Zihang Lin, Jian-Huang Lai, Wenjun Zeng, Wei-Shi Zheng


T-PAMI 2021
PontTuset Temporal Continual Learning with Prior Compensation for Human Motion Prediction

Jianwei Tang, Jiangxin Sun, Xiaotong Lin, lifang zhang, Wei-Shi Zheng, Jian-Fang Hu

NeurIPS 2023
PontTuset You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection

Jiangxin Sun, Chunyu Wang, Huang Hu, Hanjiang Lai, Zhi Jin, Jian-Fang Hu

NeurIPS 2022 (Spotlight)
PontTuset Action-guided 3D Human Motion Prediction

Jiangxin Sun, Zihang Lin, Xintong Han, Jian-Fang Hu, Jia Xu, Wei-Shi Zheng

NeurIPS 2021
PontTuset Predictive feature learning for future segmentation prediction

Zihang Lin*, Jiangxin Sun*, Jian-Fang Hu, Qizhi Yu, Jian-Huang Lai, Wei-Shi Zheng

ICCV 2021
PontTuset Predicting future instance segmentation with contextual pyramid convlstms

Jiangxin Sun, Jiafeng Xie, Jian-Fang Hu, Zihang Lin, Jian-Huang Lai, Wenjun Zeng, Wei-Shi Zheng

ACM MM 2019

Updated Nov 2024.

Special thanks to Jon Barron for website template.