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Yimin Fan
Faan, Ngai Man
Department of Computer Science and Engineering
Room 904, Ho Sin-Hang Engineering Building, The Chinese University of Hong Kong,
Shatin, N.T., Hong Kong SAR, PRC
Email: fanyimin at link.cuhk.edu.hk
[CV] [Github] [Twitter]
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I am a 1st 2nd CS Ph.D student @ CUHK starting Aug 2023, supervised by Prof.Yu Li.
I obtained B.Eng in AI (Elite Stream) and IS in the University of Science and Technology of China. I am affiliated with the School of the Gifted Young, which originates from the first undergraduate program for special young talents in China.
My research interests include Foundation Models for Science (esp. Biology and Healthcare) and Large Language Models (LLM).
I am very grateful for valuable intership experience at Microsoft Research Asia, BioMap Research, Qatar Computing Research Institute, OpenScienceLab and McGill University.
I am humbled to receive a number of awards, including RECOMB 2024 Travel Fellowship, ECCB 2024 ISCB Travel Fellowship and China Undergraduate National Scholarships (2018,2019,2020). Very grateful for the recognition !
If you are interested in my research / interested in AI+BioMed Interdisciplinary research / simply want to chat, feel free to reach out by sending emails !
Papers
AI4S stands for AI for Science. LLM stands for Large Language Model.
* indicates equal contributions
| J2&C5 | Learning Meaningful Representation of Single-Neuron Morphology via Large-scale Pre-training
(pdf)
Yimin Fan*,Yaxuan Li*, Yunhua Zhong, Liang Hong, Lei Li, and Yu Li 23rd European Conference on Computational Biology (ECCB-24) (Also appear in Oxford Bioinformatics) |
| J1 | Progress and Opportunities of Foundation Models in Bioinformatics
(pdf)
Qing Li, Zhihang Hu, Yixuan Wang, Lei Li, Yimin Fan, Irwin King, Le Song, Yu Li Briefings in Bioinformatics |
| C4 | GFETM: Genome Foundation-based Embedded Topic Model for scATAC-seq Modeling
(pdf)
Yimin Fan, Yu Li, Jun Ding and Yue Li The 28th Annual International Conference on Research in Computational Molecular Biology (RECOMB-24) |
| C3 | Evaluating Neuron Interpretation Methods of NLP Models (pdf)
Yimin Fan, Fahim Dalvi, Nadir Durrani and Hassan Sajjad NeurIPS 2023 |
| C2 | Discovering Representation Sprachbund For Multilingual Pre-Training (pdf)
Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan. Findings of EMNLP 2021 |
| C1 | Enhance the performance of navigation: A two-stage machine learning approach(pdf)
Yimin Fan, Zhiyuan Wang, Yuanpeng Lin, Haisheng Tan. 2020 6th International Conference on Big Data Computing and Communications (BIGCOM) |
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Journal/Conference Review: Program Chair, EMNLP 2022 Program Chair, EMNLP 2021
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