Ze Wang, Lu Shen, Xinran Mi, Leqian Cheng, Yi Yang, Boyu Wang, Tzyy-Ping Jung, Feng Wan, "Unified Online Adaptation Framework for Correlation Analysis-based Spatial Filtering Methods in SSVEP-based BCIs," IEEE Journal of Biomedical and Health Informatics, 2026, <doi link>, <bibtex>
Yi Yang, Chenxi Sun, Ruoning Lyu, Jiaqi Wang, Ze Wang, Xun Chen, Chin-Teng Lin, Tzyy-Ping Jung, Feng Wan, "Prototypical Contrastive Learning With Temporal Dynamic Graph Convolutional Network for EEG-Based Emotion Recognition," IEEE Transactions on Affective Computing, 2026, <doi link>, <bibtex>
Lu Shen, Ze Wang, Fali Li, Linling Li, Zhiguo Zhang, Peng Xu, Zhiying Zhao, Wenya Nan, Feng Wan, "Neurofeedback System over Frontal Alpha Asymmetry Modulates Fairness-related Social Decision-Making," IEEE Transactions on Computational Social Systems, 2025, <doi link>, <bibtex>
Yi Yang, Ze Wang, Ziyu Jia, Boyu Wang, Shangen Zhang, Chi Man Wong, Xiaorong Gao, Tzyy-Ping Jung, Feng Wan, "Dual-Branch Attention-based Frequency Domain Network for Cross-subject SSVEP-BCIs," IEEE Journal of Biomedical and Health Informatics, 2025, <doi link>, <bibtex>
Xucheng Liu, Lu Shen, Ze Wang, Wei Tao, Shun Liu, Fali Li, Peng Xu, Tzyy-Ping Jung, Feng Wan, "Decoding Decision-Making and Feedback Interactions: Insights From EEG Activation Network," IEEE Journal of Biomedical and Health Informatics, 2025, <doi link>, <bibtex>
Yi Yang, Ze Wang, Yu Song, Ziyu Jia, Boyu Wang, Tzyy-Ping Jung, Feng Wan, "Exploiting the Intrinsic Neighborhood Semantic Structure for Domain Adaptation in EEG-based Emotion Recognition," IEEE Transactions on Affective Computing, 2025, <doi link>, <bibtex>
Ze Wang, Lu Shen, Yi Yang, Yueqi Ma, Chi Man Wong, Zige Liu, Cuiyun Lin, Chi Tin Hon, Tao Qian, Feng Wan, "A Least-Square Unified Framework for Spatial Filtering in SSVEP-Based BCIs," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, <doi link>, <bibtex>
Yi Yang, Ze Wang, Wei Tao, Xucheng Liu, Ziyu Jia, Boyu Wang, Feng Wan, "Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition," IEEE Transactions on Affective Computing, 2024, <doi link>, <bibtex>
Sepehr Asgarian, Ze Wang, Feng Wan, Chi Man Wong, Feng Liu, Yalda Mohsenzadeh, Boyu Wang, Charles X. Ling, "Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces," IEEE Transactions on Instrumentation and Measurement, 2024, <doi link>, <bibtex>
Wei Tao, Ze Wang, Chi Man Wong, Ziyu Jia, Chang Li, Xun Chen, C. L. Philip Chen, Feng Wan, "ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, <doi link>, <bibtex>
Xucheng Liu, Ze Wang, Shun Liu, Lianggeng Gong, Pedro A. Valdes Sosa, Benjamin Becker, Tzyy-Ping Jung, Xi-jian Dai, Feng Wan, "Activation network improves spatiotemporal modelling of human brain communication processes," NeuroImage, 2023, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Boyu Wang, Zhao Feng, Fengyu Cong, Feng Wan, "Compact artificial neural network based on task attention for individual SSVEP recognition with less calibration," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Agostinho Rosa, Tao Qian, Tzyy-Ping Jung, Feng Wan, "Stimulus-stimulus transfer based on time-frequency-joint representation in SSVEP-based BCIs," IEEE Transactions on Biomedical Engineering, 2022, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Agostinho Rosa, Tao Qian, Feng Wan, "Adaptive Fourier decomposition for multi-channel signal analysis," IEEE Transactions on Signal Processing, 2022, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Wenya Nan, Qi Tang, Agostinho C. Rosa, Peng Xu, Feng Wan, "Learning curve of a short time neurofeedback training: Reflection of brain network dynamics based on phase locking value," IEEE Transactions on Cognitive and Developmental Systems, 2021, <doi link>, <bibtex>
Ze Wang, Feng Wan, Chi Man Wong, Tao Qian, "Fast basis search for adaptive Fourier decomposition," EURASIP Journal on Advances in Signal Processing, 2018, <doi link>, <bibtex>
Ze Wang, Feng Wan, Chi Man Wong, Liming Zhang, "Adaptive Fourier decomposition based ECG denoising," Computers in Biology and Medicine, 2016, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Feng Wan, "Adaptive Fourier decomposition based R-peak detection for noisy ECG signals," in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, <doi link>, <bibtex>
