About Me
I’m an incoming Ph.D. student at Prof. Mohit Bansal’s group (MURGe Lab) at UNC Chapel Hill. Currently, I’m a Research Resident under the supervision of Prof. Viet Anh Nguyen at VinAI Research, Vietnam. I received a bachelor degree in computer science from Hanoi University of Science and Technology in 2022.
My research interests lie on the intersection of model interpretability and robustness in machine learning. Lately, I have been focusing on algorithmic recourse, personalization and collaboration of large language models.
🔥 News
- May 2024: Our paper Cold-start Recommendation by Personalized Embedding Region Elicitation is accepted to UAI 2024!
- March 2024: I will be joining Prof. Mohit Bansal’s group as a Ph.D. student at UNC Chapel Hill this Fall!
- February 2024: New preprint Cost-Adaptive Recourse Recommendation by Adaptive Preference Elicitation
- November 2023: New preprint Coverage-Validity-Aware Algorithmic Recourse
- January 2023: Our paper Distributionally Robust Recourse Action is accepted to ICLR 2023!
- January 2023: Our paper Feasible Recourse Plan via Diverse Interpolation is accepted to AISTATS 2023!
Old news
- October 2022: We are awarded an honorable mention at 2022 INFORMS Undergraduate Operations Research Prize!
- May 2022: One paper accepted to UAI 2022!
- January 2022: One paper accepted to ICLR 2022!
📝 Publications
![sym](images/dirrac.png)
Distributionally Robust Recourse Action
Duy Nguyen, Ngoc Bui, and Viet Anh Nguyen.
The Eleventh International Conference on Learning Representations (ICLR), 2023.
![sym](images/frpd.png)
Feasible Recourse Plan via Diverse Interpolation
Duy Nguyen, Ngoc Bui, and Viet Anh Nguyen.
The 26th International Conference on Artificial Intelligence and Statistics (AISTATS), 2023.
![sym](images/rbr.png)
Robust Bayesian Recourse
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, and Viet Anh Nguyen.
The 38th Conference on Uncertainty in Artificial Intelligence (UAI), 2022.
![sym](images/copa.png)
Counterfactual Plans under Distributional Ambiguity
Ngoc Bui, Duy Nguyen, and Viet Anh Nguyen.
The Tenth International Conference on Learning Representations (ICLR), 2022.
🎖 Honors and Awards
- October 2022: Honorable Mention - INFORMS Undergraduate Operations Research Prize
- October 2022: Best Thesis Presentation Award - Hanoi University of Science and Technology
- September 2019: Excellence Scholarship for the academic year - Hanoi University of Science and Technology
💻 Experience
- August 2021 - Present: Research Resident at VinAI Research, Vietnam