Yu-Kai Wang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 81

Top Topics

Brain Computer Interface

Reinforcement Learning

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Yiqun Duan, Xianda Guo, Zheng Zhu, Zhen Wang, Yu-Kai Wang, Chin-Teng Lin
MaskFuser: Masked Fusion of Joint Multi-Modal Tokenization for End-to-End Autonomous Driving. CoRR (2024)
Kai-Wei Chang, Haibin Wu, Yu-Kai Wang, Yuan-Kuei Wu, Hua Shen, Wei-Cheng Tseng, Iu-thing Kang, Shang-wen Li, Hung-Yi Lee
SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Chin-Teng Lin, Haichao Zhang, Liang Ou, Yu-Cheng Chang, Yu-Kai Wang
Adaptive Trust Model for Multi-Agent Teaming Based on Reinforcement-Learning-Based Fusion. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Wenhao Ma, Yu-Cheng Chang, Jie Yang, Yu-Kai Wang, Chin-Teng Lin
Contrastive learning-based agent modeling for deep reinforcement learning. CoRR (2024)
Liang Ou, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
Fuzzy Centered Explainable Network for Reinforcement Learning. IEEE Trans. Fuzzy Syst. 32 (1) (2024)
Jinzhao Zhou, Yiqun Duan, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
BELT: Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision. CoRR (2023)
Yanqiu Tian, Leijie Zhang, Thomas Tien-Thong Do, Jia Liu, Yu-Kai Wang, Chin-Teng Lin
Classification of inattentional blindness using brain dynamics of ERPs. EMBC (2023)
Chin-Teng Lin, Jia Liu, Chieh-Ning Fang, Shih-Ying Hsiao, Yu-Cheng Chang, Yu-Kai Wang
Multistream 3-D Convolution Neural Network With Parameter Sharing for Human State Estimation. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Yiqun Duan, Jinzhao Zhou, Zhen Wang, Yu-Kai Wang, Chin-Teng Lin
DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation. CoRR (2023)
Stefano Aldini, Avinash K. Singh, Daniel Leong, Yu-Kai Wang, Marc G. Carmichael, Dikai Liu, Chin-Teng Lin
Detection and Estimation of Cognitive Conflict During Physical Human-Robot Collaboration. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Abdullah Almohammadi, Yu-Kai Wang
Integrated Connectivity-based Stacking Ensemble Learning with GCNNs for EEG Representation. SSCI (2023)
Yiqun Duan, Jinzhao Zhou, Zhen Wang, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
Domain-Specific Denoising Diffusion Probabilistic Models for Brain Dynamics. CoRR (2023)
Yiqun Duan, Charles Chau, Zhen Wang, Yu-Kai Wang, Chin-Teng Lin
DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation. NeurIPS (2023)
Xiaofei Wang, Hsiang-Ting Chen, Yu-Kai Wang, Chin-Teng Lin
Implicit Robot Control Using Error-Related Potential-Based Brain-Computer Interface. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Justin Sia, Yu-Cheng Chang, Chin-Teng Lin, Yu-Kai Wang
EEG-BASED TNN for Driver Vigilance Monitoring. SSCI (2023)
Liang Ou, Thomas Do, Xuan-The Tran, Daniel Leong, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
Improving CCA Algorithms on SSVEP Classification with Reinforcement Learning Based Temporal Filtering. AI (2) (2023)
Liang Ou, Yu-Chen Chang, Yu-Kai Wang, Chin-Teng Lin
Explain Reinforcement Learning Agents Through Fuzzy Rule Reconstruction. FUZZ (2023)
Abdullah Almohammadi, Yu-Kai Wang
A Multi-class Graph Convolutional Neural Network for EEG Classification and Representation. ISCIT (2023)
