Cuntai Guan - RankMe

376 papers A* 4A 5B 48C 9Misc 14Journal 163Unranked 132

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive bottleneck transformer for multimodal EEG, audio, and vision fusion. Expert Syst. Appl. Sabina Bralina, Adnan Yazici, Cuntai Guan, Min-Ho Lee
2026	J	`jnl`	Decoupled Hierarchical Distillation for Multimodal Emotion Recognition. CoRR Yong Li, Yuanzhi Wang, Yi Ding, Shiqing Zhang, Ke Lu, Cuntai Guan
2026	J	`jnl`	DepFlow: Disentangled Speech Generation to Mitigate Semantic Bias in Depression Detection. CoRR Yuxin Li, Xiangyu Zhang, Yifei Li, Zhiwei Guo, Haoyang Zhang, Eng Siong Chng, Cuntai Guan
2026	A*	`conf`	EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training. AAAI Yuting Tang, Weibang Jiang, Shanglin Li, Yong Li, Chenyu Liu, Xinliang Zhou, Yi Ding, Cuntai Guan
2026	J	`jnl`	EEG-to-gait decoding via phase-aware representation learning. Neural Networks Xi Fu, Weibang Jiang, Rui Liu, Gernot R. Müller-Putz, Cuntai Guan
2026	J	`jnl`	Hierarchical Vision-Language Interaction for Facial Action Unit Detection. CoRR Yong Li, Yi Ren, Yizhe Zhang, Wenhua Zhang, Tianyi Zhang, Muyun Jiang, Guo-Sen Xie, Cuntai Guan
2025	J	`jnl`	AutoMAT: A Hierarchical Framework for Autonomous Alloy Discovery. CoRR Penghui Yang, Chendong Zhao, Bijun Tang, Zhonghan Zhang, Xinrun Wang, Yanchen Deng, Yuhao Lu, Cuntai Guan, Zheng Liu, Bo An
2025	J	`jnl`	Automated Depression Detection From Text and Audio: A Systematic Review. IEEE J. Biomed. Health Informatics Yuxin Li, Sinchana Kumbale, Yanru Chen, Tanmay Surana, Eng Siong Chng, Cuntai Guan
2025	J	`jnl`	Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection. CoRR Yong Li, Yi Ren, Xuesong Niu, Yi Ding, Xiu-Shen Wei, Cuntai Guan
2025	J	`jnl`	Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection. IEEE Trans. Affect. Comput. Yong Li, Yi Ren, Xuesong Niu, Yi Ding, Xiu-Shen Wei, Cuntai Guan
2025	J	`jnl`	BrainPro: Towards Large-scale Brain State-aware EEG Representation Learning. CoRR Yi Ding, Muyun Jiang, Weibang Jiang, Shuailei Zhang, Xinliang Zhou, Chenyu Liu, Shanglin Li, Yong Li, Cuntai Guan
2025	Misc	`conf`	CAT-Net: A Co-Adaptive Transfer Learning Network for BCI-Assisted Neurorehabilitation. ICASSP Shuailei Zhang, Yi Ding, Muyun Jiang, Ning Tang, Effie Chew, Kai Keng Ang, Cuntai Guan
2025	J	`jnl`	Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer. CoRR Muyun Jiang, Yi Ding, Wei Zhang, Kok Ann Colin Teo, Laiguan Fong, Shuailei Zhang, Zhiwei Guo, Chenyu Liu, Raghavan Bhuvanakantham, Wei Khang Jeremy Sim, Chuan Huat Vince Foo, Rong Hui Jonathan Chua, Parasuraman Padmanabhan, Victoria Leong, Jia Lu, Balázs Gulyás, Cuntai Guan
2025	J	`jnl`	Decoding olfactory response from neurophysiological signal with a multi modal deep learning framework. Neural Networks Chengxuan Tong, Yi Ding, Aung Aung Phyo Wai, Hui Xin Joanna Chua, Xiaorong Wu, Kevin Junliang Lim, Cuntai Guan
2025	J	`jnl`	Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection. CoRR Yong Li, Menglin Liu, Zhen Cui, Yi Ding, Yuan Zong, Wenming Zheng, Shiguang Shan, Cuntai Guan
2025	J	`jnl`	Decoupled Doubly Contrastive Learning for Cross-Domain Facial Action Unit Detection. IEEE Trans. Image Process. Yong Li, Menglin Liu, Zhen Cui, Yi Ding, Yuan Zong, Wenming Zheng, Shiguang Shan, Cuntai Guan
2025	J	`jnl`	Deep optimal transport for domain adaptation on SPD manifolds. Artif. Intell. Ce Ju, Cuntai Guan
2025	J	`jnl`	EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training. CoRR Yuting Tang, Weibang Jiang, Shanglin Li, Yong Li, Chenyu Liu, Xinliang Zhou, Yi Ding, Cuntai Guan
2025	J	`jnl`	EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces. IEEE J. Biomed. Health Informatics Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Chenyu Liu, Xinliang Zhou, Cuntai Guan
2025	J	`jnl`	EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding. CoRR Xi Fu, Rui Liu, Aung Aung Phyo Wai, Hannah S. Pulferer, Neethu Robinson, Gernot R. Müller-Putz, Cuntai Guan
2025	J	`jnl`	EEGDM: EEG Representation Learning via Generative Diffusion Model. CoRR Jia Hong Puah, Sim Kuan Goh, Ziwei Zhang, Zixuan Ye, Chow Khuen Chan, Kheng Seang Lim, Si Lei Fong, Kok Sin Woon, Cuntai Guan
2025	J	`jnl`	ELASTIQ: EEG-Language Alignment with Semantic Task Instruction and Querying. CoRR Muyun Jiang, Shuailei Zhang, Zhenjie Yang, Mengjun Wu, Weibang Jiang, Zhiwei Guo, Wei Zhang, Rui Liu, Shangen Zhang, Yong Li, Yi Ding, Cuntai Guan
2025	J	`jnl`	EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition. IEEE Trans. Neural Networks Learn. Syst. Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li, Kevin Junliang Lim, Cuntai Guan
2025	Misc	`conf`	Enhancing EEG-based Covert Speech Decoding through Knowledge Transfer. ICASSP Zhiwei Guo, Muyun Jiang, Chenyu Liu, Min Wu, Jia Lu, Balázs Gulyás, Cuntai Guan
2025	J	`jnl`	Explaining E/MEG Source Imaging and Beyond: An Updated Review. IEEE J. Biomed. Health Informatics Zhao Feng, Ioannis Kakkos, George K. Matsopoulos, Cuntai Guan, Yu Sun
2025	J	`jnl`	Federated Graph Neural Networks: Overview, Techniques, and Challenges. IEEE Trans. Neural Networks Learn. Syst. Rui Liu, Pengwei Xing, Zichao Deng, Anran Li, Cuntai Guan, Han Yu
2025	J	`jnl`	Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech. CoRR Yuxin Li, Eng Siong Chng, Cuntai Guan
2025	J	`jnl`	MATAI: A Generalist Machine Learning Framework for Property Prediction and Inverse Design of Advanced Alloys. CoRR Yanchen Deng, Chendong Zhao, Yixuan Li, Bijun Tang, Xinrun Wang, Zhonghan Zhang, Yuhao Lu, Penghui Yang, Jianguo Huang, Yushan Xiao, Cuntai Guan, Zheng Liu, Bo An
2025	J	`jnl`	SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges. CoRR Ce Ju, Reinmar J. Kobler, Antoine Collas, Motoaki Kawanabe, Cuntai Guan, Bertrand Thirion
2025	J	`jnl`	STARTS: A Self-Adapted Spatio-Temporal Framework for Automatic E/MEG Source Imaging. IEEE Trans. Medical Imaging Zhao Feng, Cuntai Guan, Ruifeng Zheng, Yu Sun
2025	J	`jnl`	Self-distillation with beta label smoothing-based cross-subject transfer learning for P300 classification. Pattern Recognit. Shurui Li, Liming Zhao, Chang Liu, Jing Jin, Cuntai Guan
2025	J	`jnl`	Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities. CoRR Xi Fu, Wei-Bang Jiang, Yi Ding, Cuntai Guan
2025	J	`jnl`	Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment. CoRR Zehui Feng, Chenqi Zhang, Mingru Wang, Minuo Wei, Shiwei Cheng, Cuntai Guan, Ting Han
2025	J	`jnl`	Zero-Shot EEG-to-Gait Decoding via Phase-Aware Representation Learning. CoRR Xi Fu, Weibang Jiang, Rui Liu, Gernot R. Müller-Putz, Cuntai Guan
2025	J	`jnl`	crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023. CoRR Navodini Wijethilake, Reuben Dorent, Marina Ivory, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Mohamed Okasha, Anna Oviedova, Hexin Dong, Bogyeong Kang, Guillaume Sallé, Luyi Han, Ziyuan Zhao, Han Liu, Tao Yang, Shahad Hardan, Hussain Alasmawi, Santosh Sanjeev, Yuzhou Zhuang, Satoshi Kondo, Maria G. Baldeon Calisto, Shaikh Muhammad Uzair Noman, Cancan Chen, Ipek Oguz, Rongguo Zhang, Mina Rezaei, Susana K. Lai-Yuen, Satoshi Kasai, Chih-Cheng Hung, Mohammad Yaqub, Lisheng Wang, Benoit M. Dawant, Cuntai Guan, Ritse Mann, Vincent Jaouen, Ji-Wung Han, Li Zhang, Jonathan Shapey, Tom Vercauteren
2024	J	`jnl`	Aggregating intrinsic information to enhance BCI performance through federated learning. Neural Networks Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
2024	—	`conf`	Bi-hemisphere Interaction Convolutional Neural Network for Motor Imagery Classification. EMBC Xiaohao Lin, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Han Wei Ng, Cuntai Guan
