Cuntai T. Guan
Singapore, Singapore
Last Updated: 09/26/2026
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Found 202 publications
SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges.
Journal: IEEE transactions on pattern analysis and machine intelligence
Published: August 21, 2026
Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech.
Journal: IEEE journal of biomedical and health informatics
Published: July 21, 2026
Neuroscience-Inspired Hierarchical GNN for Grasping Attempt Classification.
Journal: IEEE journal of biomedical and health informatics
Published: July 15, 2026
Emerging Frontiers and Technological Challenges in Soft Robotics.
Journal: ACS nano
Published: July 09, 2026
Decoupled Hierarchical Distillation for Multimodal Emotion Recognition.
Journal: IEEE transactions on pattern analysis and machine intelligence
Published: February 03, 2026
Decoding Covert Speech From EEG by Functional Areas Spatio-Temporal Transformer.
Journal: IEEE journal of biomedical and health informatics
Published: January 12, 2026
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-Based Gait Decoding.
Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Published: December 22, 2025
Block-Champagne: A Novel Bayesian Framework for Imaging Extended E/MEG Source.
Journal: IEEE transactions on medical imaging
Published: December 10, 2025
Discovering Interpretable Semantics from Radio Signals for Contactless Cardiac Monitoring.
Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)
Published: December 10, 2025
Decoding Human Attentive States from Spatial-temporal EEG Patches Using Transformers.
Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025
Bioinspired Heat-Induced Viscoelasticity-Switchable Electrodes for Conformal Brain-Computer Interfaces.
Journal: Advanced materials (Deerfield Beach, Fla.)
Published: September 12, 2025
Explaining E/MEG Source Imaging and Beyond: An Updated Review.
Journal: IEEE journal of biomedical and health informatics
Published: July 11, 2025
Last Updated: 09/26/2026