Boyu Wang

154 papers A* 32A 1B 4Journal 106Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Study of Adaptive Modeling Towards Robust Generalization.
CoRR
Zihao Jing, Qiuhao Zeng, Ruiyi Fang, Yan Yi Li, Yan Sun, Boyu Wang, Pingzhao Hu
2026 J jnl
Class-Missing Semi-supervised document key information extraction via synergistic refinement estimation.
Inf. Process. Manag.
Pengcheng Guo, Yonghong Song, Boyu Wang, Yankai Cao, Jiayang Ren, Chaojie Ji, Jiahao Liu, Qi Zhang, Qiangqiang Mao
2026 J jnl
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding.
CoRR
Zihao Jing, Qiuhao Zeng, Ruiyi Fang, Yan Sun, Boyu Wang, Pingzhao Hu
2026 A* conf
Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure.
AAAI
Ruiyi Fang, Shuo Wang, Ruizhi Pu, Qiuhao Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang
2026 J jnl
Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure.
CoRR
Ruiyi Fang, Shuo Wang, Ruizhi Pu, Qiuhao Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang
2026 A* conf
HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification.
AAAI
Hao Zheng, Meiguang Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Tingxuan Chen, Rongchang Zhao, Boyu Wang
2026 A* conf
Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning.
AAAI
Hao Zheng, Shiyu Song, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu, Rongchang Zhao, Ruizhi Pu, Ruiyi Fang, Boyu Wang
2026 J jnl
Towards Generalized Multi-Image Editing for Unified Multimodal Models.
CoRR
Pengcheng Xu, Peng Tang, Donghao Luo, Xiaobin Hu, Weichu Cui, Qingdong He, Zhennan Chen, Jiangning Zhang, Charles Ling, Boyu Wang
2026 J jnl
When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining.
CoRR
Zhihao Li, Gezheng Xu, Jiale Cai, Ruiyi Fang, Di Wu, Qicheng Lao, Charles X. Ling, Boyu Wang
2025 J jnl
A simple remedy for failure modes in physics informed neural networks.
Neural Networks
Ghazal Farhani, Nima Hosseini Dashtbayaz, Alexander Kazachek, Boyu Wang
2025 A* conf
ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning.
AAAI
Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang
2025 J jnl
Dual-Contrastive Multiview Graph Attention Network for Industrial Fault Diagnosis Under Domain and Label Shift.
IEEE Trans. Instrum. Meas.
Jian Zhu, Shuliu Wu, Yutang Xiao, Boyu Wang, Ruichu Cai
2025 J jnl
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models.
CoRR
Maxwell J. Yin, Dingyi Jiang, Yongbing Chen, Boyu Wang, Charles Ling
2025 A* conf
Event-Driven Online Vertical Federated Learning.
ICLR
Ganyu Wang, Boyu Wang, Bin Gu, Charles Ling
2025 J jnl
Event-Driven Online Vertical Federated Learning.
CoRR
Ganyu Wang, Boyu Wang, Bin Gu, Charles Ling
2025 J jnl
Exploiting the Intrinsic Neighborhood Semantic Structure for Domain Adaptation in EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Yi Yang, Ze Wang, Yu Song, Ziyu Jia, Boyu Wang, Tzyy-Ping Jung, Feng Wan
2025 A* conf
FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning.
CVPR
Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang
2025 J jnl
FedELR: When federated learning meets learning with noisy labels.
Neural Networks
Ruizhi Pu, Lixing Yu, Shaojie Zhan, Gezheng Xu, Fan Zhou, Charles X. Ling, Boyu Wang
2025 A* conf
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning.
ICML
Ganyu Wang, Jinjie Fang, Maxwell J. Yin, Bin Gu, Xi Chen, Boyu Wang, Yi Chang, Charles Ling
2025 J jnl
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning.
CoRR
Ganyu Wang, Jinjie Fang, Maxwell J. Yin, Bin Gu, Xi Chen, Boyu Wang, Charles X. Ling
2025 J jnl
Generative AI for the Design of Molecules: Advances and Challenges.
