Minh Duc Nguyen

Profile

I'm a research assistant in the R2Studio research group on AI-empowered Search and Recommendation and the IndoorCare research group on AI and Simulation for Smart Indoor Spaces, led by Asst. Prof Le Duy Dung (Andrew) at VinUniversity. I previously obtained a Bachelor's in Mathematics and Informatics at Hanoi University of Science and Technology, supervised by Dr. Tran Ngoc Thang.

Research Interests

  • Optimization, Multi-objective optimization, Black-Box optimization

  • Recommendation systems use large language models and multi-objective recommendation systems.

  • Applications of artificial intelligence (AI)

Publications

Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks

Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks

Minh-Duc Nguyen, Mai Phuong Dinh, Quang-Huy Nguyen, Long P. Hoang, Dung D. Le

AAAI 2025

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Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

Hai-Dang Kieu, Minh-Duc Nguyen, Thanh-Son Nguyen, Dung D. Le

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