Selected Publications

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

• Nguyen, G., Brugere, I., Sharma, S., Kariyappa, S., Nguyen, A.T. and Lecue, F., 2025. Interpretable LLM-based Table Question Answering. (Transactions on Machine Learning Research)

• Nguyen, G., Taesiri, M.R., Kim, S.S. and Nguyen, A., 2024. Allowing humans to interactively guide machines where to look does not always improve a human-AI team’s classification accuracy. (CVPRW2024)

• Nguyen, G., Chen, V., Taesiri, M.R. and Nguyen, A., 2024. PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans. (Transactions on Machine Learning Research and ICLR2025)

• Nguyen, G., Taesiri, M., Nguyen, A., 2022. Visual correspondence-based explanations improve human-AI team accuracy. (NeurIPS2022, XAI4CV@CVPR2022). Two first authors contributed equally.

• Nguyen, G., Kim, D. and Nguyen, A., 2021. The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. (NeurIPS2021, WHMD@NeurIPS2021).

• Nguyen G., Chen S., Jun T.J., Kim D. (2021) Explaining How Deep Neural Networks Forget by Deep Visualization. (ICPR2020).