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C

Cuntai Guan

Nanyang Technological University

80H-index
545Paper Count
2.8WCitation Count
Published Papers 98
Publication Date
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Neural correlating-guided decoding via static-prototype contrastive Mamba and spatiotemporal learning
errExpert Systems with Applications
IF7.5
err2026-08-25
err0
PREAI
errJiarong Wang; Luzheng Bi; Weijie Fei; Cuntai Guan
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errSave
Hierarchical Vision-Language Interaction for Facial Action Unit Detection
errIEEE Transactions on Affective Computing
IF9.8
err2026-02-17
err0
PREAI
errYong Li; Yi Ren; Yizhe Zhang; Wenhua Zhang; Tianyi Zhang; Muyun Jiang; Guo-Sen Xie; Cuntai Guan
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errSave
Adaptive bottleneck transformer for multimodal EEG, audio, and vision fusion
errExpert Systems with Applications
IF7.5
err2026-02-04
err0
PREAI
errSabina Bralina; Adnan Yazici; Cuntai Guan; Min-Ho Lee
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errSave
Decoupled Hierarchical Distillation for Multimodal Emotion Recognition
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-02-03
err0
PREAI
errYong Li; Yuanzhi Wang; Yi Ding; Shiqing Zhang; Ke Lu; Cuntai Guan
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errSave
EEG-to-gait decoding via phase-aware representation learning
errNeural Networks
IF6.3
err2026-01-16
err0
PREAI
errXi Fu; Weibang Jiang; Rui Liu; Gernot R. Müller-Putz; Cuntai Guan
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errSave
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-Based Gait Decoding
errIEEE Transactions on Neural Systems and Rehabilitation Engineering
IF5.2
err2026-01-01
err0
errOAAI
errXi Fu; Rui Liu; Aung Aung Phyo Wai; Hannah Pulferer; Neethu Robinson; Gernot R. Müller-Putz; Cuntai Guan
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errSave
Brain-computer-interface-based intervention increases brain functional segregation in cognitively normal older adults
errAGE AND AGEING
IF7.1
err2025-09-01
err0
PREAI
errQian, Xing; Ng, Kwun Kei; Yeo, Si Ning; Loke, Yng Miin; Cheung, Yin Bun; Feng, Lei; Chong, Mei Sian; Ng, Tze Pin; Krishnan, K. Ranga Rama; Guan, Cuntai; Lee, Tih-Shih; Zhou, Juan Helen
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errSave
Decoding olfactory response from neurophysiological signal with a multi modal deep learning framework
errNeural Networks
IF6.3
err2025-06-28
err0
errOAAI
errChengxuan Tong; Yi Ding; Aung Aung Phyo Wai; Hui Xin Joanna Chua; Xiaorong Wu; Kevin JunLiang Lim; Cuntai Guan
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errSave
Deep optimal transport for domain adaptation on SPD manifolds
errartificial intelligence review
IF4.6
err2025-05-28
err0
errOAAI
errJu, Ce; Guan, Cuntai
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errSave
Self-distillation with beta label smoothing-based cross-subject transfer learning for P300 classification
errPATTERN RECOGNITION
IF7.6
err2025-03-01
err0
PREAI
errLi, Shurui; Zhao, Liming; Liu, Chang; Jin, Jing; Guan, Cuntai
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errSave
Federated Graph Neural Networks: Overview, Techniques, and Challenges
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err11
errOAAI
errLiu, Rui; Xing, Pengwei; Deng, Zichao; Li, Anran; Guan, Cuntai; Yu, Han
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errSave
Non-Invasive Brain-Computer Interfaces: State of the Art and Trends
errIEEE Reviews in Biomedical Engineering
IF12
err2025-01-01
err0
errOAAI
errBradley J. Edelman; Shuailei Zhang; Gerwin Schalk; Peter Brunner; Gernot Müller-Putz; Cuntai Guan; Bin He
errShare
errSave
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection
errIEEE Transactions on Affective Computing
IF9.8
err2025-01-01
err0
PREAI
errYong Li; Yi Ren; Xuesong Niu; Yi Ding; Xiu-Shen Wei; Cuntai Guan
errShare
errSave
Inter-participant transfer learning with attention based domain adversarial training for P300 detection
errNEURAL NETWORKS
IF6.3
err2024-12-01
err3
PREAI
errLi, Shurui; Daly, Ian; Guan, Cuntai; Cichocki, Andrzej; Jin, Jing
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errSave
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective From the Time-Frequency Analysis
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err3
errOAAI
errJu, Ce; Guan, Cuntai
errShare
errSave
Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention
errNEURAL NETWORKS
IF6.3
err2024-10-01
err1
PREAI
errSun, Hao; Ding, Yi; Bao, Jianzhu; Qin, Ke; Tong, Chengxuan; Jin, Jing; Guan, Cuntai
errShare
errSave
LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-07-01
err23
errOAAI
errDing, Yi; Robinson, Neethu; Tong, Chengxuan; Zeng, Qiuhao; Guan, Cuntai
errShare
errSave
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-07-01
err1
errOAAI
errDing, Yi; Zhang, Su; Tang, Chuangao; Guan, Cuntai
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errSave
Machine learning-guided realization of full-color high-quantum-yield carbon quantum dots
errNATURE COMMUNICATIONS
IF15.7
err2024-06-06
err25
errOAAI
errGuo, Huazhang; Lu, Yuhao; Lei, Zhendong; Bao, Hong; Zhang, Mingwan; Wang, Zeming; Guan, Cuntai; Tang, Bijun; Liu, Zheng; Wang, Liang
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errSave
Subject-independent meta-learning framework towards optimal training of EEG-based classifiers
errNEURAL NETWORKS
IF6.3
err2024-04-01
err9
PREAI
errNg, Han Wei; Guan, Cuntai
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Shuicheng Yan
H-index: 175 · Papers: 1.8K
N
Niels Birbaumer
H-index: 145 · Papers: 1.2K
A
Andrés M. Lozano
H-index: 140 · Papers: 1.2K
余
余焓 (Yu Han)
H-index: 137 · Papers: 1.5K
刘
刘正 (Zheng Liu)
H-index: 134 · Papers: 1.1K
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