J. Chem. Inf. Model.
Yan Sun, Lianghong Chen, Zihao Jing, Yan Yi Li, Dongkyu Kim, Jing-Yan Gao, Reza Noroozi, Grace Y. Yi, Conrard Giresse Tetsassi Feugmo, Anna Klinkova, Kyla Sask, Agustinus Kristiadi, Boyu Wang, Elizabeth R. Gillies, Kun Ping Lu, Haotian Harvey Shi, Pingzhao Hu
2025 J jnl
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning.
CoRR
Yuting He, Boyu Wang, Rongjun Ge, Yang Chen, Guanyu Yang, Shuo Li
2025 J jnl
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuting He, Boyu Wang, Rongjun Ge, Yang Chen, Guanyu Yang, Shuo Li
2025 A* conf
Homophily Enhanced Graph Domain Adaptation.
ICML
Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang
2025 J jnl
Homophily Enhanced Graph Domain Adaptation.
CoRR
Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang
2025 A* conf
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression.
AAAI
Ruizhi Pu, Gezheng Xu, Ruiyi Fang, Bingkun Bao, Charles Ling, Boyu Wang
2025 A* conf
MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge.
AAAI
Maxwell J. Yin, Boyu Wang, Charles Ling
2025 A* conf
On the Benefits of Attribute-Driven Graph Domain Adaptation.
ICLR
Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang
2025 J jnl
On the Benefits of Attribute-Driven Graph Domain Adaptation.
CoRR
Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Boyu Wang, Charles Ling
2025 J jnl
Textualize Visual Prompt for Image Editing via Diffusion Bridge.
CoRR
Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang
2025 J jnl
Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms.
CoRR
Ninghui Feng, Songning Lai, Xin Zhou, Jiayu Yang, Kunlong Feng, Zhenxiao Yin, Fobao Zhou, Zhangyi Hu, Yutao Yue, Yuxuan Liang, Boyu Wang, Hang Zhao
2025 J jnl
Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise.
Trans. Mach. Learn. Res.
Pengcheng Xu, Li Yi, Gezheng Xu, Xi Chen, A. Ian McLeod, Charles Ling, Boyu Wang
2025 J jnl
Unraveling the Mysteries of Label Noise in Source-Free Domain Adaptation: Theory and Practice.
IEEE Trans. Pattern Anal. Mach. Intell.
Gezheng Xu, Li Yi, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Changjian Shui, A. Ian McLeod, Boyu Wang, Charles Ling
2025 A* conf
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing.
CVPR
Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang
2025 A* conf
ZETA: Leveraging Z-order Curves for Efficient Top-k Attention.
ICLR
Qiuhao Zeng, Jerry Huang, Peng Lu, Gezheng Xu, Boxing Chen, Charles Ling, Boyu Wang
2025 J jnl
ZETA: Leveraging Z-order Curves for Efficient Top-k Attention.
CoRR
Qiuhao Zeng, Jerry Huang, Peng Lu, Gezheng Xu, Boxing Chen, Charles Ling, Boyu Wang
2024 J jnl
A fast local citation recommendation algorithm scalable to multi-topics.
Expert Syst. Appl.
Maxwell J. Yin, Boyu Wang, Charles Ling
2024 — conf
An Efficient Federated Learning Framework for IoT Intrusion Detection.
VTC Fall
Yushen Chen, Fang Fang, Boyu Wang, Lan Zhang
2024 J jnl
Automatic Metric Search for Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Zhou, Jieke Hao, Shuwei Huo, Boyu Wang, Leijiao Ge, Sun-Yuan Kung
2024 J jnl
CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator.
IEEE Trans. Mob. Comput.
Yujiao Hao, Xijian Lou, Boyu Wang, Rong Zheng
2024 J jnl
Clustering Environment Aware Learning for Active Domain Adaptation.
IEEE Trans. Syst. Man Cybern. Syst.
Jian Zhu, Xinyu Chen, Qintai Hu, Yutang Xiao, Boyu Wang, Bin Sheng, C. L. Philip Chen
2024 J jnl
Contrastive learning based open-set recognition with unknown score.
