I am an CSE PhD sudent in HKUST, supervised by Professor Tong Zhang. Out of Distribution (OOD) Generalization , Robustess of Deep Learning and Learning theory are my research interests. Particularly, we are now working on topics related to Invariant Learning.
If you are also interested in discussing / cooperating with me on OOD, you can contact me by Email (ylindf(A)connect.ust.hk {A = @}).
I have lunched a blog on Invariant Risk Minimization here (in Chinese).
- 2020-Now, PhD Student, the Hong Kong University of Science and Technology.
- 2017-2020, Algorithm Expert, Artificial Intelegence Department of Ant Financial, Alibaba.
- 2016-2017, Quantitive Strategy Investigator, High-Flyer Hedge Fund(One of the most famous Hedge Funds in China)
- 2013-2016, Master of Engineering, Zhejiang University
- 2009-2013, Bachelor of Engineering(Ranking 1/207), Zhejiang Univeristy
- Yong Lin, Shengyu Zhu, Lu Tan, Peng Cui. ZIN: When and How to Learn Invariance by Environment Inference? Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
- Xiao Zhou *, Yong Lin*, Weizhong Zhang*, Tong Zhang. Sparse Invariant Risk Minimization. International Conference on Machine Learning (ICML 2022)
- Xiao Zhou *, Yong Lin*, Renjie Pi*, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang. Model Agnostic Sample Reweighting for Out-of-Distribution Learning. International Conference on Machine Learning 2022 (ICML 2022)
- Yong Lin *, Hanze Dong*, Hao Wang and Tong Zhang. Bayesian Invariant Risk Minimization. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022) (ORAL).
- Yong Lin, Qing Lian and Tong Zhang. An Empirical Study of Invariant Risk Minimization on Deep Models. ICML2021 workshop on UDL (Uncertainty & Robustness in Deep Learning).
- Yong Lin and Zheng Xu. Cable sheath loss reduction strategy research based on the coupled linemodel.IEEE Transactions On Power Delivery
(* Denotes Equal Contribution.)
- National Scholarship * 3 (1.8%, by China’s Ministry of Education), 2010, 2011 and 2015
- Hong Kong PhD Fellowship Scheme(HKPFS) Award
- Outstanding Graduate of Zhejiang Province(2.5%, by Zhejiang Province’s Ministry of Education), 2013
- Nomination for Zhu Kochen scholarship(0.5%, Highest Student Honor in Zhejiang University), 2013
- Meritorious Winner, The Mathematical Contest in Modeling(International MCM), 2012
ylindf(A)connect.ust.hk {A = @}