2024	—	`conf`	Brain-Computer-Brain system for individualized transcranial alternating current stimulation with concurrent EEG recording: a healthy subject pilot study. EMBC Rosary Yuting Lim, Muyun Jiang, Kai Keng Ang, Xiaohao Lin, Cuntai Guan
2024	B	`conf`	CASTNet: Cycle-Consistent Attention-based Network for Decoding Open/Close Hand Movement Attempts using EEG. IJCNN Han Wei Ng, Kavitha P. Thomas, Neethu Robinson, Aung Aung Phyo Wai, Leran Jenny Liang, Nishka Khendry, Aarthy Nagarajan, Cuntai Guan
2024	A*	`conf`	Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data. ICLR Ce Ju, Reinmar J. Kobler, Liyao Tang, Cuntai Guan, Motoaki Kawanabe
2024	—	`conf`	Dual Prototypical Self-Supervised Learning for One-shot Medical Image Segmentation. EMBC Ziyuan Zhao, Zhi Qing Ng, Zhongyao Cheng, Jiahao Wang, XuLei Yang, Hanry Yu, Cuntai Guan
2024	J	`jnl`	ECGAN-Assisted ResT-Net Based on Fuzziness for OSA Detection. IEEE Trans. Biomed. Eng. Zhiya Wang, Xue Pan, Zhen Mei, Zhifei Xu, Yudan Lv, Yuan Zhang, Cuntai Guan
2024	J	`jnl`	EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces. CoRR Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Cuntai Guan
2024	J	`jnl`	EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition. CoRR Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li, Kevin Lim Jun Liang, Cuntai Guan
2024	J	`jnl`	Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective From the Time-Frequency Analysis. IEEE Trans. Neural Networks Learn. Syst. Ce Ju, Cuntai Guan
2024	J	`jnl`	Inter-participant transfer learning with attention based domain adversarial training for P300 detection. Neural Networks Shurui Li, Ian Daly, Cuntai Guan, Andrzej Cichocki, Jing Jin
2024	J	`jnl`	LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan
2024	B	`conf`	Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. IJCNN Kairui Hu, Ming Yan, Wen Haw Chong, Yong Keong Yap, Cuntai Guan, Joey Tianyi Zhou, Ivor W. Tsang
2024	J	`jnl`	Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention. Neural Networks Hao Sun, Yi Ding, Jianzhu Bao, Ke Qin, Chengxuan Tong, Jing Jin, Cuntai Guan
2024	J	`jnl`	MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. IEEE J. Biomed. Health Informatics Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan
2024	J	`jnl`	Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing. IEEE Trans. Cogn. Dev. Syst. Mengru Xu, Zhao Feng, Sujie Wang, Hui Gao, Jiaye Cai, Biwen Wu, Huaying Cai, Yi Sun, Cuntai Guan, Yu Sun, Xuchen Qi
2024	—	`conf`	Multi-dataset Collaborative Learning for Liver Tumor Segmentation. EMBC Ziyuan Zhao, Renjun Cai, Kaixin Xu, Zhengji Liu, XuLei Yang, Jun Cheng, Cuntai Guan
2024	—	`conf`	Reconstruction of Continuous Hand Grasp Movement from EEG Using Deep Learning. EMBC Yuting Tang, Neethu Robinson, Xi Fu, Kavitha P. Thomas, Aung Aung Phyo Wai, Cuntai Guan
2024	J	`jnl`	Revealing the spatiotemporal brain dynamics of covert speech compared with overt speech: A simultaneous EEG-fMRI study. NeuroImage Wei Zhang, Muyun Jiang, Kok Ann Colin Teo, Raghavan Bhuvanakantham, Laiguan Fong, Wei Khang Jeremy Sim, Zhiwei Guo, Chuan Huat Vince Foo, Rong Hui Jonathan Chua, Parasuraman Padmanabhan, Victoria Leong, Jia Lu, Balázs Gulyás, Cuntai Guan
2024	—	`conf`	SHAN: Shape Guided Network for Thyroid Nodule Ultrasound Cross-Domain Segmentation. MICCAI (4) Ruixuan Zhang, Wenhuan Lu, Cuntai Guan, Jie Gao, Xi Wei, Xuewei Li
2024	—	`conf`	See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos. MICCAI (6) Ziyuan Zhao, Fen Fang, XuLei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou
2024	A	`conf`	Self-Selecting Semi-Supervised Transformer-Attention Convolutional Network for Four Class EEG-Based Motor Imagery Decoding. IROS Han Wei Ng, Cuntai Guan
2024	J	`jnl`	Subject-independent meta-learning framework towards optimal training of EEG-based classifiers. Neural Networks Han Wei Ng, Cuntai Guan
2024	B	`conf`	Unsupervised Few-Shot Adaptive Re-Learning for EEG-Based Motor Imagery Classification. SMC Han Wei Ng, Cuntai Guan
2023	J	`jnl`	A transformer-based deep neural network model for SSVEP classification. Neural Networks Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan
2023	J	`jnl`	ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training. IEEE Trans. Emerg. Top. Comput. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
2023	J	`jnl`	Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning. CoRR Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
2023	—	`conf`	Continuous Erroneous Feedback Processing during Deviation from the Road within a 2D Steering Task. EMBC Hannah S. Pulferer, Cuntai Guan, Gernot R. Müller-Putz
2023	J	`jnl`	E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System. IEEE Trans. Affect. Comput. Tao Xu, Hongtao Wang, Guanyong Lu, Feng Wan, Mengqi Deng, Peng Qi, Anastasios Bezerianos, Cuntai Guan, Yu Sun
2023	J	`jnl`	Effects of Cognitive Distraction on Upper Limb Movement Decoding From EEG Signals. IEEE Trans. Biomed. Eng. Weijie Fei, Luzheng Bi, Jiarong Wang, Shengchao Xia, Xinan Fan, Cuntai Guan
2023	—	`conf`	Efficient Representation Learning for Inner Speech Domain Generalization. CAIP (1) Han Wei Ng, Cuntai Guan
2023	J	`jnl`	Enhancing the confidence of deep learning classifiers via interpretable saliency maps. Neurocomputing Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Cuntai Guan
2023	—	`conf`	GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition. EMBC Yi Ding, Cuntai Guan
2023	—	`conf`	Gait Pattern Recognition Based on Supervised Contrastive Learning Between EEG and EMG. EMBC Xi Fu, Cuntai Guan
2023	J	`jnl`	Interpretable and Robust AI in EEG Systems: A Survey. CoRR Xinliang Zhou, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu
2023	J	`jnl`	LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2023	J	`jnl`	MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. CoRR Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan
2023	—	`conf`	MS-MT++: Enhanced Multi-scale Mean Teacher for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BraTS/CrossMoDA@MICCAI Ziyuan Zhao, Ruikai Lin, Kaixin Xu, XuLei Yang, Cuntai Guan
2023	J	`jnl`	MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. CoRR Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, XuLei Yang, Cuntai Guan
2023	—	`conf`	MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG. EMBC Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Cuntai Guan
2023	J	`jnl`	Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. CoRR Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2023	—	`conf`	Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CVPR Workshops Su Zhang, Ziyuan Zhao, Cuntai Guan
2023	J	`jnl`	Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CoRR Su Zhang, Ziyuan Zhao, Cuntai Guan
2023	J	`jnl`	OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation. IEEE Trans. Biomed. Eng. Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn
2023	J	`jnl`	Quantifying Explainability of Saliency Methods in Deep Neural Networks With a Synthetic Dataset. IEEE Trans. Artif. Intell. Erico Tjoa, Cuntai Guan
2023	J	`jnl`	Robust Bayesian Estimation of EEG-Based Brain Causality Networks. IEEE Trans. Biomed. Eng. Ke Liu, Qin Lai, Peiyang Li, Zhuliang Yu, Bin Xiao, Cuntai Guan, Wei Wu
2023	—	`conf`	Score-Based Data Generation for EEG Spatial Covariance Matrices: Towards Boosting BCI Performance. EMBC Ce Ju, Reinmar Josef Kobler, Cuntai Guan
2023	J	`jnl`	Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
2023	A*	`conf`	SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. IJCAI Ziyuan Zhao, Peisheng Qian, XuLei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
2023	J	`jnl`	SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. CoRR Ziyuan Zhao, Peisheng Qian, XuLei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