Knowl. Based Syst.
Yuan Zhou, Songyu Fang, Shuoshi Li, Boyu Wang, Sun-Yuan Kung
2024 J jnl
Decentralized Federated Learning: A Survey on Security and Privacy.
CoRR
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024 J jnl
Decentralized Federated Learning: A Survey on Security and Privacy.
IEEE Trans. Big Data
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang
2024 J jnl
Dual Contrastive Training and Transferability-Aware Adaptation for Multisource Privacy-Preserving Motor Imagery Classification.
IEEE Trans. Instrum. Meas.
Jian Zhu, Ganxi Xu, Qintai Hu, Boyu Wang, Teng Zhou, Jing Qin
2024 A* conf
Generalizing across Temporal Domains with Koopman Operators.
AAAI
Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagné, Shichun Yang, Charles X. Ling, Boyu Wang
2024 J jnl
Generalizing across Temporal Domains with Koopman Operators.
CoRR
Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagné, Shichun Yang, Boyu Wang, Charles X. Ling
2024 J jnl
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning.
IEEE Trans. Knowl. Data Eng.
Jiaqi Li, Yuanhao Lai, Rui Wang, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou
2024 A* conf
Intersectional Unfairness Discovery.
ICML
Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui
2024 J jnl
Intersectional Unfairness Discovery.
CoRR
Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui
2024 A* conf
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time.
ICLR
Qiuhao Zeng, Changjian Shui, Long-Kai Huang, Peng Liu, Xi Chen, Charles Ling, Boyu Wang
2024 J jnl
Learning from Noisy Labels via Conditional Distributionally Robust Optimization.
CoRR
Hui Guo, Grace Y. Yi, Boyu Wang
2024 A* conf
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation.
ICLR
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu
2024 J jnl
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression.
CoRR
Ruizhi Pu, Gezheng Xu, Ruiyi Fang, Binkun Bao, Charles X. Ling, Boyu Wang
2024 J jnl
MABR: A Multilayer Adversarial Bias Removal Approach Without Prior Bias Knowledge.
CoRR
Maxwell J. Yin, Boyu Wang, Charles Ling
2024 J jnl
Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces.
IEEE Trans. Instrum. Meas.
Sepehr Asgarian, Ze Wang, Feng Wan, Chi Man Wong, Feng Liu, Yalda Mohsenzadeh, Boyu Wang, Charles X. Ling
2024 J jnl
PLBR: A Semi-Supervised Document Key Information Extraction via Pseudo-Labeling Bias Rectification.
IEEE Trans. Knowl. Data Eng.
Pengcheng Guo, Yonghong Song, Boyu Wang, Jiaohao Liu, Qi Zhang
2024 A* conf
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations.
IJCAI
Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling
2024 J jnl
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations.
CoRR
Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling
2024 J jnl
Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization.
Mach. Learn.
Ganyu Wang, Qingsong Zhang, Xiang Li, Boyu Wang, Bin Gu, Charles X. Ling
2024 J jnl
Source-Free Domain Adaptation for Question Answering with Masked Self-training.
Trans. Assoc. Comput. Linguistics
Maxwell J. Yin, Boyu Wang, Yue Dong, Charles Ling
2024 — conf
Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning.
NAACL-HLT (Findings)
Maxwell Yin, Boyu Wang, Charles Ling
2024 J jnl
Sparse and Expandable Network for Google's Pathways.
Frontiers Big Data
Charles X. Ling, Ganyu Wang, Boyu Wang
2024 J jnl
Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Yi Yang, Ze Wang, Wei Tao, Xucheng Liu, Ziyu Jia, Boyu Wang, Feng Wan
2024 J jnl
Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yutang Xiao, Hongbo Shi, Bing Song, Yang Tao, Shuai Tan, Boyu Wang
2024 A* conf
Towards Understanding Evolving Patterns in Sequential Data.
NeurIPS
Qiuhao Zeng, Long-Kai Huang, Qi Chen, Charles X. Ling, Boyu Wang
2024 J jnl
Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation.
