Boyu Wang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Subspace Clustering

Multiple Kernel

Fault Diagnosis

Domain Adaptation

Top Venues

Knowl. Based Syst.

IEEE Trans. Instrum. Meas.

Publications

Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. CoRR (2024)
Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. CoRR (2024)
Saba Charmi Motlagh, Marc F. Joanisse, Boyu Wang, Yalda Mohsenzadeh
Unveiling the neural dynamics of conscious perception in rapid object recognition. NeuroImage 296 (2024)
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 Trans. Instrum. Meas. 73 (2024)
Ganyu Wang, Qingsong Zhang, Xiang Li, Boyu Wang, Bin Gu, Charles X. Ling
Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization. Mach. Learn. 113 (9) (2024)
Yutang Xiao, Hongbo Shi, Bing Song, Yang Tao, Shuai Tan, Boyu Wang
Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (3) (2024)
Jian Zhu, Ganxi Xu, Qintai Hu, Boyu Wang, Teng Zhou, Jing Qin
Dual Contrastive Training and Transferability-Aware Adaptation for Multisource Privacy-Preserving Motor Imagery Classification. IEEE Trans. Instrum. Meas. 73 (2024)
Yuan Zhou, Songyu Fang, Shuoshi Li, Boyu Wang, Sun-Yuan Kung
Contrastive learning based open-set recognition with unknown score. Knowl. Based Syst. 296 (2024)
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
Decentralized Federated Learning: A Survey on Security and Privacy. IEEE Trans. Big Data 10 (2) (2024)
Yujiao Hao, Xijian Lou, Boyu Wang, Rong Zheng
CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator. IEEE Trans. Mob. Comput. 23 (1) (2024)
Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagné, Shichun Yang, Charles X. Ling, Boyu Wang
Generalizing across Temporal Domains with Koopman Operators. AAAI (2024)
Yuan Zhou, Jieke Hao, Shuwei Huo, Boyu Wang, Leijiao Ge, Sun-Yuan Kung
Automatic Metric Search for Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui
Intersectional Unfairness Discovery. CoRR (2024)
Jian Zhu, Xinyu Chen, Qintai Hu, Yutang Xiao, Boyu Wang, Bin Sheng, C. L. Philip Chen
Clustering Environment Aware Learning for Active Domain Adaptation. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Jiaqi Li, Haojia Kong, Gezheng Xu, Changjian Shui, Ruizhi Pu, Zhao Kang, Charles X. Ling, Boyu Wang
Label shift conditioned hybrid querying for deep active learning. Knowl. Based Syst. 274 (2023)
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
When Source-Free Domain Adaptation Meets Learning with Noisy Labels. CoRR (2023)
Changjian Shui, William Wei Wang, Ihsen Hedhli, Chi Man Wong, Feng Wan, Boyu Wang, Christian Gagné
Lifelong Online Learning from Accumulated Knowledge. ACM Trans. Knowl. Discov. Data 17 (4) (2023)
Ganyu Wang, Qingsong Zhang, Li Xiang, Boyu Wang, Bin Gu, Charles Ling
Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization. CoRR (2023)
Fan Zhou, Yuyi Chen, Shichun Yang, Boyu Wang, Brahim Chaib-draa
On the value of label and semantic information in domain generalization. Neural Networks 163 (2023)
Changjian Shui, Ruizhi Pu, Gezheng Xu, Jun Wen, Fan Zhou, Christian Gagné, Charles X. Ling, Boyu Wang
Towards More General Loss and Setting in Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Di Wu, Fan Zhou, Boyu Wang, Qicheng Lao, Chi Man Wong, Changjian Shui, Yuan Zhou, Feng Wan
On the Benefits of Two Dimensional Metric Learning. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Pengcheng Xu, Boyu Wang, Charles Ling
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation. AAAI (2023)
Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment. AAAI (2023)
Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Gezheng Xu, Christian Gagné, Eric Eaton
Gap Minimization for Knowledge Sharing and Transfer. J. Mach. Learn. Res. 24 (2023)
Fan Zhou, Yuyi Chen, Jun Wen, Qiuhao Zeng, Changjian Shui, Charles X. Ling, Shichun Yang, Boyu Wang
Episodic task agnostic contrastive training for multi-task learning. Neural Networks 162 (2023)
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
When Source-Free Domain Adaptation Meets Learning with Noisy Labels. ICLR (2023)
Yutang Xiao, Hongbo Shi, Boyu Wang, Yang Tao, Shuai Tan, Bing Song
Fault Diagnosis of Unseen Modes in Chemical Processes Based on Labeling and Class Progressive Adversarial Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang
Hierarchical full-attention neural architecture search based on search space compression. Knowl. Based Syst. 269 (2023)
Chi Man Wong, Ze Wang, Masaki Nakanishi, Boyu Wang, Agostinho C. Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Feng Wan
Online Adaptation Boosts SSVEP-Based BCI Performance. IEEE Trans. Biomed. Eng. 69 (6) (2022)
Yutang Xiao, Hongbo Shi, Boyu Wang, Yang Tao, Shuai Tan, Bing Song
Weighted Conditional Discriminant Analysis for Unseen Operating Modes Fault Diagnosis in Chemical Processes. IEEE Trans. Instrum. Meas. 71 (2022)
Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Christian Gagné, Eric Eaton
Gap Minimization for Knowledge Sharing and Transfer. CoRR (2022)
Changjian Shui, Boyu Wang, Christian Gagné
