Chunwei Ma

About Me

I am currently a Ph.D. candidate in Department of Computer Science and Engineering at University at Buffalo, SUNY, advised by Prof. Dr. Jinhui Xu.

Research Interests

• Deep Learning: few-shot learning, continual learning, uncertainty in AI.
• Computational Geometry: space partitioning, truth discovery.
• Medical Image Analysis: image segmentation, histopathology.
• Bioinformatics: genomics, transcriptomics, proteomics, metabolomics.
• Analytical Chemistry: LC-MS/MS, drug discovery.

News

• [Jan. 20, 2023] Our paper about continual learning is accepted to ICLR 2023.
• [Jan. 4, 2023] Our paper about federated learning is accepted to AAMAS 2023.
• [Jan. 20, 2022] Our paper about few-shot learning is accepted to ICLR 2022.
• [May. 12, 2021] Our paper about uncertainty calibration is accepted to UAI 2021.

Selected Publications [Full List][DBLP]

Teaching

• Teaching Assistant, Blockchain Application Development at University at Buffalo, 2019-2021
• Teaching Assistant, Data-intensive Computing at University at Buffalo, 2019

Services

Conference Review

• Annual Conference on Neural Information Processing Systems (NeurIPS), 2020-2023
• International Conference on Machine Learning (ICML), 2021-2022
• International Conference on Learning Representations (ICLR), 2022-2022
• International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019-2023
• AAAI Conference on Artificial Intelligence (AAAI), 2023
• European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2020
• International Workshop on Combinatorial Image Analysis (IWCIA), 2020

Journal Review

• IEEE Transactions on Neural Networks and Learning Systems, 2022-2023
• Scientific Reports, 2023

Contact

Address: 338X Davis Hall, Buffalo, NY, 14260
Phone: (716)-256-9951        WeChat: horsepurve