Principle Supervisor of Huu Hiep Nguyen
PhD course, Deakin University, 2025
F975, PhD. Candidate Hiep Nguyen. Multimodal Time-series Forecasting Using Large Language Model. 2025-2028
Publications
Reviving Error Correction in Modern Deep Time-Series Forecasting
Published/Accepted at ICML, 2026
Authors: Minh Hoang Nguyen†, Van Dai Do, Huu Hiep Nguyen, Dung Nguyen, Kien Do, Hung Le†
Code•Link
Spectral Text Fusion: A Frequency-Aware Approach to Multimodal Time-Series Forecasting
Published/Accepted at AISTATS, 2026
Authors: Huu Hiep Nguyen, Minh Hoang Nguyen, Dung Nguyen, Hung Le
Link
Accelerating Long-Term Molecular Dynamics with Physics-Informed Time-Series Forecasting
Published/Accepted at ICDM, 2025
Authors: Hung Le, Sherif Abbas, Minh Hoang Nguyen, Van Dai Do, Huu Hiep Nguyen, Dung Nguyen
Link•PDF