Knowl. Based Syst.
Xiaoxiao Cui, Boyu Wang, Shanzhi Jiang, Zhi Liu, Hongji Xu, Lizhen Cui, Shuo Li
2024 J jnl
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing.
CoRR
Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang
2024 J jnl
Unveiling the neural dynamics of conscious perception in rapid object recognition.
NeuroImage
Saba Charmi Motlagh, Marc F. Joanisse, Boyu Wang, Yalda Mohsenzadeh
2024 J jnl
XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG.
NeuroImage
Meng Jiao, Xiaochen Xian, Boyu Wang, Yu Zhang, Shihao Yang, Spencer C. Chen, Hai Sun, Feng Liu
2023 A* conf
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning.
NeurIPS
Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles X. Ling
2023 A* conf
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation.
AAAI
Pengcheng Xu, Boyu Wang, Charles Ling
2023 J jnl
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation.
CoRR
Pengcheng Xu, Boyu Wang, Charles Ling
2023 A* conf
Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation.
CVPR
Wei Wang, Zhun Zhong, Weijie Wang, Xi Chen, Charles Ling, Boyu Wang, Nicu Sebe
2023 J jnl
Episodic task agnostic contrastive training for multi-task learning.
Neural Networks
Fan Zhou, Yuyi Chen, Jun Wen, Qiuhao Zeng, Changjian Shui, Charles X. Ling, Shichun Yang, Boyu Wang
2023 J jnl
Fault Diagnosis of Unseen Modes in Chemical Processes Based on Labeling and Class Progressive Adversarial Learning.
IEEE Trans. Instrum. Meas.
Yutang Xiao, Hongbo Shi, Boyu Wang, Yang Tao, Shuai Tan, Bing Song
2023 J jnl
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-Stationary Environments.
CoRR
Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang
2023 A* conf
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment.
AAAI
Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang
2023 J jnl
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping.
Medical Image Anal.
Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li
2023 J jnl
Gap Minimization for Knowledge Sharing and Transfer.
J. Mach. Learn. Res.
Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Gezheng Xu, Christian Gagné, Eric Eaton
2023 A* conf
Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training.
CVPR
Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li
2023 J jnl
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training.
CoRR
Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li
2023 J jnl
Hessian Aware Low-Rank Weight Perturbation for Continual Learning.
CoRR
Jiaqi Li, Rui Wang, Yuanhao Lai, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou
2023 J jnl
Hierarchical full-attention neural architecture search based on search space compression.
Knowl. Based Syst.
Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang
2023 J jnl
Label shift conditioned hybrid querying for deep active learning.
Knowl. Based Syst.
Jiaqi Li, Haojia Kong, Gezheng Xu, Changjian Shui, Ruizhi Pu, Zhao Kang, Charles X. Ling, Boyu Wang
2023 J jnl
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation.
CoRR
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Jun Yan, Boyu Wang, Xue Liu
2023 J jnl
Lifelong Online Learning from Accumulated Knowledge.
ACM Trans. Knowl. Discov. Data
Changjian Shui, William Wei Wang, Ihsen Hedhli, Chi Man Wong, Feng Wan, Boyu Wang, Christian Gagné
2023 — conf
MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging.
BI
Meng Jiao, Shihao Yang, Boyu Wang, Xiaochen Xian, Yevgeniy R. Semenov, Guihong Wan, Feng Liu
2023 J jnl
On the Benefits of Two Dimensional Metric Learning.
IEEE Trans. Knowl. Data Eng.
Di Wu, Fan Zhou, Boyu Wang, Qicheng Lao, Chi Man Wong, Changjian Shui, Yuan Zhou, Feng Wan
2023 J jnl
On the value of label and semantic information in domain generalization.
Neural Networks
Fan Zhou, Yuyi Chen, Shichun Yang, Boyu Wang, Brahim Chaib-draa
2023 J jnl
Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization.
CoRR
Ganyu Wang, Qingsong Zhang, Li Xiang, Boyu Wang, Bin Gu, Charles Ling
2023 J jnl
Toward Open-ended Embodied Tasks Solving.
