Contrastive Masked Autoencoders for Character-Level Open-Set Writer Identification. - Xiaowei Jiang; Wenhao Ma; Yiqun Duan; Thomas Do; Chin-Teng Lin (SMC, 2024)

Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings. - Jinzhao Zhou; Yiqun Duan; Ziyi Zhao; Yu-Cheng Chang; Yu-Kai Wang; Thomas Do; Chin-Teng Lin (CoRR, 2024)

BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding. - Jinzhao Zhou; Yiqun Duan; Yu-Cheng Fred Chang; Thomas Do; Yu-Kai Wang; Chin-Teng Lin (CoRR, 2024)

A Fuzzy-based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy. - Xiaowei Jiang; Liang Ou; Yanan Chen; Na Ao; Yu-Cheng Chang; Thomas Do; Chin-Teng Lin (CoRR, 2024)

iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System. - Xiaowei Jiang; Beining Cao; Liang Ou; Yu-Cheng Chang; Thomas Do; Chin-Teng Lin (CoRR, 2024)

A Self-Constructing Multi-Expert Fuzzy System for High-dimensional Data Classification. - Yingtao Ren; Yu-Cheng Chang; Thomas Do; Zehong Cao; Chin-Teng Lin (CoRR, 2024)

AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems. - Zhuoli Zhuang; Cheng-You Lu; Yu-Cheng Fred Chang; Yu-Kai Wang; Thomas Do; Chin-Teng Lin (CHI, 2025)

EMD-Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP. - Beining Cao; Xiaowei Jiang; Daniel Leong; Charlie Li-Ting Tsai; Yu-Cheng Chang; Thomas Do; Chin-Teng Lin (CoRR, 2025)

Neural Spelling: A Spell-Based BCI System for Language Neural Decoding. - Xiaowei Jiang; Charles Zhou; Yiqun Duan; Ziyi Zhao; Thomas Do; Chin-Teng Lin (CoRR, 2025)

Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces. - Xiaowei Jiang; Yanan Chen; Nikhil Ranjan Pal; Yu-Cheng Chang; Yunkai Yang; Thomas Do; Chin-Teng Lin (CoRR, 2025)

Pretraining Large Brain Language Model for Active BCI: Silent Speech. - 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 (CoRR, 2025)

A Fuzzy Logic-Based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy. - Xiaowei Jiang; Liang Ou; Yanan Chen; Na Ao; Yu-Cheng Chang; Thomas Do; Chin-Teng Lin (IEEE Trans. Fuzzy Syst., 2025)