Publications

See my Google Scholar profile for the most up-to-date and complete list of publications.

2025

TMLR 2025 Interpretable LLM-based Table Question Answering

Nguyen, G., Brugere, I., Sharma, S., Kariyappa, S., Nguyen, A.T. and Lecue, F.

Paper

2024

TMLR & ICLR 2025 PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans

Nguyen, G., Chen, V., Taesiri, M.R. and Nguyen, A.

Paper arXiv

CVPR Workshop 2024 Allowing Humans to Interactively Guide Machines Where to Look Does Not Always Improve a Human-AI Team's Classification Accuracy

Nguyen, G., Taesiri, M.R., Kim, S.S. and Nguyen, A.

Paper

2022

NeurIPS 2022 Visual Correspondence-based Explanations Improve Human-AI Team Accuracy

Nguyen, G.*, Taesiri, M.*, Nguyen, A. (*Equal contribution)

Paper OpenReview

2021

NeurIPS 2021 The Effectiveness of Feature Attribution Methods and Its Correlation with Automatic Evaluation Scores

Nguyen, G., Kim, D. and Nguyen, A.

Paper

2020

ICPR 2020 Explaining How Deep Neural Networks Forget by Deep Visualization

Nguyen G., Chen S., Jun T.J., Kim D.

Paper arXiv