2023	J	`jnl`	TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition. IEEE Trans. Affect. Comput. Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan
2023	J	`jnl`	Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification. IEEE Trans. Neural Networks Learn. Syst. Ce Ju, Cuntai Guan
2023	J	`jnl`	Video Based Cocktail Causal Container for Blood Pressure Classification and Blood Glucose Prediction. IEEE J. Biomed. Health Informatics Chuanhao Zhang, Emil Jovanov, Hongen Liao, Yuan-Ting Zhang, Benny Lo, Yuan Zhang, Cuntai Guan
2023	J	`jnl`	μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates. NeuroImage Zhao Feng, Sujie Wang, Linze Qian, Mengru Xu, Kuijun Wu, Ioannis Kakkos, Cuntai Guan, Yu Sun
2022	J	`jnl`	A Transformer-based deep neural network model for SSVEP classification. CoRR Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan
2022	B	`conf`	ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation. ICIP Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation. CoRR Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	Brain-Controlled Multi-Robot at Servo-Control Level Based on Nonlinear Model Predictive Control. Complex Syst. Model. Simul. Zhenge Yang, Luzheng Bi, Weiming Chi, Haonan Shi, Cuntai Guan
2022	—	`conf`	Continuous Emotion Recognition using Visual-audio-linguistic Information: A Technical Report for ABAW3. CVPR Workshops Su Zhang, Ruyi An, Yi Ding, Cuntai Guan
2022	J	`jnl`	Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3. CoRR Su Zhang, Ruyi An, Yi Ding, Cuntai Guan
2022	J	`jnl`	Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition. CoRR Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan
2022	J	`jnl`	Deep Optimal Transport on SPD Manifolds for Domain Adaptation. CoRR Ce Ju, Cuntai Guan
2022	J	`jnl`	Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study. IEEE Trans. Biomed. Eng. Zhao Feng, Yi Sun, Linze Qian, Yu Qi, Yueming Wang, Cuntai Guan, Yu Sun
2022	J	`jnl`	Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis. CoRR Ce Ju, Cuntai Guan
2022	J	`jnl`	Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI. CoRR Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Cuntai Guan
2022	J	`jnl`	LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation. CoRR Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2022	B	`conf`	MATN: Multi-model Attention Network for Gait Prediction from EEG. IJCNN Xi Fu, Liming Zhao, Cuntai Guan
2022	J	`jnl`	ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition. Neural Networks Sirui Zhao, Huaying Tang, Shifeng Liu, Yangsong Zhang, Hao Wang, Tong Xu, Enhong Chen, Cuntai Guan
2022	J	`jnl`	MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. IEEE Trans. Biomed. Eng. Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
2022	B	`conf`	MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation. ICIP Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, XuLei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation. CoRR Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, XuLei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
2022	—	`conf`	MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BrainLes@MICCAI (2) Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, XuLei Yang, Cuntai Guan
2022	J	`jnl`	MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. CoRR Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
2022	—	`conf`	Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. MICCAI (5) Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
2022	J	`jnl`	OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation. CoRR Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn
2022	—	`conf`	Online Adaptive CNN: a Session-to-session Transfer Learning Approach for Non-stationary EEG. SSCI Shuailei Zhang, Dezhi Zheng, Ning Tang, Effie Chew, Rosary Yuting Lim, Kai Keng Ang, Cuntai Guan
2022	J	`jnl`	Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning. IEEE Trans. Cybern. Zeng Zeng, Wei Zhao, Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen, Cuntai Guan
2022	—	`conf`	Self-supervised Assisted Active Learning for Skin Lesion Segmentation. EMBC Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	Self-supervised Assisted Active Learning for Skin Lesion Segmentation. CoRR Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2022	J	`jnl`	Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Ji-Seon Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong-Whan Lee
2022	B	`conf`	TESANet: Self-attention network for olfactory EEG classification. IJCNN Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Zhuo Zhang, Haihong Zhang, Cuntai Guan
2022	J	`jnl`	Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification. CoRR Ce Ju, Cuntai Guan
2022	J	`jnl`	Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition. Pattern Recognit. Su Zhang, Chuangao Tang, Cuntai Guan
2021	J	`jnl`	A Pilot Study on Visually-Stimulated Cognitive Tasks for EEG-Based Dementia Recognition Using Frequency and Time Features. CoRR Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn, Maytus Piriyajitakonkij, Thananya Charoenpattarawut, Phairot Autthasan, Rattanaphon Chaisaen, Pathitta Dujada, Thapanun Sudhawiyangkul, Cuntai Guan, Vorapun Senanarong, Theerawit Wilaiprasitporn
2021	—	`conf`	A Study of Visual Search based Calibration Protocol for EEG Attention Detection. EMBC Aung Aung Phyo Wai, Jee Ern Tchen, Cuntai Guan
2021	J	`jnl`	A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI. IEEE Trans. Neural Networks Learn. Syst. Erico Tjoa, Cuntai Guan
2021	J	`jnl`	Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network. Neural Networks Kaishuo Zhang, Neethu Robinson, Seong-Whan Lee, Cuntai Guan
2021	J	`jnl`	Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	J	`jnl`	An end-to-end 3D convolutional neural network for decoding attentive mental state. Neural Networks Yangsong Zhang, Huan Cai, Li Nie, Peng Xu, Sirui Zhao, Cuntai Guan
2021	J	`jnl`	Audio-visual Attentive Fusion for Continuous Emotion Recognition. CoRR Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan
2021	—	`conf`	Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion. ICCVW Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan
2021	J	`jnl`	Convolutional Neural Network Interpretability with General Pattern Theory. CoRR Erico Tjoa, Cuntai Guan
2021	J	`jnl`	DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan
2021	J	`jnl`	DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation. CoRR Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan
2021	J	`jnl`	Decoding Single-Hand and Both-Hand Movement Directions From Noninvasive Neural Signals. IEEE Trans. Biomed. Eng. Jiarong Wang, Luzheng Bi, Weijie Fei, Cuntai Guan
2021	J	`jnl`	FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface. CoRR Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan
2021	J	`jnl`	Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan
2021	—	`conf`	Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. EMBC Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan
2021	J	`jnl`	Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. CoRR Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan
2021	—	`conf`	Investigation on Robustness of EEG-based Brain-Computer Interfaces. EMBC Aarthy Nagarajan, Neethu Robinson, Cuntai Guan
2021	J	`jnl`	LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface. CoRR Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan
2021	—	`conf`	Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks. EMBC Yi Ding, Nigel Wei Jun Ang, Aung Aung Phyo Wai, Cuntai Guan
2021	J	`jnl`	MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification. CoRR Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
