Boyu Wang

Orcid: 0000-0002-7413-4162

Affiliations:

University of Western Ontario, Vector Institute, Brain Mind Institute, London, Canada
University of Pennsylvania, Philadelphia, PA, USA (former)
Princeton University, Princeton, NJ, USA (former)
McGill University, Montreal, QC, Canada (PhD 2016)
University of Macau, Macau, SAR, China (former)

According to our database¹, Boyu Wang authored at least 90 papers between 2008 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

A simple remedy for failure modes in physics informed neural networks.

[BibT_eX]

[DOI]

Ghazal Farhani

Nima Hosseini Dashtbayaz

Alexander Kazachek

Boyu Wang

Neural Networks, 2025

2024

PLBR: A Semi-Supervised Document Key Information Extraction via Pseudo-Labeling Bias Rectification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2024

Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization.

[BibT_eX]

[DOI]

Mach. Learn., September, 2024

Automatic Metric Search for Few-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Clustering Environment Aware Learning for Active Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., June, 2024

Decentralized Federated Learning: A Survey on Security and Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, April, 2024

Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, March, 2024

A fast local citation recommendation algorithm scalable to multi-topics.

[BibT_eX]

[DOI]

Maxwell J. Yin

Boyu Wang

Charles Ling

Expert Syst. Appl., March, 2024

CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., January, 2024

Dual Contrastive Training and Transferability-Aware Adaptation for Multisource Privacy-Preserving Motor Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2024

Source-Free Domain Adaptation for Question Answering with Masked Self-training.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2024

Unveiling the neural dynamics of conscious perception in rapid object recognition.

[BibT_eX]

[DOI]

NeuroImage, 2024

XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG.

[BibT_eX]

[DOI]

NeuroImage, 2024

Contrastive learning based open-set recognition with unknown score.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression.

[BibT_eX]

[DOI]

CoRR, 2024

MABR: A Multilayer Adversarial Bias Removal Approach Without Prior Bias Knowledge.

[BibT_eX]

[DOI]

Maxwell J. Yin

Boyu Wang

Charles Ling

CoRR, 2024

Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning.

[BibT_eX]

[DOI]

Maxwell Yin

Boyu Wang

Charles Ling

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations.

[BibT_eX]

[DOI]

Nima Hosseini Dashtbayaz

Ghazal Farhani

Boyu Wang

Charles X. Ling

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Intersectional Unfairness Discovery.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Generalizing across Temporal Domains with Koopman Operators.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Towards More General Loss and Setting in Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Lifelong Online Learning from Accumulated Knowledge.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2023

Episodic task agnostic contrastive training for multi-task learning.

[BibT_eX]

[DOI]

Neural Networks, May, 2023

On the Benefits of Two Dimensional Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Fault Diagnosis of Unseen Modes in Chemical Processes Based on Labeling and Class Progressive Adversarial Learning.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

On the value of label and semantic information in domain generalization.

[BibT_eX]

[DOI]

Neural Networks, 2023

From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping.

[BibT_eX]

[DOI]

Medical Image Anal., 2023

Hierarchical full-attention neural architecture search based on search space compression.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Label shift conditioned hybrid querying for deep active learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Gap Minimization for Knowledge Sharing and Transfer.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Toward Open-ended Embodied Tasks Solving.

[BibT_eX]

[DOI]

CoRR, 2023

Hessian Aware Low-Rank Weight Perturbation for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-Stationary Environments.

[BibT_eX]

[DOI]

CoRR, 2023

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild.

[BibT_eX]

[DOI]

Yujiao Hao

Boyu Wang

Rong Zheng

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

When Source-Free Domain Adaptation Meets Learning with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics - 16th International Conference, 2023

Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation.

[BibT_eX]

[DOI]

Pengcheng Xu

Boyu Wang

Charles Ling

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Invariant Feature Learning for Sensor-Based Human Activity Recognition.