Gang Li, Yu-Kai Wang, Mark McGill, Katharina Margareta Theresa Pöhlmann, Stephen A. Brewster, Frank E. Pollick
Resting-state EEG in the Vestibular Region Can Predict Motion Sickness Induced by a Motion-Simulated in-car VR Platform. SSCI (2023)
Kai-Wei Chang, Yu-Kai Wang, Hua Shen, Iu-thing Kang, Wei-Cheng Tseng, Shang-Wen Li, Hung-yi Lee
SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks. CoRR (2023)
Katharina Margareta Theresa Pöhlmann, Ammar Jamal Said Al-Taie, Gang Li, Abhraneil Dam, Yu-Kai Wang, Chun-Shu Wei, Georgios Papaioannou
2nd Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys - Finding Consensus in the Field. AutomotiveUI (Adjunct Proceedings) (2023)
Yiqun Duan, Zhen Wang, Yi Li, Jianhang Tang, Yu-Kai Wang, Chin-Teng Lin
Cross task neural architecture search for EEG signal recognition. Neurocomputing 545 (2023)
Yiqun Duan, Zhen Wang, Jingya Wang, Yu-Kai Wang, Chin-Teng Lin
Position-aware image captioning with spatial relation. Neurocomputing 497 (2022)
Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Hung T. Nguyen, Rifai Chai
Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators. Sensors 22 (16) (2022)
Chin-Teng Lin, Yanqiu Tian, Yu-Kai Wang, Tien-Thong Nguyen Do, Yao-Lung Chang, Jung-Tai King, Kuan-Chih Huang, Lun-De Liao
Effects of Multisensory Distractor Interference on Attentional Driving. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Joshua Mendez, Richard Aplin, Yu-Kai Wang
Remote Guided Robotics via Leap Motion and Mixed Reality. SeGAH (2022)
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Chin-Teng Lin, Yu-Kai Wang, Humberto Bustince
Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface. IEEE Trans. Fuzzy Syst. 30 (7) (2022)
Alireza Rafiei, Yu-Kai Wang
Automated Major Depressive Disorder Classification using Deep Convolutional Neural Networks and Choquet Fuzzy Integral Fusion. SSCI (2022)
Yanqiu Tian, Tien-Thong Nguyen Do, Yu-Kai Wang, Chin-Teng Lin
The effect of different sensory modalities on inattentional blindness in a virtual environment for attentional loss improvement. SeGAH (2022)
Wenhao Ma, Yu-Cheng Chang, Yu-Kai Wang, Chin-Teng Lin
Human-Autonomous Teaming Framework Based on Trust Modelling. AI (2022)
Katharina Margareta Theresa Pöhlmann, Gang Li, Abhraneil Dam, Yu-Kai Wang, Chun-Shu Wei, Adrian Brietzke, Georgios Papaioannou
Workshop on Multimodal Motion Sickness Detection and Mitigation Methods for Car Journeys. AutomotiveUI (Adjunct Proceedings) (2022)
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions. IEEE Trans. Cybern. 52 (8) (2022)
Yiqun Duan, Zhen Wang, Yi Li, Jianhang Tang, Yu-Kai Wang, Chin-Teng Lin
Cross Task Neural Architecture Search for EEG Signal Classifications. CoRR (2022)
Mauro Nascimben, Yu-Kai Wang, Jung-Tai King, Tzyy-Ping Jung, Jonathan Touryan, Brent J. Lance, Chin-Teng Lin
Alpha Correlates of Practice During Mental Preparation for Motor Imagery. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Campbell Gorman, Yu-Kai Wang
A Closed-Loop AR-based BCI for Real-World System Control. SSCI (2021)
Stefano Aldini, Avinash Kumar Singh, Marc Carmichael, Yu-Kai Wang, Dikai Liu, Chin-Teng Lin
Prediction-Error Negativity to Assess Singularity Avoidance Strategies in Physical Human-Robot Collaboration. ICRA (2021)