2021	—	`conf`	MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. MICCAI (1) Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
2021	J	`jnl`	Neurorehabilitation From a Distance: Can Intelligent Technology Support Decentralized Access to Quality Therapy? Frontiers Robotics AI Olivier Lambercy, Rea Lehner, Karen Sui Geok Chua, Seng Kwee Wee, Deshan Kumar Rajeswaran, Christopher Wee Keong Kuah, Wei Tech Ang, Phyllis Liang, Domenico Campolo, Asif Hussain, Gabriel Aguirre-Ollinger, Cuntai Guan, Christoph M. Kanzler, Nicole Wenderoth, Roger Gassert
2021	—	`conf`	Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG. EMBC R. Vishnupriya, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan
2021	J	`jnl`	Self Reward Design with Fine-grained Interpretability. CoRR Erico Tjoa, Cuntai Guan
2021	J	`jnl`	TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition. CoRR Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan
2021	A*	`conf`	Time-Series Representation Learning via Temporal and Contextual Contrasting. IJCAI Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	J	`jnl`	Time-Series Representation Learning via Temporal and Contextual Contrasting. CoRR Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan
2021	J	`jnl`	Two Instances of Interpretable Neural Network for Universal Approximations. CoRR Erico Tjoa, Cuntai Guan
2021	J	`jnl`	WiFi-Sleep: Sleep Stage Monitoring Using Commodity Wi-Fi Devices. IEEE Internet Things J. Bohan Yu, Yuxiang Wang, Kai Niu, Youwei Zeng, Tao Gu, Leye Wang, Cuntai Guan, Daqing Zhang
2021	J	`jnl`	fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging. Neurocomputing Ke Liu, Zhu Liang Yu, Wei Wu, Xun Chen, Zhenghui Gu, Cuntai Guan
2020	J	`jnl`	A Brain-Computer Interface Framework Based on Compressive Sensing and Deep Learning. IEEE Consumer Electron. Mag. Ritu Ranjan Shrivastwa, Vikramkumar Pudi, Duo Chen, Rosa Q. So, Anupam Chattopadhyay, Cuntai Guan
2020	J	`jnl`	A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration. IEEE Trans. Image Process. Su Zhang, Wanjing Zhao, Xuying Hao, Yang Yang, Cuntai Guan
2020	—	`conf`	A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface. EMBC Ravikiran Mane, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan
2020	J	`jnl`	Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation. IEEE Trans. Biomed. Eng. Ruyi Foong, Ning Tang, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Chai Quek, Cuntai Guan, Kok Soon Phua, Christopher Wee Keong Kuah, Deshmukh Arun Vishwanath, Lester Hon Lum Yam, Deshan Kumar Rajeswaran
2020	—	`conf`	BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly. BCI Cuntai Guan, Choon Guan Lim, Daniel Fung, Juan Helen Zhou, Ranga Krishnan, Tih Shih Lee
2020	—	`conf`	Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. EMBC Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan
2020	J	`jnl`	Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. CoRR Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan
2020	J	`jnl`	Brain-Computer Interface-Based Soft Robotic Glove Rehabilitation for Stroke. IEEE Trans. Biomed. Eng. Nicholas Cheng, Kok Soon Phua, Hwa Sen Lai, Pui Kit Tam, Ka Yin Tang, Cheng Kai Kei, Raye Chen-Hua Yeow, Kai Keng Ang, Cuntai Guan, Jeong Hoon Lim
2020	—	`conf`	Deep Learning for Neuroimaging Segmentation with a Novel Data Augmentation Strategy. EMBC Wenshan Wu, Yuhao Lu, Ravikiran Mane, Cuntai Guan
2020	B	`conf`	Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping. SMC Hong Jing Khok, Victor Teck Chang Koh, Cuntai Guan
2020	—	`conf`	Effects of Stimulus Spatial Resolution on SSVEP Responses under Overt and Covert Attention. EMBC Aung Aung Phyo Wai, Jun Cong Lee, Tao Yang, Rosa Q. So, Cuntai Guan
2020	—	`conf`	Emotion Recognition with Refined Labels for Deep Learning. EMBC Su Zhang, Cuntai Guan
2020	—	`conf`	Federated Transfer Learning for EEG Signal Classification. EMBC Ce Ju, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu, Cuntai Guan
2020	J	`jnl`	Federated Transfer Learning for EEG Signal Classification. CoRR Ce Ju, Dashan Gao, Ravikiran Mane, Ben Tan, Yang Liu, Cuntai Guan
2020	—	`conf`	Generalizability of EEG-based Mental Attention Modeling with Multiple Cognitive Tasks. EMBC Aung Aung Phyo Wai, Maokang Dou, Cuntai Guan
2020	J	`jnl`	Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network. CoRR Erico Tjoa, Cuntai Guan
2020	—	`conf`	Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learning. CVPR Workshops Davide Coppola, Hwee Kuan Lee, Cuntai Guan
2020	—	`conf`	Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation. EMBC Yuhao Lu, Juan Helen Zhou, Cuntai Guan
2020	B	`conf`	Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI). IJCNN Aung Aung Phyo Wai, Heng Guo, Ying Chi, Lei Zhang, Xian-Sheng Hua, Cuntai Guan
2020	J	`jnl`	Quantifying Explainability of Saliency Methods in Deep Neural Networks. CoRR Erico Tjoa, Cuntai Guan
2020	J	`jnl`	Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. O-Yeon Kwon, Min-Ho Lee, Cuntai Guan, Seong-Whan Lee
2020	B	`conf`	TSception: A Deep Learning Framework for Emotion Detection Using EEG. IJCNN Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan
2020	J	`jnl`	TSception: A Deep Learning Framework for Emotion Detection Using EEG. CoRR Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan
2019	B	`conf`	A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG. SMC Pinar Bilgin, Kat Agres, Neethu Robinson, Aung Aung Phyo Wai, Cuntai Guan
2019	—	`conf`	A Framework on Optimization Strategy for EEG Motor Imagery Recognition. EMBC Banghua Yang, Chengcheng Fan, Cuntai Guan, Xuelin Gu, Minmin Zheng
2019	J	`jnl`	A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI. CoRR Erico Tjoa, Cuntai Guan
2019	J	`jnl`	A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration. Biomed. Signal Process. Control. Luzheng Bi, Feleke Aberham Genetu, Cuntai Guan
2019	B	`conf`	EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery. SMC Neethu Robinson, Seong-Whan Lee, Cuntai Guan
2019	J	`jnl`	Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks. CoRR Erico Tjoa, Heng Guo, Yuhao Lu, Cuntai Guan
2019	—	`conf`	Exploring Cortex Connectivity Signal in Sensory Response to Odors. EMBC Zhuo Zhang, Haihong Zhang, Lu Zhang, Cuntai Guan
2019	—	`conf`	Improving the Performance of SSVEP BCI with Short Response Time by Temporal Alignments Enhanced CCA. NER Aung Aung Phyo Wai, Min-Ho Lee, Seong-Whan Lee, Cuntai Guan
2019	—	`conf`	Intracortical Activity decoding of motor imagery based on Deep Convolutional Neural Network: a Pilot Study. GBCIC Duo Chen, Rosa Q. So, Yi Ding, Cuntai Guan
2019	J	`jnl`	Machine learning driven synthesis of few-layered WTe2. CoRR Manzhang Xu, Bijun Tang, Chao Zhu, Yuhao Lu, Chao Zhu, Lu Zheng, Jingyu Zhang, Nannan Han, Yuxi Guo, Jun Di, Pin Song, Yongmin He, Lixing Kang, Zhiyong Zhang, Wu Zhao, Cuntai Guan, Xuewen Wang, Zheng Liu
2019	J	`jnl`	Machine learning-guided synthesis of advanced inorganic materials. CoRR Bijun Tang, Yuhao Lu, Jiadong Zhou, Han Wang, Prafful Golani, Manzhang Xu, Quan Xu, Cuntai Guan, Zheng Liu
2019	—	`conf`	Motor imagery signal classification based on transfer learning. CIVEMSA Banghua Yang, Minmin Zheng, Cuntai Guan, Li Bo
2019	—	`conf`	Motor-Controlled Spindle (MCS) Detection for Primate in BCI System. NER Duo Chen, Rosa Q. So, Yi Ding, Cuntai Guan
2019	—	`conf`	Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism. CIVEMSA Bo Li, Banghua Yang, Cuntai Guan, Chenxiao Hu
2019	—	`conf`	Towards EEG Generation Using GANs for BCI Applications. BHI Fatemeh Fahimi, Zhuo Zhang, Wooi Boon Goh, Kai Keng Ang, Cuntai Guan