[BibT_eX]

[DOI]

Yujiao Hao

Rong Zheng

Boyu Wang

IEEE Trans. Mob. Comput., 2022

Weighted Conditional Discriminant Analysis for Unseen Operating Modes Fault Diagnosis in Chemical Processes.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Online Adaptation Boosts SSVEP-Based BCI Performance.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2022

On the benefits of representation regularization in invariance based domain generalization.

[BibT_eX]

[DOI]

Changjian Shui

Boyu Wang

Christian Gagné

Mach. Learn., 2022

A novel domain adaptation theory with Jensen-Shannon divergence.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

Ghazal Farhani

Alexander Kazachek

Boyu Wang

CoRR, 2022

Evolving Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator.

[BibT_eX]

[DOI]

Yujiao Hao

Boyu Wang

Rong Zheng

CoRR, 2022

Domain-Augmented Domain Adaptation.

[BibT_eX]

[DOI]

Qiuhao Zeng

Tianze Luo

Boyu Wang

CoRR, 2022

Gap Minimization for Knowledge Sharing and Transfer.

[BibT_eX]

[DOI]

CoRR, 2022

On Learning Fairness and Accuracy on Multiple Subgroups.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fair Representation Learning through Implicit Path Alignment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Weakly Supervised Object Localization as Domain Adaption.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

On Learning Contrastive Representations for Learning with Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Task Similarity Estimation Through Adversarial Multitask Neural Network.

[BibT_eX]

[DOI]

Fan Zhou

Changjian Shui

Mahdieh Abbasi

Louis-Émile Robitaille

Boyu Wang

Christian Gagné

IEEE Trans. Neural Networks Learn. Syst., 2021

Imputation-Based Ensemble Techniques for Class Imbalance Learning.

[BibT_eX]

[DOI]

Roozbeh Razavi-Far

Maryam Farajzadeh-Zanjani

Boyu Wang

Mehrdad Saif

Shiladitya Chakrabarti

IEEE Trans. Knowl. Data Eng., 2021

Blood Pressure States Transition Inference Based on Multi-State Markov Model.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Discriminative active learning for domain adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multi-view subspace clustering via partition fusion.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Domain generalization via optimal transport with metric similarity learning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Full-attention based Neural Architecture Search using Context Auto-regression.

[BibT_eX]

[DOI]

CoRR, 2021

Aggregating From Multiple Target-Shifted Sources.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

Multi-task Learning by Leveraging the Semantic Information.

[BibT_eX]

[DOI]

Fan Zhou

Brahim Chaib-draa

Boyu Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Spatial Filtering in SSVEP-Based BCIs: Unified Framework and New Improvements.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence.

[BibT_eX]

[DOI]

CoRR, 2020

Domain Generalization with Optimal Transport and Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Discriminative Active Learning for Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Active Learning: Unified and Principled Method for Query and Training.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Clustering with similarity preserving.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A Principled Approach for Learning Task Similarity in Multitask Learning.

[BibT_eX]

[DOI]

Changjian Shui

Mahdieh Abbasi

Louis-Émile Robitaille

Boyu Wang

Christian Gagné

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Cross-Layer Design for Network Lifetime Maximization in Underwater Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Leveraging Disease Progression Learning for Medical Image Recognition.

[BibT_eX]

[DOI]

Qicheng Lao

Thomas Fevens

Boyu Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2013

A modified hierarchical graph cut based video segmentation approach for high frame rate video.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Machine Vision Applications VI, 2013

2012

Trial pruning based on genetic algorithm for single-trial EEG classification.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2012

2011

Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Applied Data Mining, 2011

A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Entropy penalized learning for Gaussian mixture models.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2009

Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement.

[BibT_eX]

[DOI]

Boyu Wang

Feng Wan

Proceedings of the Advances in Neural Networks, 2009

2008

A modified counter-propagation network for process mean shift identification.

[BibT_eX]

[DOI]

Boyu Wang

Feng Wan

Lianjie Shu

Proceedings of the IEEE International Conference on Systems, 2008

Boyu Wang

Timeline

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