On the benefits of representation regularization in invariance based domain generalization. Mach. Learn. 111 (3) (2022)
Yujiao Hao, Rong Zheng, Boyu Wang
Invariant Feature Learning for Sensor-Based Human Activity Recognition. IEEE Trans. Mob. Comput. 21 (11) (2022)
William Wei Wang, Gezheng Xu, Ruizhi Pu, Jiaqi Li, Fan Zhou, Changjian Shui, Charles X. Ling, Christian Gagné, Boyu Wang
Evolving Domain Generalization. CoRR (2022)
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
A novel domain adaptation theory with Jensen-Shannon divergence. Knowl. Based Syst. 257 (2022)
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné
Fair Representation Learning through Implicit Path Alignment. CoRR (2022)
Ghazal Farhani, Alexander Kazachek, Boyu Wang
Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks. CoRR (2022)
Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa
Domain generalization via optimal transport with metric similarity learning. Neurocomputing 456 (2021)
Fan Zhou, Changjian Shui, Shichun Yang, Bincheng Huang, Boyu Wang, Brahim Chaib-draa
Discriminative active learning for domain adaptation. Knowl. Based Syst. 222 (2021)
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang
Aggregating From Multiple Target-Shifted Sources. CoRR (2021)
Jingmei Yang, Feng Liu, Boyu Wang, Chao-Yang Chen, Timothy Church, Lee Dukes, Jeffrey O. Smith
Blood Pressure States Transition Inference Based on Multi-State Markov Model. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Changjian Shui, Boyu Wang, Christian Gagné
On the benefits of representation regularization in invariance based domain generalization. CoRR (2021)
Fan Zhou, Brahim Chaib-draa, Boyu Wang
Multi-task Learning by Leveraging the Semantic Information. CoRR (2021)
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang
Aggregating From Multiple Target-Shifted Sources. ICML (2021)
Boyu Wang, Chi Man Wong, Zhao Kang, Feng Liu, Changjian Shui, Feng Wan, C. L. Philip Chen
Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces. IEEE Trans. Cybern. 51 (10) (2021)
Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
Task Similarity Estimation Through Adversarial Multitask Neural Network. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Fan Zhou, Brahim Chaib-draa, Boyu Wang
Multi-task Learning by Leveraging the Semantic Information. AAAI (2021)
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu
Multi-view subspace clustering via partition fusion. Inf. Sci. 560 (2021)
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Boyu Wang, Mehrdad Saif, Shiladitya Chakrabarti
Imputation-Based Ensemble Techniques for Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa
Domain Generalization with Optimal Transport and Metric Learning. CoRR (2020)
Chi Man Wong, Boyu Wang, Ze Wang, Ka Fai Lao, Agostinho C. Rosa, Feng Wan
Spatial Filtering in SSVEP-Based BCIs: Unified Framework and New Improvements. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang
Deep Active Learning: Unified and Principled Method for Query and Training. AISTATS (2020)
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence. CoRR (2020)
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting. IEEE Trans. Smart Grid 11 (2) (2020)
Fan Zhou, Changjian Shui, Bincheng Huang, Boyu Wang, Brahim Chaib-draa
Discriminative Active Learning for Domain Adaptation. CoRR (2020)
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu
Clustering with similarity preserving. Neurocomputing 365 (2019)
Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang
Deep Active Learning: Unified and Principled Method for Query and Training. CoRR (2019)
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu
Multi-view Subspace Clustering via Partition Fusion. CoRR (2019)
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
A Principled Approach for Learning Task Similarity in Multitask Learning. CoRR (2019)
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
A Principled Approach for Learning Task Similarity in Multitask Learning. IJCAI (2019)
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu
Clustering with Similarity Preserving. CoRR (2019)
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting. ECML/PKDD (3) (2017)
Xuezhang Hu, Sumit Chakravarty, Qi She, Boyu Wang
A modified hierarchical graph cut based video segmentation approach for high frame rate video. Image Processing: Machine Vision Applications (2013)
Boyu Wang, Chiman Wong, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
Trial pruning based on genetic algorithm for single-trial EEG classification. Comput. Electr. Eng. 38 (1) (2012)
Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis. PAKDD Workshops (2011)
Chiman Wong, Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface. IJCNN (2011)
Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
Entropy penalized learning for Gaussian mixture models. IJCNN (2011)
Boyu Wang, Feng Wan
Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement. ISNN (2) (2009)
Boyu Wang, Feng Wan, Lianjie Shu
A modified counter-propagation network for process mean shift identification. SMC (2008)