2018	—	`conf`	A Single-Trial Event-Related Potential Estimation Based on Independent Component Analysis and Kalman Smoother. AIM Jingwei Zhang, Luzheng Bi, Jinling Lian, Cuntai Guan
2018	B	`conf`	A Study of SSVEP Responses in Case of Overt and Covert Visual Attention with Different View Angles. SMC Aung Aung Phyo Wai, Zhiyan Goh, Shi De Foo, Cuntai Guan
2018	—	`conf`	A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. BICS Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang
2018	—	`conf`	Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC Mengjiao Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C. Stephenson, John J. Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou
2018	J	`jnl`	EEG predicts the attention level of elderly measured by RBANS. Int. J. Crowd Sci. Fatemeh Fahimi, Wooi Boon Goh, Tih Shih Lee, Cuntai Guan
2018	J	`jnl`	Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Siavash Sakhavi, Cuntai Guan, Shuicheng Yan
2018	—	`conf`	Motor Imagery EEG Recognition Based on FBCSP and PCA. BICS Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li
2018	—	`conf`	Neural Indexes of Attention Extracted from EEG Correlate with Elderly Reaction Time in response to an Attentional Task. ICCSE Fatemeh Fahimi, Wooi Boon Goh, Tih Shih Lee, Cuntai Guan
2018	—	`conf`	Quantitative EEG as Biomarkers for the Monitoring of Post-Stroke Motor Recovery in BCI and tDCS Rehabilitation. EMBC Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, A. Prasad Vinod, Cuntai Guan
2018	J	`jnl`	Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series. IEEE Trans. Biomed. Eng. Tim Schäck, Michael Muma, Mengling Feng, Cuntai Guan, Abdelhak M. Zoubir
2018	—	`conf`	Spectrum and Phase Adaptive CCA for SSVEP-based Brain Computer Interface. EMBC Zhuo Zhang, Chuanchu Wang, Kai Keng Ang, Aung Aung Phyo Wai, Cuntai Guan
2017	J	`jnl`	A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction. IEEE Trans. Medical Imaging Huibin Chang, Weimin Huang, Chunlin Wu, Su Huang, Cuntai Guan, Sakthivel Sekar, Kishore Kumar Bhakoo, Yuping Duan
2017	J	`jnl`	A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization. IEEE Trans. Neural Networks Learn. Syst. Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang
2017	—	`conf`	A comparison of DTI pre-processing tools on a dataset of chronic subcortical stroke rehabilitation patients. NER Zhongkang Lu, Weimin Huang, Cuntai Guan
2017	J	`jnl`	Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components. IEEE Trans. Emerg. Top. Comput. Intell. Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Chuanchu Wang, Cuntai Guan
2017	—	`conf`	Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data. EMBC Huijuan Yang, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So
2017	—	`conf`	Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI. NER Siavash Sakhavi, Cuntai Guan
2017	—	`conf`	Detecting and tracking multiple directional movements in EEG based BCI. BCI Cuntai Guan, Neethu Robinson, Vikram Shenoy Handiru, A. Prasad Vinod
2017	J	`jnl`	Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis. IEEE Trans. Biomed. Eng. Xinyang Li, Cuntai Guan, Haihong Zhang, Kai Keng Ang
2017	B	`conf`	Effects of transcranial direct current stimulation on the motor-imagery brain-computer interface for stroke recovery: An EEG source-space study. SMC Vikram Shenoy Handiru, A. Prasad Vinod, Kai Keng Ang, Effie Chew, Cuntai Guan
2017	J	`jnl`	Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement. Neural Comput. Appl. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Tomás E. Ward, Karen Sui Geok Chua, Christopher Wee Keong Kuah, Gopal Joseph Ephraim Joseph, Kok Soon Phua, Chuanchu Wang
2017	—	`conf`	Personalized features for attention detection in children with Attention Deficit Hyperactivity Disorder. EMBC Fatemeh Fahimi, Cuntai Guan, Wooi Boon Goh, Kai Keng Ang, Choon Guan Lim, Tih Shih Lee
2017	—	`conf`	Stop state classification in intracortical brain-machine-interface. EMBC Tze Hui Koh, Camilo Libedinsky, Cuntai Guan, Kai Keng Ang, Rosa Q. So
2017	—	`conf`	The P300 BCI: on its Way to End-Users? GBCIC Andrea Kübler, Klaus-Robert Müller, Cuntai Guan
2017	—	`conf`	Use of wavelet transform coefficients for spike detection for a Robust Intracortical Brain Machine Interface. NER Gary C. F. Lee, Camilo Libedinsky, Cuntai Guan, Rosa Q. So
2016	B	`conf`	A novel supervised locality sensitive Factor analysis to classify voluntary hand movement in multi direction using EEG source space. SMC Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan
2016	—	`conf`	Adaptation in motor imagery brain-computer interfaces and its implication in rehabilitation. BCI Cuntai Guan
2016	—	`conf`	Adaptive decoding using local field potentials in a brain-machine interface. EMBC Rosa Q. So, Camilo Libedinsky, Kai Keng Ang, Wee Chiek Clement Lim, Kyaw Kyar Toe, Cuntai Guan
2016	J	`jnl`	Computational Intelligence for Brain Computer Interface [Guest Editorial]. IEEE Comput. Intell. Mag. Hussein A. Abbass, Cuntai Guan, Kay Chen Tan
2016	—	`conf`	High-resolution in vivo Wistar rodent brain atlas based on T1 weighted image. Biomedical Applications in Molecular, Structural, and Functional Imaging Su Huang, Zhongkang Lu, Weimin Huang, Sankar Seramani, Boominathan Ramasamy, Sakthivel Sekar, Cuntai Guan, Kishore Kumar Bhakoo
2016	—	`conf`	Multi-direction hand movement classification using EEG-based source space analysis. EMBC Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan
2016	B	`conf`	Multiway analysis of EEG artifacts based on Block Term Decomposition. IJCNN Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang
2015	C	`conf`	A measurement of motor recovery for motor imagery-based BCI using EEG coherence analysis. ICICS Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Christopher Wee Keong Kuah, Karen Sui Geok Chua, Yee Sien Ng, Ling Zhao, Effie Chew
2015	—	`conf`	An analysis on driver drowsiness based on reaction time and EEG band power. EMBC Ruyi Foong, Kai Keng Ang, Chai Quek, Cuntai Guan, Aung Aung Phyo Wai
2015	—	`conf`	An ocular artefacts correction method for discriminative EEG analysis based on logistic regression. EUSIPCO Xinyang Li, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Zhengyang Chin, Haihong Zhang, Choon Guan Lim, Tih Shih Lee
2015	J	`jnl`	Brain-Computer Interface for Neurorehabilitation of Upper Limb After Stroke. Proc. IEEE Kai Keng Ang, Cuntai Guan
2015	—	`conf`	Brain-computer interface and its applications in cognitive training. BCI Cuntai Guan, Tih Shih Lee, Choon Guan Lim, Daniel Fung, Ranga Krishnan
2015	J	`jnl`	Cluster-Based Analysis for Personalized Stress Evaluation Using Physiological Signals. IEEE J. Biomed. Health Informatics Qianli Xu, Tin Lay Nwe, Cuntai Guan
2015	—	`conf`	Combining EPI and motion correction for fMRI human brain images with big motion. EMBC Zhongkang Lu, Kok Soon Phua, Weimin Huang, Xin Hong, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Cuntai Guan
2015	—	`conf`	Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity. EMBC Gabriel Chew, Kai Keng Ang, Rosa Q. So, Zhiming Xu, Cuntai Guan
2015	B	`conf`	Cortical Source Localization for Analysing Single-Trial Motor Imagery EEG. SMC Vikram Shenoy Handiru, A. Prasad Vinod, Cuntai Guan
2015	—	`conf`	EC-PC spike detection for high performance brain-computer interface. EMBC Wing-Kin Tam, Rosa Q. So, Cuntai Guan, Zhi Yang
2015	—	`conf`	Fast TVL1-L2 MR image reconstruction using variable splitting and accelerated alternating direction method with adaptive restart. DSP Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu
2015	—	`conf`	Frame-based compressive sensing MR image reconstruction with balanced regularization. EMBC Shoulie Xie, Cuntai Guan, Weimin Huang, Zhongkang Lu