Chin-Teng Lin, Chun-Hsiang Chuang, Yu-Chia Hung, Chieh-Ning Fang, Dongrui Wu, Yu-Kai Wang
A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. IEEE Trans. Cybern. 51 (10) (2021)
Tien-Thong Nguyen Do, Yu-Kai Wang, Chin-Teng Lin
Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fernández, José Antonio Sanz, Humberto Bustince
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions. CoRR (2021)
Tharun Kumar Reddy, Yu-Kai Wang, Chin-Teng Lin, Javier Andreu-Perez
Joint Approximate Diagonalization Divergence Based Scheme for EEG Drowsiness Detection Brain Computer Interfaces. FUZZ-IEEE (2021)
Yanqiu Tian, Alexander G. Minton, Howe Yuan Zhu, Gina Notaro, Raquel Galvan-Garza, Yu-Kai Wang, Hsiang-Ting Chen, James Allen, Matthias D. Ziegler, Chin-Teng Lin
A Comparison of Common Video Game versus Real-World Heads-Up-Display Designs for the Purpose of Target Localization and Identification. ISMAR Adjunct (2021)
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
Adaptive Initialization Method for K-Means Algorithm. Frontiers Artif. Intell. 4 (2021)
Weiping Ding, Yurui Ming, Yu-Kai Wang, Chin-Teng Lin
Memory augmented convolutional neural network and its application in bioimages. Neurocomputing 466 (2021)
Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Shih-Kang Chen, Chin-Sheng Chen, Yu-Kai Wang, Chin-Teng Lin
An SSVEP Stimuli Design using Real-time Camera View with Object Recognition. SSCI (2020)
Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. CoRR (2020)
Avinash Kumar Singh, Stefano Aldini, Daniel Leong, Yu-Kai Wang, Marc G. Carmichael, Dikai Liu, Chin-Teng Lin
Prediction Error Negativity in Physical Human-Robot Collaboration. BCI (2020)
Dulan Perera, Yu-Kai Wang, Chin-Teng Lin, Jinchuan Zheng, Hung T. Nguyen, Rifai Chai
Statistical Analysis of Brain Connectivity Estimators during Distracted Driving. EMBC (2020)
Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Fuzzy Divergence Based Analysis for Eeg Drowsiness Detection Brain Computer Interfaces. FUZZ-IEEE (2020)
Yurui Ming, Danilo Pelusi, Chieh-Ning Fang, Mukesh Prasad, Yu-Kai Wang, Dongrui Wu, Chin-Teng Lin
EEG data analysis with stacked differentiable neural computers. Neural Comput. Appl. 32 (12) (2020)
Avinash Kumar Singh, Yu-Kai Wang, Jung-Tai King, Chin-Teng Lin
Extended Interaction With a BCI Video Game Changes Resting-State Brain Activity. IEEE Trans. Cogn. Dev. Syst. 12 (4) (2020)
Javier Fumanal-Idocin, Zdenko Takác, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Ching-Teng Lin, Yu-Kai Wang, Humberto Bustince
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface. CoRR (2020)
Paulo Vitor de Campos Souza, Yu-Kai Wang, Edwin Lughofer
Knowledge extraction about patients surviving breast cancer treatment through an autonomous fuzzy neural network. FUZZ-IEEE (2020)
Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. IJCNN (2020)
Chin-Teng Lin, Jung-Tai King, Chun-Hsiang Chuang, Weiping Ding, Wei-Yu Chuang, Lun-De Liao, Yu-Kai Wang
Exploring the Brain Responses to Driving Fatigue Through Simultaneous EEG and fNIRS Measurements. Int. J. Neural Syst. 30 (1) (2020)
Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin
EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning. CoRR (2020)
