I am currently a senior scientist at Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR) Singapore. I completed my Ph.D. degree in Computer Science in Mar 2020 from University of Technology Sydney (UTS), Australia. I am fortunate to be supervised by Prof. Ivor Tsang during my PhD study.
My research interests include (Non)parametric Clustering, Generative AI, AI for Science & Healthcare.
Internship Opportunity: Seeking self-motivated students passionate about AI in scientific applications, such as inverse generative design for proteins, RNA 3D structure predication and evaluation.
For self-funded visiting students (e.g., CSC program from China), additional top-up is provided for those who contribute to my AI for science project.
For self-funded visiting students (e.g., CSC program from China), additional top-up is provided for those who contribute to my AI for science project.
Recent News:
- Nov 2024, We have one paper accepted by Information Fusion. Congratulations to Xingfeng.
- Nov 2024, We have one paper accepted by IEEE Transactions on Artificial Intelligence. Congratulations to Dr. Yao.
- Aug 2024, We have one paper accepted by IEEE Transactions on Multimedia. Congratulations to Xingfeng.
- Jul 2024, Our paper "PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation" has been selected for the Best Poster Award (5/78) at AI for Science and Nobel Turing Challenge Initiative (AI4Sci/NTCI) Conference in Singapore. Thanks to award committees.
- Jun 2024, I was invited to serve as Senior Program Committee for AAAI 2025.
- May 2024, We have one paper about Multi-Objective Generation (MOG) using diffusion model accepted by Machine Learning. Congratulations to Dr. Yao.
- May 2024, After a tough appeal and reevaluation process, I have been promoted to Senior Scientist. Dr. Pan, keep pushing forward!
- Apr 2024, We have one paper accepted by IJCAI 2024. Congratulations to Xingfeng.
- Apr 2024, We have one paper about deep generative models accepted by the Journal of Machine Learning Research (JMLR). Congratulations to Dr. Yao. Jesus, I have two JMLR now.
- Mar 2024, I was invited to give a presentation about AI for Science at 2024 AIST Artificial Intelligence Research Center International Symposium, Tokyo, Japan.
- Jan 2024, We have one paper accepted by IEEE TKDE (IF: 8.9). Congratulations to Liang.
- Jan 2024, I was invited to serve as a meta-reviewer for IEEE CAI 2024.
- Jan 2024, We have one paper accepted by OHBM Annual Meeting. Congratulations to Chao and the co-authors from CHeBA.
- Jan 2024, We have one paper accepted by European Archives of Psychiatry and Clinical Neuroscience (IF: 4.7). Congratulations to Jing and the co-authors from CHeBA.
- Jan 2024, Our paper "PC-X: Profound Clustering via Slow Exemplars" has been recognized with the Best Paper Award at CPAL 2024. Congratulations to my co-authors Yinghua and Ivor, Thanks to award committees. Amazing Start to Year 2024.
- Dec 2023, We have one paper accepted by Hypertension (IF: 8.3). Congratulations to Jing and the co-authors from CHeBA.
- Nov 2023, We have one paper accepted by Conference on Parsimony and Learning (CPAL).
- Oct 2023, I am granted the A*STAR GAP funding (~S$1M) as Co-PI. Big congratulation to the team.
- Sep 2023, We have one paper accepted by Pattern Recognition (IF: 8.518).
- Sep 2023, We have one paper accepted by Machine Learning (IF: 5.414).
- Aug 2023, I was invited to serve as Program Committee for ICLR 2024.
- Aug 2023, I was invited to serve as Reviewer for AISTATS 2024.
- Aug 2023, I was invited to serve as Program Committee for NLDL 2024.
- Jun 2023, I was invited to serve as Senior Program Committee for AAAI 2024.
- May 2023, We have one paper accepted by IEEE TPAMI (IF 24.314).
- May 2023, We have one paper accepted by IEEE TNNLS (IF: 14.225).