2015	—	`conf`	Motor cortical adaptation induced by closed-loop BCI. NER Zhiming Xu, Cuntai Guan, Rosa Q. So, Kai Keng Ang, Kyaw Kyar Toe
2015	—	`conf`	Neural representations of movement intentions during brain-controlled self-motion. NER Rosa Q. So, Zhiming Xu, Camilo Libedinsky, Kyaw Kyar Toe, Kai Keng Ang, Shih-Cheng Yen, Cuntai Guan
2015	—	`conf`	On robust extraction of pulse transit time from multimodal pulsatile signals. DSP Yongwei Zhu, Haihong Zhang, Cuntai Guan
2015	—	`conf`	On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification. EMBC Huijuan Yang, Siavash Sakhavi, Kai Keng Ang, Cuntai Guan
2015	—	`conf`	Parallel convolutional-linear neural network for motor imagery classification. EUSIPCO Siavash Sakhavi, Cuntai Guan, Shuicheng Yan
2015	—	`conf`	Reduction in time-to-sleep through EEG based brain state detection and audio stimulation. EMBC Zhuo Zhang, Cuntai Guan, Ti-Eu Chan, Juanhong Yu, Aung Aung Phyo Wai, Chuanchu Wang, Haihong Zhang
2015	C	`conf`	Shrinkage estimator based regularization for EEG motor imagery classification. ICICS H. Vikram Shenoy, A. Prasad Vinod, Cuntai Guan
2015	C	`conf`	Spatial filter subspace optimization based on mutual information. ICICS Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang
2015	A	`conf`	Stress level detection using double-layer subband filter. INTERSPEECH Tin Lay Nwe, Qianli Xu, Cuntai Guan, Bin Ma
2015	—	`conf`	Towards improvement of MI-BCI performance of subjects with BCI deficiency. NER Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu
2014	B	`conf`	A BCI speller based on SSVEP using high frequency stimuli design. SMC Dong-Ok Won, Haihong Zhang, Cuntai Guan, Seong-Whan Lee
2014	—	`conf`	Automatic sleep onset detection using single EEG sensor. EMBC Zhuo Zhang, Cuntai Guan, Ti-Eu Chan, Juanhong Yu, Andrew Keong Ng, Haihong Zhang, Chee Keong Kwoh
2014	—	`conf`	Brain-computer interface for neurorehabilitation: Looking beyond upper limbs. BCI Cuntai Guan, Huijuan Yang, Kai Keng Ang, Kok Soon Phua, Juanhong Yu, Chuanchu Wang, Karen Sui Geok Chua, Effie Chew
2014	—	`conf`	Cortical activation of passive hand movement using Haptic Knob: A preliminary multi-channel fNIRS study. EMBC Juanhong Yu, Kai Keng Ang, Huijuan Yang, Cuntai Guan
2014	—	`conf`	Detection of variations in cognitive workload using multi-modality physiological sensors and a large margin unbiased regression machine. EMBC Haihong Zhang, Yongwei Zhu, Maniyeri Jayachandran, Cuntai Guan
2014	—	`conf`	Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI. EMBC Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan
2014	B	`conf`	Evaluation of EEG features during overt visual attention during neurofeedback game. SMC Kavitha P. Thomas, A. Prasad Vinod, Cuntai Guan
2014	—	`conf`	Heart rate estimation from FBG sensors using cepstrum analysis and sensor fusion. EMBC Yongwei Zhu, Victor Foo Siang Fook, Emily Hao Jianzhong, Maniyeri Jayachandran, Cuntai Guan, Haihong Zhang, Eugene Phua Jiliang, Jit Biswas
2014	—	`conf`	Information processing of optical sensor data in ambient applications. ISSNIP Jit Biswas, Yongwei Zhu, Haihong Zhang, Maniyeri Jayachandran, Zhihao Chen, Cuntai Guan
2014	J	`jnl`	Mutual information-based optimization of sparse spatio-spectral filters in brain-computer interface. Neural Comput. Appl. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2014	—	`conf`	On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity. EMBC Zhiming Xu, Rosa Q. So, Kyaw Kyar Toe, Kai Keng Ang, Cuntai Guan
2014	B	`conf`	Quality assessment of EEG signals based on statistics of signal fluctuations. SMC Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang
2014	—	`conf`	Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers. EMBC Huijuan Yang, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang
2014	—	`conf`	Single-trial classification of NIRS data from prefrontal cortex during working memory tasks. EMBC Kai Keng Ang, Juanhong Yu, Cuntai Guan
2014	B	`conf`	Spatial filter adaptation based on geodesic-distance for motor EEG classification. IJCNN Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong
2014	—	`conf`	Spatial filter adaptation based on the divergence framework for motor imagery EEG classification. EMBC Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong
2014	C	`conf`	Spatio-temporal variations in hand movement trajectory based brain activation patterns. ICARCV Neethu Robinson, A. Prasad Vinod, Cuntai Guan
2013	—	`conf`	A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement. EMBC Kai Keng Ang, Cuntai Guan, Karen Sui Geok Chua, Kok Soon Phua, Chuanchu Wang, Zheng Yang Chin, Longjiang Zhou, Ka Yin Tang, Gopal Joseph Ephraim Joseph, Christopher Wee Keong Kuah
2013	—	`conf`	A novel hand strength assessment method integrated into haptic knob for stroke rehabilitation. CIRAT Longjiang Zhou, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Cuntai Guan
2013	J	`jnl`	Bayesian Learning for Spatial Filtering in an EEG-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. Haihong Zhang, Huijuan Yang, Cuntai Guan
2013	J	`jnl`	Brain-Computer Interface in Stroke Rehabilitation. J. Comput. Sci. Eng. Kai Keng Ang, Cuntai Guan
2013	—	`conf`	Brain-computer interface for stroke rehabilitation with clinical studies. BCI Cuntai Guan
2013	—	`conf`	Design of an online EEG based neurofeedback game for enhancing attention and memory. EMBC Kavitha P. Thomas, A. Prasad Vinod, Cuntai Guan
2013	J	`jnl`	Discriminative Learning of Propagation and Spatial Pattern for Motor Imagery EEG Analysis. Neural Comput. Xinyang Li, Haihong Zhang, Cuntai Guan, Sim Heng Ong, Kai Keng Ang, Yaozhang Pan
2013	J	`jnl`	EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface. Neural Comput. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2013	J	`jnl`	EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm. IEEE Trans. Biomed. Eng. Neethu Robinson, A. Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan
2013	Misc	`conf`	Error entropy based adaptive kernel classification for non-stationary EEG analysis. ICASSP Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee
2013	—	`conf`	Estimation of glance from EEG for cursor control. EMBC Tele Tan, Jan Philipp Hakenberg, Cuntai Guan
2013	—	`conf`	Feature consistency-based model adaptation in session-to-session classification: A study using motor imagery of swallow EEG signals. EMBC Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Christina Tang Ka Yin, Longjiang Zhou
2013	B	`conf`	Hand Movement Trajectory Reconstruction from EEG for Brain-Computer Interface Systems. SMC Neethu Robinson, A. Prasad Vinod, Cuntai Guan
2013	—	`conf`	Improving session-to-session transfer performance of motor imagery-based BCI using adaptive extreme learning machine. EMBC Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu
2013	Misc	`conf`	Joint spatial-temporal filter design for analysis of motor imagery EEG. ICASSP Xinyang Li, Haihong Zhang, Cuntai Guan, S. H. Ong, Yaozhang Pan, Kai Keng Ang
2013	Misc	`conf`	Maximum dependency and minimum redundancy-based channel selection for motor imagery of walking EEG signal detection. ICASSP Huijuan Yang, Cuntai Guan, Chuanchu Wang, Kai Keng Ang
2013	—	`conf`	Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis. EMBC Sau Wai Tung, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Chuanchu Wang, Ling Zhao, Wei-Peng Teo, Effie Chew
2013	—	`conf`	Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface. CCMB Zhengyang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan
2013	Misc	`conf`	Neural decoding of movement targets by unsorted spike trains. ICASSP Zhiming Xu, Kai Keng Ang, Cuntai Guan
