On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
Anh Duc Nguyen, Tuan Dung Nguyen, Quang Minh Nguyen, Hoang H. Nguyen, Lam M. Nguyen, Kim-Chuan Toh. AAAI 2024 Oral.

Layer-wise Quantization for Quantized Optimistic Dual Averaging
Anh Duc Nguyen, Ilia Markov, Frank Zhengqing Wu, Ali Ramezani-Kebrya, Kimon Antonakopoulos, Dan Alistarh, Volkan Cevher. ICML 2025.

Improved Rates for Stochastic Variance-Reduced Difference-of-Convex Algorithms
Anh Duc Nguyen, Alp Yurtsever, Suvrit Sra, Kim-Chuan Toh. IEEE CDC 2025.

Under Review

Almost Sure Convergence of Nonlinear Stochastic Approximation Under General Moment Condition
Anh Duc Nguyen, Quang Nguyen, Hoang H. Nguyen, Siva Theja Maguluri. NeurIPS 2025 Workshop MLxOR.

On Multi-Marginal Partial Optimal Transport: Infeasible Extension Strategies and Efficient Primal-Dual Methods
Quang Nguyen, Anh Duc Nguyen, Tuan Dung Nguyen, Quang Minh Nguyen, Hoang H. Nguyen, Lam M. Nguyen, Kim-Chuan Toh.