Quoc-Toan Nguyen

11 papers A* 1B 1Journal 1Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
Explainable AI for Dementia Detection Using EEG Microstates.
IUI Companion
Quoc-Toan Nguyen, Linh Le, David Williams-King, Quang-Hieu Tang, Nghia Duong-Trung
2025 — conf
A Deep-Learning Framework for Land-Sliding Classification from Remote Sensing Image.
MIWAI (1)
Quang-Hieu Tang, Nhat-Truong Vo Dinh, Dong-Dong Pham, Quoc-Toan Nguyen, Lam Pham, Truong Nguyen
2025 — conf
Emotion Recognition Using Text Embedding Models: Wearable and Wireless EEG Without Fixed EEG Channel Configurations.
UMAP (Adjunct Publication)
Quoc-Toan Nguyen, Huiru Zheng, Tahia Tazin, Linh Le, Tuan L. Vo, Nhu-Tri Tran, David Williams-King, Benjamin Tag
2025 B conf
Learning Disorder Detection Using Eye Tracking: Are Large Language Models Better Than Machine Learning?
ETRA
Quoc-Toan Nguyen, Hy Nguyen, Quang-Hieu Tang, Tien Truong, Van-Tuan Pham, Linh Le, David Williams-King
2025 — conf
Predicting Progression from Mild Cognitive Impairment to Alzheimer's Using an AI-Based Multimodal Approach.
PAKDD (Workshops)
Quoc-Toan Nguyen, Nghia Duong-Trung
2025 A* conf
Pretraining Large Brain Language Model for Active BCI: Silent Speech.
ACM Multimedia
Jinzhao Zhou, Zehong Cao, Yiqun Duan, Connor Barkley, Daniel Leong, Xiaowei Jiang, Quoc-Toan Nguyen, Ziyi Zhao, Thomas Do, Yu-Cheng Chang, Sheng-Fu Liang, Chin-Teng Lin
2025 J jnl
Pretraining Large Brain Language Model for Active BCI: Silent Speech.
CoRR
Jinzhao Zhou, Zehong Cao, Yiqun Duan, Connor Barkley, Daniel Leong, Xiaowei Jiang, Quoc-Toan Nguyen, Ziyi Zhao, Thomas Do, Yu-Cheng Chang, Sheng-Fu Liang, Chin-Teng Lin
2025 — conf
Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection.
ACL (4)
Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, Thomas Do, Chin-Teng Lin
2024 — conf
Advancing Early Alzheimer's Disease Detection in Underdeveloped Areas with Fair Explainable AI Methods.
AIES (2)
Quoc-Toan Nguyen
2024 — conf
Echo-GRU: Emotion Recognition Using Wearable EEG Supporting Early Alzheimer's Disease Detection.
ICPR (Workshops and Challenges, 1)
Quoc-Toan Nguyen
2024 — conf
FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop.
UbiComp Companion
Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Thomas Do, Chin-Teng Lin