Publications

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models.

Duc-Anh Nguyen*, Tien Ngoc Luu*, Tung Pham, Toan Tran

Advances in Neural Information Processing Systems (NeurIPS 2026)

Selective Sinkhorn Routing for Improved Sparse Mixture of Experts.

Duc-Anh Nguyen, Huu Binh Ta, Nhuan Le Duc, Tan Minh Nguyen, Toan Tran

International Conference on Machine Learning (ICML 2026) Workshop, AdaptFM

Determinants of Credit Risk under the Basel II Accord: A Case Study of the Vietnamese Banking Sector.

Ngo Thu Giang, Duc-Anh Nguyen, Vu Thi Thao Chi, Nguyen Bao Anh, Nguyen Tai Quang Dinh

International Conference on Emerging Challenges in Economics and Business (ICECH 2023)

Adaptive Conflict-Averse Multi-gradient Descent for Multi-objective Learning.

Dinh Van Tuan, Tran Anh Tuan, Duc-Anh Nguyen, Bui Khuong Duy, Tran Ngoc Thang

International Conference on Intelligence of Things (ICIT 2023)

Artificial Intelligence in Metal Additive Manufacturing: Current Status, Challenges, and Future Developments.

Duc-Anh Nguyen*, Bui Truong Giang Le*, Van Anh Nguyen, Minh Tuan Vu, Manh Ha Bui, Minh Thanh Le, Trong Duc Nguyen, Tien Dung Hoang, Xuan Hai Le

Journal of Intelligent Manufacturing (Q1, Impact Factor: 7.4), 2025

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models.

Duc-Anh Nguyen*, Tien Ngoc Luu*, Tung Pham, Toan Tran

Selective Sinkhorn Routing for Improved Sparse Mixture of Experts.

Duc-Anh Nguyen, Huu Binh Ta, Nhuan Le Duc, Tan Minh Nguyen, Toan Tran

A Steepest Gradient Method with Nonmonotone Adaptive Step-sizes for the Nonconvex Minimax and Multi-Objective Optimization Problems.

Duc-Anh Nguyen, Tran Ngoc Thang

Artificial Intelligence for Metal Material Science: Challenges, Solutions, and Future Developments.

Bui Truong Giang Le*, Duc-Anh Nguyen*, Minh Tuan Vu, Phan Anh Tran, Trong Duc Nguyen, Minh Thanh Le, Khue Nguyen Vo Ngoc, Duy Hung Tran, Van Anh Nguyen, Dung Hoang Tien

Selected Beautiful Math Problems from International Competitions (Geometry).

Nguyen Duy Khuong, Phan Quang Tri, Tran Quoc Dung, Nguyen Duong Minh, Pham Nguyen Phuc Long, Duc-Anh Nguyen

Exploration of Plane Geometry.

Le Xuan Hoang, Duc-Anh Nguyen