Academic Profile : Faculty
Asst Prof Alvin Chan Guo Wei
Assistant Professor, College of Computing & Data Science
Assistant Professor, Lee Kong Chian School of Medicine
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Dr Alvin Chan’s research interests centre around making AI technologies safe and beneficial for humanity. These encompass topics such as deep learning for medical applications, adversarial learning and generative modelling.
Awarded the MOE START (Singapore Teaching and Academic Research Talent) fellowship, Dr Alvin Chan was a postdoctoral associate at the Massachusetts Institute of Technology and Harvard Medicine School. During that period, he focused on using deep learning technologies to enhance drug delivery applications. He graduated with a Computer Science Ph.D. from Singapore’s Nanyang Technological University in 2021, supported by the prestigious Nanyang President's Graduate Scholarship (NPGS).
He has contributed several publications in premier deep learning venues such as NeurIPS, ICLR, CVPR and ACL.
Awarded the MOE START (Singapore Teaching and Academic Research Talent) fellowship, Dr Alvin Chan was a postdoctoral associate at the Massachusetts Institute of Technology and Harvard Medicine School. During that period, he focused on using deep learning technologies to enhance drug delivery applications. He graduated with a Computer Science Ph.D. from Singapore’s Nanyang Technological University in 2021, supported by the prestigious Nanyang President's Graduate Scholarship (NPGS).
He has contributed several publications in premier deep learning venues such as NeurIPS, ICLR, CVPR and ACL.
Generative Models, Adversarial Learning, Computational Biology, Deep Learning
- Representing multi-modal drug formulation features in deep learning models for in-silico screening