Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder. - Duy A. Nguyen; Trang H. Tran; Huy Hieu Pham 001; Phi Le Nguyen; Lam M. Nguyen (ICDM, 2024)

MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization. - Duy A. Nguyen; Rishi Kesav Mohan; Shimeng Yang; Pritom Saha Akash; Kevin Chen-Chuan Chang (ACL (Findings), 2025)

RL-based Query Rewriting with Distilled LLM for online E-Commerce Systems. - Duy A. Nguyen; Rishi Kesav Mohan; Van Yang; Pritom Saha Akash; Kevin Chen-Chuan Chang (CoRR, 2025)

Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation. - Duy A. Nguyen; Quan Huu Do; Khoa D. Doan; Minh N. Do (CoRR, 2025)