Guangrui Li @ ReLER

Guangrui Li 李光睿

I am a fourth-year Ph.D. student at ReLER Lab, Australian Artificial Intelligence Institute, University of Technology Sydney, under the supervision of Prof. Yi Yang. During my Ph.D. study, I am fortunate to be sequentially mentored by Prof. Yunchao Wei, and Dr. Guoliang Kang.

News

[July 2024] One paper accepted by ECCV2024.

[Feb. 2024] One paper accepted by CVPR2024.

[Sep. 2023] Finished Sydney Marathon in 04:22:10.

[Aug. 2023] Finished the Iconic City2Surf in 01:18:25.

[June 2023] Deliver PhD oral presentation (Candidate Assessment).

[Mar. 2023] Awarded Google Gift Fund.

[Mar. 2023] One paper accepted by CVPR2023.

[Jan. 2023] One paper accepted by ICLR2023.

[Sep. 2022] Finished Sydney Half Marathon in 01:53:49.

[Mar. 2021] Two papers accepted by CVPR2021.

[June 2020] One paper accepted by ECCV2020.

[Sep. 2019] Finished Sydney Marathon in 04:09:24.

Research Interests

Generalization of vision structures, including rigid structures (2D, 3D scenes), and non-rigid structures (pose estimation).

Generalization to novel semantic spaces (Open-world Learning).

Publications

	Robustness Preserving Fine-tuning using Neuron Importance Guangrui Li, Rahul Duggal, Aaditya Singh, Kaustav Kundu, Bing Shuai, Jonathan Wu ECCV, 2024 PDF
	Generalizable Visual Understanding with Deep Neural Networks Guangrui Li Ph.D. Thesis, 2023 PDF
	Adversarially Masking Synthetic to Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation Guangrui Li, Guoliang Kang, Xiaohan Wang, Yunchao Wei, Yi Yang CVPR, 2023 PDF
	Decompose to Generalize: Species-Generalized Animal Pose Estimation Guangrui Li, Yifan Sun, Zongxin Yang, Yi Yang ICLR, 2023 PDF / bibtex
	Domain Consensus Clustering for Universal Domain Adaptation Guangrui Li, Guoliang Kang, Yi Zhu, Yunchao Wei, Yi Yang CVPR, 2021 PDF / code / bibtex
	VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild Jiaxu Miao, Yunchao Wei, Yu Wu, Chen Liang, Guangrui Li, Yi Yang CVPR, 2021 PDF/ Project Page / bibtex
	Content-Consistent Matching for Domain Adaptive Semantic Segmentation Guangrui Li, Guoliang Kang, Wu Liu, Yunchao Wei, Yi Yang (* Equal Contribution) ECCV, 2020 PDF / code / bibtex

Misc

Reviewers for: TPAMI, TKDE, TIP, KBS.

Website design from Jon Barron.