Scholar
Duy A. Nguyen
Google Scholar ID: -NRwc8EAAAAJ
PhD Candidate, CS @ UIUC
Citations & Impact
Citations
124
H-index
7
i10-index
5
Publications
15
Co-authors
8
list available
Publications
Resume (English only)
Background
- PhD candidate in Computer Science at the University of Illinois Urbana-Champaign (UIUC)
- Research focuses on multimodal learning, representation learning, semi-supervised and self-supervised learning
- Interested in handling extreme cases in multimodal systems with incomplete or inconsistent data to improve model trustworthiness
- Works on uncertainty estimation to enhance model reliability and interpretability
- Currently shifting focus to Large Multimodal Models (LMMs), aiming to develop plug-in techniques that improve efficiency and reliability of existing LLMs without building new ones
