Publications

I — Statistical Machine Learning and Mixture of Experts

[C.2] A Statistical Theory of Gated Attention through the Lens of Hierarchical Mixture of Experts
Advances in NeurIPS 2026
Viet Nguyen*, Tuan Minh Pham*, Thinh Cao*, Tan Dinh, Huy Nguyen, Nhat Ho**, Alessandro Rinaldo**

[P.1] Rethinking Multinomial Logistic Mixture of Experts with Sigmoid Gating Function
Under review
Tuan Minh Pham*, Thinh Cao*, Viet Nguyen*, Huy Nguyen, Nhat Ho**, Alessandro Rinaldo**

[C.1] A Mixture of Experts Vision Transformer for High-Fidelity Surface Code Decoding
IEEE International Symposium on Information Theory (ISIT) 2026
Viet Nguyen, Manh Hung Nguyen, Hoang Ta, Van Khu Vu, Yeow Meng Chee

II — Quantum Computing and Quantum Error Correction

[C.1] A Mixture of Experts Vision Transformer for High-Fidelity Surface Code Decoding
IEEE International Symposium on Information Theory (ISIT) 2026
Viet Nguyen, Manh Hung Nguyen, Hoang Ta, Van Khu Vu, Yeow Meng Chee

[J.2] Advanced Quantum Annealing for the Bi-Objective Traveling Thief Problem: An ε-Constraint-Based Approach
IEEE Transactions on Quantum Engineering, 2026
Viet Nguyen, Nguyen Xuan Tung, Trinh Van Chien, Won-joo Hwang

[J.4] Quantum Annealing for Resource Allocation in Next-Generation Wireless Communication Networks: A QUBO Modeling Guide
IEEE Open Journal of the Communications Society, 2026
Nguyen Xuan Tung, Le Tung Giang, Mai Dinh Cong, Pham Dang Anh Duc, Viet Nguyen, Trinh Van Chien, Lajos Hanzo

III — Wireless Communications and Sensor Networks

[J.3] Extending network lifespan and securing effective barrier coverage in 3D underwater wireless sensor networks
Cluster Computing, 2026
Nguyen Thi My Binh, Le Duc Anh Vu, Viet Nguyen, Huynh Thi Thanh Binh, Ho Viet Duc Luong

[J.1] Improved differential evolution for enhancing the aggregated channel estimation of RIS-aided cell-free massive MIMO
IEEE Transactions on Vehicular Technology, 2025
Trinh Van Chien, Viet Nguyen, Symeon Chatzinotas, Lajos Hanzo

Conference Publications

[C.2] A Statistical Theory of Gated Attention through the Lens of Hierarchical Mixture of Experts
Advances in NeurIPS 2026
Viet Nguyen*, Tuan Minh Pham*, Thinh Cao*, Tan Dinh, Huy Nguyen, Nhat Ho**, Alessandro Rinaldo**

[C.1] A Mixture of Experts Vision Transformer for High-Fidelity Surface Code Decoding
IEEE International Symposium on Information Theory (ISIT) 2026
Viet Nguyen, Manh Hung Nguyen, Hoang Ta, Van Khu Vu, Yeow Meng Chee

Journal Publications

[J.4] Quantum Annealing for Resource Allocation in Next-Generation Wireless Communication Networks: A QUBO Modeling Guide
IEEE Open Journal of the Communications Society, 2026
Nguyen Xuan Tung, Le Tung Giang, Mai Dinh Cong, Pham Dang Anh Duc, Viet Nguyen, Trinh Van Chien, Lajos Hanzo

[J.3] Extending network lifespan and securing effective barrier coverage in 3D underwater wireless sensor networks
Cluster Computing, 2026
Nguyen Thi My Binh, Le Duc Anh Vu, Viet Nguyen, Huynh Thi Thanh Binh, Ho Viet Duc Luong

[J.2] Advanced Quantum Annealing for the Bi-Objective Traveling Thief Problem: An ε-Constraint-Based Approach
IEEE Transactions on Quantum Engineering, 2026
Viet Nguyen, Nguyen Xuan Tung, Trinh Van Chien, Won-joo Hwang

[J.1] Improved differential evolution for enhancing the aggregated channel estimation of RIS-aided cell-free massive MIMO
IEEE Transactions on Vehicular Technology, 2025
Trinh Van Chien, Viet Nguyen, Symeon Chatzinotas, Lajos Hanzo

Preprints

[P.1] Rethinking Multinomial Logistic Mixture of Experts with Sigmoid Gating Function
Under review
Tuan Minh Pham*, Thinh Cao*, Viet Nguyen*, Huy Nguyen, Nhat Ho**, Alessandro Rinaldo**