Zehong Cao, Weiping Ding, Yu-Kai Wang, Farookh Khadeer Hussain, Adel Al-Jumaily, Chin-Teng Lin
Effects of repetitive SSVEPs on EEG complexity using multiscale inherent fuzzy entropy. Neurocomputing 389 (2020)
Stefano Aldini, Ashlesha Akella, Avinash Kumar Singh, Yu-Kai Wang, Marc Carmichael, Dikai Liu, Chin-Teng Lin
Effect of Mechanical Resistance on Cognitive Conflict in Physical Human-Robot Collaboration. ICRA (2019)
Jie Yang, Yu-Kai Wang, Xin Yao, Chin-Teng Lin
Adaptive Initialization Method for K-means Algorithm. CoRR (2019)
Tharun Kumar Reddy, Vipul Arora, Satyam Kumar, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Electroencephalogram Based Reaction Time Prediction With Differential Phase Synchrony Representations Using Co-Operative Multi-Task Deep Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 3 (5) (2019)
Alex S. Prasetia, Rong-Jong Wai, Yi-Lun Wen, Yu-Kai Wang
Mission-Based Energy Consumption Prediction of Multirotor UAV. IEEE Access 7 (2019)
Yurui Ming, Weiping Ding, Danilo Pelusi, Dongrui Wu, Yu-Kai Wang, Mukesh Prasad, Chin-Teng Lin
Subject adaptation network for EEG data analysis. Appl. Soft Comput. 84 (2019)
Li-Wei Ko, Yi-Chen Lu, Humberto Bustince, Yu-Cheng Chang, Yang Chang, Javier Fernández, Yu-Kai Wang, José Antonio Sanz, Graçaliz Pereira Dimuro, Chin-Teng Lin
Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface. IEEE Comput. Intell. Mag. 14 (1) (2019)
Shao-Chang Huang, Chih-Cherng Liao, Hsien-Feng Liao, Shou-Peng Weng, Karuna Nidhi, Yu-Kai Wang, Yi-Jen Chen, Hwa-Chyi Chiou, Yeh-Ning Jou, Jian-Hsing Lee
Analyzing Gate-Driven Circuit Parameters for Adding ESD Performances. ICCE-TW (2019)
Chin-Teng Lin, Ching-Yu Chiu, Avinash Kumar Singh, Jung-Tai King, Li-Wei Ko, Yun-Chen Lu, Yu-Kai Wang
A Wireless Multifunctional SSVEP-Based Brain-Computer Interface Assistive System. IEEE Trans. Cogn. Dev. Syst. 11 (3) (2019)
Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Multiclass Fuzzy Time-Delay Common Spatio-Spectral Patterns With Fuzzy Information Theoretic Optimization for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 27 (10) (2019)
Chin-Teng Lin, Mauro Nascimben, Jung-Tai King, Yu-Kai Wang
Task-related EEG and HRV entropy factors under different real-world fatigue scenarios. Neurocomputing 311 (2018)
Chin-Teng Lin, Tsung-Yu Hsieh, Yu-Ting Liu, Yang-Yin Lin, Chieh-Ning Fang, Yu-Kai Wang, Gary G. Yen, Nikhil R. Pal, Chun-Hsiang Chuang
Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets. IEEE Trans. Knowl. Data Eng. 30 (5) (2018)
Yurui Ming, Yu-Kai Wang, Mukesh Prasad, Dongrui Wu, Chin-Teng Lin
Sustained Attention Driving Task Analysis based on Recurrent Residual Neural Network using EEG Data. FUZZ-IEEE (2018)
Chin-Teng Lin, Mukesh Prasad, Chia-Hsin Chung, Deepak Puthal, Hesham El-Sayed, Sharmi Sankar, Yu-Kai Wang, Jagendra Singh, Arun Kumar Sangaiah
IoT-Based Wireless Polysomnography Intelligent System for Sleep Monitoring. IEEE Access 6 (2018)
Chin-Chen Chang, Ngoc-Tu Huynh, Yu-Kai Wang, Yanjun Liu
An Improved Data Hiding Method Based on Lempel-Ziv-Welch Compression Codes. Int. J. Netw. Secur. 20 (3) (2018)
Chun-Hsiang Chuang, Zehong Cao, Yu-Kai Wang, Po-Tsang Chen, Chih-Sheng Huang, Nikhil R. Pal, Chin-Teng Lin
Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time. CoRR (2018)
