Le Quang Dung

PhD student, Statistics and Data Science, University of Texas at Austin

Joined

April 2023

Names

Le Quang Dung (Preferred)

,

Dung Q. Le

,

Dung Le

Emails

****@polytechnique.edu (Confirmed)

,

****@utexas.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Statistics and Data Science, University of Texas at Austin (utexas.edu)

2024 – 2029

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2029

Expertise

No areas of expertise listed

Publications

On Barycenter Computation: Analyzing Semi-Unbalanced Optimal Transport-based Method on Bures-Wasserstein manifold.
Ngoc-Hai Nguyen, Le Quang Dung, Hoang-Phi Nguyen, Tung Pham, Nhat Ho
- AISTATS 2026 Poster
- Readers: Everyone
HoRA: Cross-Head Low-Rank Adaptation with Joint Hypernetworks
Nghiem Tuong Diep, Le Quang Dung, Tuan Truong, Tan Dinh, Huy Nguyen, Nhat Ho
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
Fanqi Yan, Huy Nguyen, Le Quang Dung, Pedram Akbarian, Nhat Ho, Alessandro Rinaldo
- NeurIPS 2025 poster
- Readers: Everyone
Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts
Fanqi Yan, Huy Nguyen, Le Quang Dung, Pedram Akbarian, Nhat Ho
- AISTATS 2025 Poster
- Readers: Everyone
Fast Approximation of the Generalized Sliced-Wasserstein Distance
Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho
- ICASSP 2024
- Readers: Everyone
Fast Approximation of the Generalized Sliced-Wasserstein Distance
Le Quang Dung, Huy Nguyen, Khai Nguyen, Nhat Ho
- Frontiers4LCD
- Readers: Everyone
Entropic Gromov-Wasserstein between Gaussian Distributions
Khang Le, Dung Q. Le, Huy Nguyen, Dat Do, Tung Pham, Nhat Ho
- 2022 (modified: 24 Apr 2023)
- ICML 2022
- Readers: Everyone

Co-Authors