About Me

From January 2024, I am a postdoctoral fellow at King Abdullah University of Science and Technology (KAUST), working with Prof. Xin Gao. From April 2023 to January 2024, I was a postdoctoral fellow at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) and Carnegie Mellon University (CMU), working with Prof. Tongliang Liu and Prof. Kun Zhang. Before that, I received my Ph.D. at Shandong University in March 2023 (early graduation), advised by Prof. Yilong Yin. Between 2019 and 2020, I had the opportunity to be a visiting student at the LAMDA group of Nanjing University, led by Prof. Zhi-Hua Zhou. Earlier, from 2016 to 2018, I was a visiting student in Prof. Shuo Li’s group at Western University in Canada. In 2018, I also undertook an internship at Baidu. My academic foundation was laid at Shandong University of Traditional Chinese Medicine, where I obtained my Bachelor’s degree in 2016 and my Master’s degree in 2019, both in Biomedical Engineering. Throughout this period, Prof. Benzheng Wei served as my mentor.

My primary academic interest lies in:

Robust Machine Learning: Out-of-distribution (OOD Generalization & Detection), Large Language Models (In-Context Learning, Understanding).
AI for Science: AI for Medicine (Medical Image Analysis, Machine Unlearning), AI for Biology (Enzyme Design, Protein-Petide Affinity), AI for Chemical (Catalytic Design).

My Research

News

2024/05/31: One paper accepted to IJCV.
2024/03/05: One paper accepted to ICLR 2024 Workshop ME-FoMo.
2024/02/27: One paper accepted to CVPR 2024.
2023/12/13: Exciting news: A preliminary investigation on the robustness of GPT-4V on distribution shifts has been released and is now featured by AK on the ‘Daily Papers’ page.
2023/12/09: One paper accepted to AAAI 2024.
2023/11/25: One paper accepted to KBS.
2023/09/22: One paper accepted to NeurIPS 2023.
2023/07/26: Two papers accepted to ACM MM 2023.
2023/05/17: One paper accepted to TKDE.
2023/05/12: One paper accepted to Pattern Recognition.
2023/02/28: One paper accepted to CVPR 2023.
2022/11/19: One paper accepted to AAAI 2023.
2022/10/01: One paper accepted to TPAMI.
2022/09/17: One paper accepted to ACML 2022.
2022/07/05: One paper accepted to Science China Information Sciences.
2022/06/30: One paper (oral) accepted to ACM MM 2022.
2022/06/13: One paper accepted to TIP.
2022/05/20: One paper accepted to KBS.
2022/03/03: Two papers accepted to CVPR 2022.
2021/12/01: One paper (oral) accepted to AAAI 2022.
2020/12/02: One paper accepted to IPMI 2022.
2020/09/25: One paper accepted to MedIA.
2020/05/15: One paper accepted to TMI.
2020/04/20: One paper accepted to IJCAI 2020.