2013	—	`conf`	Neural representation and identification of reaching targets by spike trains in motor cortex. CCMB Zhiming Xu, Kai Keng Ang, Cuntai Guan, Huynh Thai Hoa
2013	J	`jnl`	Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2013	—	`conf`	Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions. EMBC Andrew Keong Ng, Kai Keng Ang, Keng Peng Tee, Cuntai Guan
2013	J	`jnl`	Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis. IEEE Trans. Biomed. Eng. Haiping Lu, Yaozhang Pan, Bappaditya Mandal, How-Lung Eng, Cuntai Guan, Derrick Wei Shih Chan
2013	J	`jnl`	eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System. Inf. Sci. Sau Wai Tung, Chai Quek, Cuntai Guan
2012	B	`conf`	A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. IJCNN Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee
2012	B	`conf`	Artifact correction with robust statistics for non-stationary intracranial pressure signal monitoring. ICPR Mengling Feng, Liang Yu Loy, Kelvin Sim, Clifton Phua, Feng Zhang, Cuntai Guan
2012	B	`conf`	Asymmetric Spatial Pattern for EEG-based emotion detection. IJCNN Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan
2012	Misc	`conf`	Cluster impurity and forward-backward error maximization-based active learning for EEG signals classification. ICASSP Huijuan Yang, Cuntai Guan, Kai Keng Ang, Yaozhang Pan, Haihong Zhang
2012	—	`conf`	Cross-Subject Classification of Speaking Modes Using fNIRS. ICONIP (2) Christian Herff, Dominic Heger, Felix Putze, Cuntai Guan, Tanja Schultz
2012	B	`conf`	Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. IJCNN Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu
2012	B	`conf`	Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. IJCNN Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee
2012	B	`conf`	Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. IJCNN Kai Keng Ang, Juanhong Yu, Cuntai Guan
2012	Misc	`conf`	Extracting effective features from high density nirs-based BCI for assessing numerical cognition. ICASSP Kai Keng Ang, Juanhong Yu, Cuntai Guan
2012	Misc	`conf`	Fast emotion detection from EEG using asymmetric spatial filtering. ICASSP Dong Huang, Haihong Zhang, Kai Keng Ang, Cuntai Guan, Yaozhang Pan, Chuanchu Wang, Juanhong Yu
2012	—	`conf`	Impact of obstructive sleep apnea on sleep-wake stage ratio. EMBC Andrew Keong Ng, Cuntai Guan
2012	B	`conf`	Iterative clustering and support vectors-based high-confidence query selection for motor imagery EEG signals classification. ICPR Huijuan Yang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Chuanchu Wang
2012	Misc	`conf`	Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface. ICASSP Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2012	J	`jnl`	Mutual information-based selection of optimal spatial-temporal patterns for single-trial EEG-based BCIs. Pattern Recognit. Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan
2012	—	`conf`	Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation. EMBC Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2012	B	`conf`	Online ICP forecast for patients with traumatic brain injury. ICPR Feng Zhang, Mengling Feng, Liang Yu Loy, Zhuo Zhang, Cuntai Guan
2012	—	`conf`	Online semi-supervised learning with KL distance weighting for Motor Imagery-based BCI. EMBC Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu
2012	—	`conf`	Prefrontal cortical activation during arithmetic processing differentiated by cultures: A preliminary fNIRS study. EMBC Juanghong Yu, Yaozhang Pan, Kai Keng Ang, Cuntai Guan, Darren J. Leamy
2012	B	`conf`	Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. IJCNN Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2012	—	`ed.`	SIGGRAPH Asia 2012 Emerging Technologies, Singapore, November 28 - December 1, 2012 SIGGRAPH Asia Emerging Technologies Masahiko Inami, Cuntai Guan
2012	B	`conf`	Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. IJCNN Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim
2012	J	`jnl`	SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System. Expert Syst. Appl. Sau Wai Tung, Chai Quek, Cuntai Guan
2012	—	`conf`	Speaking mode recognition from functional Near Infrared Spectroscopy. EMBC Christian Herff, Felix Putze, Dominic Heger, Cuntai Guan, Tanja Schultz
2012	B	`conf`	Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network. IJCNN Sau Wai Tung, Chai Quek, Cuntai Guan
2012	—	`conf`	Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation. EMBC Kai Keng Ang, Cuntai Guan, Kok Soon Phua, Chuanchu Wang, Irvin Teh, Chang Wu Chen, Effie Chew
2012	—	`conf`	Utilization of temporal information for intracranial pressure development trend forecasting in traumatic brain injury. EMBC Mengling Feng, Zhuo Zhang, Cuntai Guan, David R. Hardoon, Nicolas Kon Kam King, Boon Chuan Pang, Beng Ti Ang
2011	C	`conf`	A Wavelet-CSP method to classify hand movement directions in EEG based BCI system. ICICS Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee
2011	J	`jnl`	A linear discriminant analysis method based on mutual information maximization. Pattern Recognit. Haihong Zhang, Cuntai Guan, Yuanqing Li
2011	—	`conf`	Artifact removal for intracranial pressure monitoring signals: A robust solution with signal decomposition. EMBC Mengling Feng, Liang Yu Loy, Feng Zhang, Cuntai Guan
2011	—	`conf`	Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support. EMBC Feng Zhang, Mengling Feng, Sinno Jialin Pan, Liang Yu Loy, Wenyuan Guo, Zhuo Zhang, Pei Loon Chin, Cuntai Guan, Nicolas Kon Kam King, Beng Ti Ang
2011	—	`conf`	Calibrating EEG-based motor imagery brain-computer interface from passive movement. EMBC Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Adrian Hock Guan Tan, Zheng Yang Chin
2011	—	`conf`	Composite Filter Bank Common Spatial Pattern for motor imagery-based Brain-Computer Interface. CCMB Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan
2011	B	`conf`	FAPOP: Feature analysis enhanced pseudo outer-product fuzzy rule identification system. FUZZ-IEEE Sau Wai Tung, Chai Quek, Cuntai Guan
2011	B	`conf`	Filter Bank Common Spatial Pattern (FBCSP) algorithm using online adaptive and semi-supervised learning. IJCNN Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan
2011	B	`conf`	Filter Bank Feature Combination (FBFC) approach for brain-computer interface. IJCNN Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Haihong Zhang
2011	J	`jnl`	Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI. IEEE Trans. Biomed. Eng. Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek
2011	J	`jnl`	Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface. IEEE Trans. Neural Networks Haihong Zhang, Zhengyang Chin, Kai Keng Ang, Cuntai Guan, Chuanchu Wang
2011	—	`conf`	Real coded GA-based SVM for motor imagery classification in a Brain-Computer Interface. ICCA Atieh Bamdadian, Cuntai Guan, Kai Keng Ang, Jianxin Xu
2011	J	`jnl`	Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. IEEE Trans. Biomed. Eng. Fabien Lotte, Cuntai Guan
2011	J	`jnl`	SaFIN: A Self-Adaptive Fuzzy Inference Network. IEEE Trans. Neural Networks Sau Wai Tung, Chai Quek, Cuntai Guan
2011	Misc	`conf`	Spatially sparsed Common Spatial Pattern to improve BCI performance. ICASSP Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Hiok Chai Quek
2011	—	`conf`	iSyNCC: An intelligent system for patient monitoring & clinical decision support in Neuro-Critical-Care. EMBC Mengling Feng, Zhuo Zhang, Feng Zhang, Yu Ge, Liang Yu Loy, Kuralmani Vellaisamy, Wenyuan Guo, Pei Loon Chin, Nicolas Kon Kam King, Beng Ti Ang, Cuntai Guan
2010	B	`conf`	A Brain-Computer Interface for Mental Arithmetic Task from Single-Trial Near-Infrared Spectroscopy Brain Signals. ICPR Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance
