Tuan-Anh Bui
Machine Learning Researcher in Generative AI and Trustworthy Machine Learning
Me in Singapore, 2018
I am Research Fellow at the Department of Data Science and AI, Monash University. My research interests are Generative AI (i.e., how to generate realistic data) and Trustworthy Machine Learning especially Adversarial Machine Learning (i.e., understanding ML models’s behaviour and making them more robust against the changing of data). I got my Ph.D. from Monash University in November 2023, under the supervision of Prof. Dinh Phung and Dr. Trung Le. My thesis can be found here.
Before that, I had one year working as Research Engineer at Credit AI Lab, Trusting Social, and two years working as Research Assistant at Singapore University of Technology and Design with Prof. Ngai Man Cheung and Dr. Trung Tran.
news
Nov 1, 2023 | I officially become a Dr. today! My thesis “Enhancing Adversarial Robustness: Representation, Ensemble, And Distribution Approaches” is available here. Today is also my wedding anniversary Hooray! |
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Sep 23, 2023 | Our paper “Optimal Transport Model Distributional Robustness” has been accepted to NeurIPS 2023! 🎉 (led by Van-Anh Nguyen) |
Jun 24, 2023 | Presenting “Exploring Controllability of Conditioned Diffusion Models” at prof. Gemma Roig’s lab under the Postdoc-NeT-AI program. Slide. |
Jun 8, 2023 | Finally, I submit my Ph.D. thesis for examination. Phew! |
Apr 13, 2023 | I have been awarded a DAAD AInet fellowship |