About me

I am currently a Ph.D. student with National Center for Computer Animation, Bournemouth University, supervised by Prof. Xiaosong Yang and co-supervised by Professor JianJun Zhang.

I received the B.E. degree from Nanjing University of Aeronautics and Astronautics. My research interests include: (1) 3D Computer Vision: 3D scene understanding, 3D scene flow estimation. (2) Computer Graphics: mesh denoising, geometry processing.


🔥 News

  • [Dec 2023] 🎉🎉 One paper about scene flow estimation is accepted by IEEE ICASSP 2024!
  • [Oct 2023] 🎉🎉 One paper about self-supervised point cloud representation learning is accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS)

Selected Publications

GAMAFLOW: ESTIMATING 3D SCENE FLOW VIA GROUPED ATTENTION AND GLOBAL MOTION AGGREGATION
Zhiqi Li,Xiaosong Yang, Jianjun Zhang.
2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Deep Learning for Scene Flow Estimation on Point Clouds: A Survey and Prospective Trends
Zhiqi Li, Nan Xiang, Honghua Chen, Jianjun Zhang, Xiaosong Yang.
Computer Graphics Forum (in-press), 2023
[Paper]
Cascaded Normal Filtering Neural Network for Geometry-aware Mesh Denoising of Measurement Surfaces
Dingkun Zhu, Yingkui Zhang, Zhiqi Li, Weiming Wang, Haoran Xie, Mingqiang Wei, Gary Cheng, Fu Lee Wang.
IEEE Transactions on Instrumentation and Measurement, 2021
[Paper]
NormalF-Net: Normal filtering neural network for feature-preserving mesh denoising
Zhiqi Li,Yingkui Zhang, Yidan Feng, Xingyu Xie, Qiong Wang, Mingqiang Wei, Pheng-Ann Heng.
Computer-Aided Design (2020)
[Paper]

Academic Experience

  • Undergraduate intern, A*STAR, Singapore, August 2019 - October 2019.
  • Excited to attend the Eastern European Machine Learning Summer School in Vilnius, Lithuania 🇱🇹, EEML 2022, July 2022.