Chin-Chen Chang, Tung-Shou Chen, Yu-Kai Wang, Yanjun Liu
A reversible data hiding scheme based on absolute moment block truncation coding compression using exclusive OR operator. Multim. Tools Appl. 77 (7) (2018)
Yu-Chia Hung, Yu-Kai Wang, Mukesh Prasad, Chin-Teng Lin
Brain dynamic states analysis based on 3D convolutional neural network. SMC (2017)
Chih-Chan Tu, Yu-Kai Wang, Tsung-Hsien Lin
A Low-Noise Area-Efficient Chopped VCO-Based CTDSM for Sensor Applications in 40-nm CMOS. IEEE J. Solid State Circuits 52 (10) (2017)
Mauro Nascimben, Yu-Kai Wang, Avinash Kumar Singh, Jung-Tai King, Chin-Teng Lin
Influence of EEG tonic changes on Motor Imagery performance. NER (2017)
Chih-Chan Tu, Feng-Wen Lee, Han-Chun Chen, Yu-Kai Wang, Tsung-Hsien Lin
An area-efficient capacitively-coupled sensor readout circuit with current-splitting OTA and FIR-DAC. A-SSCC (2017)
Yu-Cheng Chang, Yu-Kai Wang, Dongrui Wu, Chin-Teng Lin
Generating a fuzzy rule-based brain-state-drift detector by riemann-metric-based clustering. SMC (2017)
Ching-Yu Chiu, Avinash Kumar Singh, Yu-Kai Wang, Jung-Tai King, Chin-Teng Lin
A wireless steady state visually evoked potential-based BCI eating assistive system. IJCNN (2017)
Kuan-Chih Huang, Teng-Yi Huang, Chun-Hsiang Chuang, Jung-Tai King, Yu-Kai Wang, Chin-Teng Lin, Tzyy-Ping Jung
An EEG-Based Fatigue Detection and Mitigation System. Int. J. Neural Syst. 26 (4) (2016)
Chih-Chan Tu, Yu-Kai Wang, Tsung-Hsien Lin
sensor readout circuit with chopped VCO-based CTDSM in 40-nm CMOS. A-SSCC (2016)
Avinash Kumar Singh, Yu-Kai Wang, Jung-Tai King, Chin-Teng Lin, Li-Wei Ko
A simple communication system based on Brain Computer Interface. TAAI (2015)
Chin-Teng Lin, Yu-Kai Wang, Chieh-Ning Fang, Yi-Hsin Yu, Jung-Tai King
Extracting patterns of single-trial EEG using an adaptive learning algorithm. EMBC (2015)
Yu-Kai Wang, Shi-An Chen, Chin-Teng Lin
An EEG-based brain-computer interface for dual task driving detection. Neurocomputing 129 (2014)
Chin-Teng Lin, Shi-An Chen, Yu-Kai Wang, Shao-Wei Lu
Develop a multiple physiological system of ICU patients with symptom analysis and decision making. ICCE-TW (2014)
Jung-Shian Li, Che-Jen Hsieh, Yu-Kai Wang
Distributed key management scheme for peer-to-peer live streaming services. Int. J. Commun. Syst. 26 (10) (2013)
Chih-Sheng Huang, Chun-Ling Lin, Li-Wei Ko, Yu-Kai Wang, Jyun-Wei Liang, Chin-Teng Lin
Automatic Sleep Stage Classification GUI with a Portable EEG Device. HCI (28) (2013)
Yu-Kai Wang, Tzyy-Ping Jung, Shi-An Chen, Chin-Sheng Huang, Chin-Teng Lin
Tracking Attention Based on EEG Spectrum. HCI (28) (2013)
Chin-Teng Lin, Yu-Kai Wang, Jhe-Wei Fan, Shi-An Chen
The influence of acute stress on brain dynamics. CCMB (2013)
Chin-Teng Lin, Yu-Kai Wang, Shi-An Chen
A hierarchal classifier for identifying independent components. IJCNN (2012)
Chin-Teng Lin, Yu-Kai Wang, Shi-An Chen
An EEG-Based Brain-Computer Interface for Dual Task Driving Detection. ICONIP (1) (2011)
Chin-Teng Lin, Shi-An Chen, Li-Wei Ko, Yu-Kai Wang
EEG-based brain dynamics of driving distraction. IJCNN (2011)
Yu-Kai Wang, Nikhil R. Pal, Chin-Teng Lin, Shi-An Chen
Analyzing effect of distraction caused by dual-tasks on sharing of brain resources using SOM. IJCNN (2010)