Publications

For a more comprehensive and up-to-date list, please refer to my Google Scholar.

Optimization and Applied Probability Research

[6] “Almost Sure Convergence of Nonlinear Stochastic Approximation Under General Moment Assumption”

Duc Anh Nguyen, Quang Dinh Thien Nguyen, Hoang Huy Nguyen, Siva Theja Maguluri

In preparation.

[5] "Finite-Time behaviors of M/M/n Queue: Mixing Time, Mean Queue Length and Tail Bounds".

Hoang Huy Nguyen, Sushil Varma, Siva Theja Maguluri

ACM SIGMETRICS 2025.

[4] "On Partial Optimal Transport: Duality, Gradient Methods and Infeasibility of Sinkhorn".

Duc Anh Nguyen, Dung Tuan Nguyen, Quang Minh Nguyen, Hoang Huy Nguyen, Lam Minh Nguyen, Kim Chuan Toh

Proceedings of the AAAI Conference on Artificial Intelligence 2024.

[3] "Stochastic Constrained Decentralized Optimization for Machine Learning with Fewer Data Oracles: a Gradient Sliding Approach".

Hoang Huy Nguyen, Yan Li, Tuo Zhao

Technical report.

[2] "Stochastic Approximation for Nonlinear Discrete Stochastic Control: Finite-Sample Bounds".

Hoang Huy Nguyen, Siva Theja Maguluri

IEEE CDC 2023. In submission to IEEE TAC.

[1] "On Unbalanced Optimal Transport: Gradient Methods, Sparsity, and Approximation Error".

Quang Minh Nguyen, Hoang Huy Nguyen, Lam Minh Nguyen, Yi Zhou

Journal of Machine Learning Research, (JMLR), 2023

Deep Learning Research

Math Reasoning

[2] "Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2".

Trieu Trinh, Yuri Chervonyi, Xiaomeng Yang, Mirek Olsak, Hoang Nguyen, Marcelo Menegali, Junehyuk Jung, Vikas Verma, Thang Luong, Quoc Le

Technical report.

[1] "Gemini 1.5: Unlocking Multimodal Understanding Across Millions of Tokens of Context".

Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk,..., Hoang Nguyen,...

Technical report.

AI for Earth Science

[1] "Widespread underestimation of rain-induced respiration pulses in global drylands"

Ngoc B Nguyen, Mirco Migliavacca, Maoya Bassiouni, Dennis D Baldocchi, Laureano A Gherardi, Julia K Green, Dario Papale, Markus Reichstein, Kai-Hendrik Cohrs, Alessandro Cescatti, Tuan Dung Nguyen, Hoang H. Nguyen, Quang Minh Nguyen, Trevor F Keenan

Nature Geoscience 2025

Few-shot Learning

[1] "Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition".

Bach Vu, Hoang Nguyen, Quang M. Nguyen, Duong Le, Hieu Pham, Phi Le Nguyen, Lam M. Nguyen

ICASSP 2025.