Yufan Peng, Ze Wang, Chi Man Wong, Wenya Nan, Agostinho Rosa, Peng Xu, Feng Wan, Yong Hu, "Changes of EEG phase synchronization and EOG signals along the use of steady state visually evoked potential-based brain computer interface," Journal of Neural Engineering, 2020, <doi link>, <bibtex>
Ze Wang, Limin Yang, Chi Man Wong, Feng Wan, "Fast basis searching method of adaptive Fourier decomposition based on Nelder-Mead algorithm for ECG signals," in 12th International Symposium on Neural Networks (ISNN), 2015, <doi link>, <bibtex>
Ze Wang, Janir Nuno da Cruz, Feng Wan, "Adaptive Fourier Decomposition Approach for Lung-Heart Sound Separation," in IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 2015, <doi link>, <bibtex>
Ze Wang, Chi Man Wong, Janir Nuno da Cruz, Feng Wan, Pui-In Mak, Peng Un Mak, Mang I Vai, "Muscle and electrode motion artifacts reduction in ECG using adaptive Fourier decomposition," in IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014, <doi link>, <bibtex>
Chi Man Wong, Ze Wang, Boyu Wang, Agostinho Rosa, Tzyy-Ping Jung, Feng Wan, "Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, <doi link>, <bibtex>
Chi Man Wong, Ze Wang, Masaki Nakanishi, Boyu Wang, Agostinho Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Feng Wan, "Online adaptation boosts SSVEP-based BCI performance," IEEE Transactions on Biomedical Engineering, 2021, <doi link>, <bibtex>
Chi Man Wong, Ze Wang, Agostinho C. Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Yong Hu, Feng Wan, "Transferring subject-specific knowledge across stimulus frequencies in SSVEP-based BCIs," IEEE Transactions on Automation Science and Engineering, 2021, <doi link>, <bibtex>
Chi Man Wong, Ze Wang, Boyu Wang, Ka Fai Lao, Agostinho Rosa, Peng Xu, Tzyy-Ping Jung, C. L. Philip Chen, Feng Wan, "Inter- and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020, <doi link>, <bibtex>
Chi Man Wong, Boyu Wang, Ze Wang, Ka Fai Lao, Agostinho Rosa, Feng Wan, "Spatial filtering in SSVEP-based BCIs: Unified framework and new improvements," IEEE Transactions on Biomedical Engineering, 2020, <doi link>, <bibtex>
Chi Man Wong, Feng Wan, Boyu Wang, Ze Wang, Wenya Nan, Ka Fai Lao, Peng Un Mak, Mang I Vai, Agostinho Rosa, "Learning across multi-stimulus enhances target recognition methods in SSVEP-based BCIs," Journal of Neural Engineering, 2020, <doi link>, <bibtex>
Yufan Peng, Chi Man Wong, Ze Wang, Feng Wan, Mang I Vai, Peng Un Mak, Yong Hu, Agostinho C. Rosa, "Fatigue evaluation using multi-scale entropy of EEG in SSVEP-based BCI," IEEE Access, 2019, <doi link>, <bibtex>
Limin Yang, Ze Wang, Chi Man Wong, Feng Wan, "Frequency recognition based on wavelet-independent component analysis for SSVEP-based BCIs," in 12th International Symposium on Neural Networks (ISNN), 2015, <doi link>, <bibtex>
Wei Chen, Ze Wang, Ka Fai Lao, Feng Wan, "Ocular artifact removal from EEG using ANFIS," in 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014, <doi link>, <bibtex>
Janir Nuno da Cruz, Ze Wang, Chi Man Wong, Feng Wan, "Single-trial detection of error-related potential by one-unit SOBI-R in SSVEP-based BCI," in 11th International Symposium on Neural Networks (ISNN), 2014, <doi link>, <bibtex>
研究项目
2025/04 - 2028/04 兼具解釋性與任務導向性的自適應腦網絡算法研究
Grant No: 0096/2024/RIA2
Founder: Science and Technology Development Fund (FDCT), Macau SAR
Role: PI
Support amount: MOP $ 974,600.00
2025/01 - 2027/12 结合自适应傅里叶分解与迁移学习的SSVEP跨域识别的研究
Grant No: 82402428
Founder: 国家自然科学基金 青年科学基金项目
Role: PI
Support amount: RMB $ 300,000.00
2023/10/08 - 2025/10/08 結合性能差異最小化與測試時適應的遷移學習對免疫檢查點抑制劑相關肺炎檢測的研究 (Performance gap minimization and test-time adaption based transfer learning approach for checkpoint inhibitor pneumonia detection)
Grant No: 0024/2023/RIA1
Founder: Science and Technology Development Fund (FDCT), Macau SAR
Role: PI
Support amount: MOP $ 718,000.00
2023/12/10 - 2025/12/10 結合自適應傅裡葉分解與深度神經網絡的模式識別框架對腦機接口中穩態視覺誘發電位識別的研究 (Steady-state visual evoked potential recognition framework combining adaptive Fourier decomposition and deep neural network in brain-computer interface)
Grant No: 0024/2023/ITP1
Founder: Science and Technology Development Fund (FDCT), Macau SAR
Role: PI
Support amount: MOP $ 440,000.00
2023 - 2026 基於AFD與小波分析的肺功能人工智能關鍵技術研究 (Key Technology Research of Artificial Intelligence for Lung Function Based on AFD and Wavelet Analysis)
Grant No: 0020/2023/RIB1
Founder: Science and Technology Development Fund (FDCT), Macau SAR