Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal Data. - Hyunseob Kim; Tae Joon Jun; Giang Nguyen 004; Daeyoung Kim 001 (ICONIP (1), 2019)

ContCap: A comprehensive framework for continual image captioning. - Giang Nguyen 004; Tae Joon Jun; Trung Tran; Daeyoung Kim 001 (CoRR, 2019)

Explaining How Deep Neural Networks Forget by Deep Visualization. - Giang Nguyen 004; Shuan Chen; Tae Joon Jun; Daeyoung Kim 001 (ICPR Workshops (3), 2020)

Simple Multi-Resolution Representation Learning for Human Pose Estimation. - Trung Q. Tran; Giang V. Nguyen 001; Daeyoung Kim 001 (ICPR, 2020)

Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. - Giang Nguyen 004; Shuan Chen; Thao Do; Tae Joon Jun; Ho-Jin Choi; Daeyoung Kim 001 (CoRR, 2020)

The effectiveness of feature attribution methods and its correlation with automatic evaluation scores. - Giang Nguyen 004; Daeyoung Kim 001; Anh Nguyen 002 (NeurIPS, 2021)

Visual correspondence-based explanations improve AI robustness and human-AI team accuracy. - Mohammad Reza Taesiri; Giang Nguyen 004; Anh Nguyen 002 (NeurIPS, 2022)

ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification. - Mohammad Reza Taesiri; Giang Nguyen 004; Sarra Habchi; Cor-Paul Bezemer; Anh Nguyen 002 (NeurIPS, 2023)

Zoom is what you need: An empirical study of the power of zoom and spatial biases in image classification. - Mohammad Reza Taesiri; Giang Nguyen 004; Sarra Habchi; Cor-Paul Bezemer; Anh Nguyen 002 (CoRR, 2023)

Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation. - Son Nguyen; Mikel Lainsa; Hung Dao; Daeyoung Kim 001; Giang Nguyen 004 (CoRR, 2023)

Allowing Humans to Interactively Guide Machines Where to Look Does Not Always Improve Human-AI Team's Classification Accuracy. - Giang Nguyen 004; Mohammad Reza Taesiri; Sunnie S. Y. Kim; Anh Totti Nguyen (XAI4CV, 2024)

PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans. - Giang (Dexter) Nguyen; Valerie Chen; Mohammad Reza Taesiri; Anh Totti Nguyen (Trans. Mach. Learn. Res., 2024)

Interpretable LLM-based Table Question Answering. - Giang Nguyen 004; Ivan Brugere; Shubham Sharma; Sanjay Kariyappa; Anh Totti Nguyen; Freddy Lécué (Trans. Mach. Learn. Res., 2025)

VDInstruct: Zero-Shot Key Information Extraction via Content-Aware Vision Tokenization. - Son Nguyen; Giang Nguyen 004; Hung Dao; Thao Do; Daeyoung Kim 001 (CoRR, 2025)