2010	B	`conf`	A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. ICPR Abdul Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad
2010	C	`conf`	A Study on the impact of spectral variability in brain-computer interface. ISCAS Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod
2010	J	`jnl`	An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential. IEEE Trans. Biomed. Eng. Yuanqing Li, Jinyi Long, Tianyou Yu, Zhuliang Yu, Chuanchu Wang, Haihong Zhang, Cuntai Guan
2010	B	`conf`	An Evolving Type-2 Neural Fuzzy Inference System. PRICAI Sau Wai Tung, Chai Quek, Cuntai Guan
2010	B	`conf`	An Information Theoretic Linear Discriminant Analysis Method. ICPR Haihong Zhang, Cuntai Guan, Kai Keng Ang
2010	B	`conf`	Application of rough set-based neuro-fuzzy system in NIRS-based BCI for assessing numerical cognition in classroom. IJCNN Kai Keng Ang, Cuntai Guan, Kerry Lee, Jie Qi Lee, Shoko Nioka, Britton Chance
2010	B	`conf`	EEG signal separation for multi-class motor imagery using common spatial patterns based on Joint Approximate Diagonalization. IJCNN Sidath Ravindra Liyanage, Jian-Xin Xu, Cuntai Guan, Kai Keng Ang, Tong Heng Lee
2010	Misc	`conf`	Learning from other subjects helps reducing Brain-Computer Interface calibration time. ICASSP Fabien Lotte, Cuntai Guan
2010	J	`jnl`	Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting. IEEE Trans. Biomed. Eng. Haiping Lu, How-Lung Eng, Cuntai Guan, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos
2010	B	`conf`	Spatially Regularized Common Spatial Patterns for EEG Classification. ICPR Fabien Lotte, Cuntai Guan
2010	Misc	`conf`	Towards optimum linear transformation under zero-mean Gaussian mixtures for detection of motor imagery EEG. ICASSP Haihong Zhang, Cuntai Guan, Chuanchu Wang
2009	J	`jnl`	A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod, Kai Keng Ang
2009	C	`conf`	Discriminative FilterBank Selection and EEG Information Fusion for Brain Computer Interface. ISCAS Kavitha P. Thomas, Cuntai Guan, Chiew Tong Lau, A. Prasad Vinod
2009	C	`conf`	Learning EEG-based Spectral-spatial Patterns for Attention Level Measurement. ISCAS Brahim Hamadicharef, Haihong Zhang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Keng Peng Tee, Kai Keng Ang
2009	B	`conf`	T2-HyFIS-yager: Type 2 hybrid neural fuzzy inference system realizing yager inference. FUZZ-IEEE Sau Wai Tung, Chai Quek, Cuntai Guan
2009	J	`jnl`	Voxel Selection in fMRI Data Analysis Based on Sparse Representation. IEEE Trans. Biomed. Eng. Yuanqing Li, Praneeth Namburi, Zhuliang Yu, Cuntai Guan, Jianfeng Feng, Zhenghui Gu
2009	Misc	`conf`	Voxel selection in fMRI data analysis: A sparse representation method. ICASSP Yuanqing Li, Zhuliang Yu, Praneeth Namburi, Cuntai Guan
2008	J	`jnl`	A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system. Pattern Recognit. Lett. Yuanqing Li, Cuntai Guan, Huiqi Li, Zhengyang Chin
2008	B	`conf`	An EEG-based BCI system for 2D cursor control. IJCNN Yuanqing Li, Chuanchu Wang, Haihong Zhang, Cuntai Guan
2008	J	`jnl`	Asynchronous P300-Based Brain-Computer Interfaces: A Computational Approach With Statistical Models. IEEE Trans. Biomed. Eng. Haihong Zhang, Cuntai Guan, Chuanchu Wang
2008	J	`jnl`	Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. IEEE Trans. Neural Networks Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan
2008	B	`conf`	Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface. IJCNN Kai Keng Ang, Zhengyang Chin, Haihong Zhang, Cuntai Guan
2008	—	`conf`	HyFIS-Yager-gDIC: A Self-organizing Hybrid Neural Fuzzy Inference System Realizing Yager Inference. ICONIP (1) Sau Wai Tung, Chai Quek, Cuntai Guan
2008	J	`jnl`	Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm. Mach. Learn. Yuanqing Li, Cuntai Guan
2008	B	`conf`	Learning adaptive subject-independent P300 models for EEG-based brain-computer interfaces. IJCNN Shijian Lu, Cuntai Guan, Haihong Zhang
2008	—	`conf`	Performance Evaluation and Fusion of Methods for Early Detection of Alzheimer Disease. BMEI (1) Brahim Hamadicharef, Cuntai Guan, Emmanuel C. Ifeachor, Nigel R. Hudson, Sunil Wimalaratna
2008	B	`conf`	Subject-independent brain computer interface through boosting. ICPR Shijian Lu, Cuntai Guan, Haihong Zhang
2007	—	`conf`	A Self-Training Semi-Supervised Support Vector Machine Algorithm and its Applications in Brain Computer Interface. ICASSP (1) Yuanqing Li, Huiqi Li, Cuntai Guan, Zhengyang Chin
2007	A	`conf`	Brainy Communicator. ICME Haihong Zhang, Cuntai Guan, Chuanchu Wang
2007	J	`jnl`	Controlling a Wheelchair Indoors Using Thought. IEEE Intell. Syst. Brice Rebsamen, Etienne Burdet, Cuntai Guan, Haihong Zhang, Chee Leong Teo, Qiang Zeng, Christian Laugier, Marcelo H. Ang Jr.
2007	J	`jnl`	Expectation-Maximization Method for EEG-Based Continuous Cursor Control. EURASIP J. Adv. Signal Process. Xiaoyuan Zhu, Cuntai Guan, Jiankang Wu, Yimin Cheng, Yixiao Wang
2007	—	`conf`	Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface. ICASSP (1) Tran Huy Dat, Cuntai Guan
2007	J	`jnl`	Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface. NeuroImage Ranganatha Sitaram, Haihong Zhang, Cuntai Guan, Manoj Thulasidas, Yoko Hoshi, Akihiro Ishikawa, Koji Shimizu, Niels Birbaumer
2006	—	`conf`	A Kernel-based Signal Localization Method for NIRS Brain-computer Interfaces. ICPR (1) Haihong Zhang, Cuntai Guan
2006	—	`conf`	A Semi-supervised SVM Learning Algorithm for Joint Feature Extraction and Classification in Brain Computer Interfaces. EMBC Yuanqing Li, Cuntai Guan
2006	—	`conf`	An Effective BCI Speller Based on Semi-supervised Learning. EMBC Huiqi Li, Yuanqing Li, Cuntai Guan
2006	J	`jnl`	An Extended EM Algorithm for Joint Feature Extraction and Classification in Brain-Computer Interfaces. Neural Comput. Yuanqing Li, Cuntai Guan
2006	—	`conf`	Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan
2006	—	`conf`	Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling. EMBC Tran Huy Dat, Louis Shue, Cuntai Guan
2006	—	`conf`	Media Communication Center Using Brain Computer Interface. EMBC Eugene Teo, Alvin Huang, Yong Lian, Cuntai Guan, Yuanqing Li, Haihong Zhang
2006	J	`jnl`	Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. IEEE Trans. Inf. Theory Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan
2006	C	`conf`	Signal processing for brain-computer interface: enhance feature extraction and classification. ISCAS Haihong Zhang, Cuntai Guan, Yuanqing Li
2004	—	`conf`	High Accuracy Classification of EEG Signal. ICPR (2) Wenjie Xu, Cuntai Guan, Chng Eng Siong, S. Ranganatha, M. Thulasidas, Jiankang Wu
2003	A	`conf`	On unit analysis for Cantonese corpus-based TTS. INTERSPEECH Jun Xu, Thomas Choy, Minghui Dong, Cuntai Guan, Haizhou Li
2002	—	`conf`	Equivalent node-based speech grammar optimization. ISCSLP Min Zhang, Cuntai Guan, Haizhou Li
2002	—	`conf`	Likelihood probability mismatch analysis and normalization in multilingual speech applications. ISCSLP Bin Ma, Cuntai Guan, Haizhou Li
2002	A	`conf`	Multilingual speech recognition with language identification. INTERSPEECH Bin Ma, Cuntai Guan, Haizhou Li, Chin-Hui Lee
1998	—	`conf`	Data-driven Acoustic Modeling Approach for Chinese LVCSR. ISCSLP Cuntai Guan, Haizhou Li, Baosheng Yuan, Zhiwei Lin
1998	—	`conf`	Optimization of Parameter Tying for Chinese Acoustic Modeling. ISCSLP Baosheng Yuan, Cuntai Guan, Gareth Loudon, Haizhou Li
1997	—	`conf`	A space transformation approach for robust speech recognition in noisy environments. EUROSPEECH Cuntai Guan, Shu-Hung Leung, Wing Hong Lau
1993	—	`conf`	Direct modulation on LPC coefficients with application to speech enhancement and improving the performance of speech recognition in noise. ICASSP (2) Cuntai Guan, Yong Bin Chen, Boxiu Wu