Mong-Li Lee

Full Professor, Computer Science, National University of Singapore

Joined

July 2019

Names

Mong-Li Lee (Preferred)

Emails

****@comp.nus.edu.sg (Confirmed)

****@nus.edu.sg (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science, National University of Singapore (nus.edu.sg)

Present

Advisors, Relations & Conflicts

PhD Advisor

Ling Tok Wang

1994 – 2000

Expertise

AI in health

Fake news detection

2000 – 2024

Publications

Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach
Ronald Wihal Oei, Wynne Hsu, Mong-Li Lee, Ngiap Chuan Tan
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- J. Am. Medical Informatics Assoc. 2023
- Readers: Everyone
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images
Evelyn Chee, Mong-Li Lee, Wynne Hsu
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Chronic Disease Management with Personalized Lab Test Response Prediction
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IJCAI 2022
- Readers: Everyone
Personalizing Medication Recommendation with a Graph-Based Approach
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ACM Trans. Inf. Syst. 2022
- Readers: Everyone
DP-GAT: A Framework for Image-based Disease Progression Prediction
Alex Foo, Wynne Hsu, Mong-Li Lee, Gavin Siew Wei Tan
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Incorporating External Knowledge for Evidence-based Fact Verification
Anab Maulana Barik, Wynne Hsu, Mong-Li Lee
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- WWW (Companion Volume) 2022
- Readers: Everyone
PERSONALIZED LAB TEST RESPONSE PREDICTION WITH KNOWLEDGE AUGMENTATION
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Hao Sen Andrew Fang, Ngiap Chuan Tan
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Adversarially Trained Models with Test-Time Covariate Shift Adaptation
Jay Nandy, Sudipan Saha, Wynne Hsu, Mong-Li Lee, Xiao Xiang Zhu
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Explanation-based Data Augmentation for Image Classification
Sandareka Wickramanayake, Wynne Hsu, Mong-Li Lee
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Adversarially Robust Classifier with Covariate Shift Adaptation
Jay Nandy, Sudipan Saha, Wynne Hsu, Mong-Li Lee, Xiao Xiang Zhu
- 2021 (modified: 11 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 239 publications

Co-Authors

View all 179 co-authors