CoRR
William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li
2023 J jnl
Towards More General Loss and Setting in Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng.
Changjian Shui, Ruizhi Pu, Gezheng Xu, Jun Wen, Fan Zhou, Christian Gagné, Charles X. Ling, Boyu Wang
2023 — conf
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild.
IoTDI
Yujiao Hao, Boyu Wang, Rong Zheng
2023 J jnl
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild.
CoRR
Yujiao Hao, Boyu Wang, Rong Zheng
2023 A* conf
When Source-Free Domain Adaptation Meets Learning with Noisy Labels.
ICLR
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
2023 J jnl
When Source-Free Domain Adaptation Meets Learning with Noisy Labels.
CoRR
Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang
2022 J jnl
A novel domain adaptation theory with Jensen-Shannon divergence.
Knowl. Based Syst.
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
2022 J jnl
CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator.
CoRR
Yujiao Hao, Boyu Wang, Rong Zheng
2022 J jnl
Domain-Augmented Domain Adaptation.
CoRR
Qiuhao Zeng, Tianze Luo, Boyu Wang
2022 J jnl
Evolving Domain Generalization.
CoRR
William Wei Wang, Gezheng Xu, Ruizhi Pu, Jiaqi Li, Fan Zhou, Changjian Shui, Charles X. Ling, Christian Gagné, Boyu Wang
2022 A* conf
Fair Representation Learning through Implicit Path Alignment.
ICML
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné
2022 J jnl
Fair Representation Learning through Implicit Path Alignment.
CoRR
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné
2022 J jnl
Gap Minimization for Knowledge Sharing and Transfer.
CoRR
Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Christian Gagné, Eric Eaton
2022 J jnl
Invariant Feature Learning for Sensor-Based Human Activity Recognition.
IEEE Trans. Mob. Comput.
Yujiao Hao, Rong Zheng, Boyu Wang
2022 J jnl
Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks.
CoRR
Ghazal Farhani, Alexander Kazachek, Boyu Wang
2022 A* conf
On Learning Contrastive Representations for Learning with Noisy Labels.
CVPR
Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang
2022 J jnl
On Learning Contrastive Representations for Learning with Noisy Labels.
CoRR
Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang
2022 A* conf
On Learning Fairness and Accuracy on Multiple Subgroups.
NeurIPS
Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles X. Ling, Tal Arbel, Boyu Wang, Christian Gagné
2022 J jnl
On Learning Fairness and Accuracy on Multiple Subgroups.
CoRR
Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles Ling, Tal Arbel, Boyu Wang, Christian Gagné
2022 J jnl
On the benefits of representation regularization in invariance based domain generalization.
Mach. Learn.
Changjian Shui, Boyu Wang, Christian Gagné
2022 J jnl
Online Adaptation Boosts SSVEP-Based BCI Performance.
IEEE Trans. Biomed. Eng.
Chi Man Wong, Ze Wang, Masaki Nakanishi, Boyu Wang, Agostinho C. Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Feng Wan
2022 J jnl
Source-Free Domain Adaptation for Question Answering with Masked Self-training.
CoRR
Maxwell J. Yin, Boyu Wang, Yue Dong, Charles Ling
2022 A* conf
Weakly Supervised Object Localization as Domain Adaption.
CVPR
Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu
2022 J jnl
Weakly Supervised Object Localization as Domain Adaption.
CoRR
Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu
2022 J jnl
Weighted Conditional Discriminant Analysis for Unseen Operating Modes Fault Diagnosis in Chemical Processes.
IEEE Trans. Instrum. Meas.
Yutang Xiao, Hongbo Shi, Boyu Wang, Yang Tao, Shuai Tan, Bing Song
2021 — conf
A Triple-Pooling Graph Neural Network for Multi-scale Topological Learning of Brain Functional Connectivity: Application to ASD Diagnosis.
CICAI (2)
Zhiyuan Zhu, Boyu Wang, Shuo Li
2021 A* conf
Aggregating From Multiple Target-Shifted Sources.
ICML
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang
2021 J jnl
Aggregating From Multiple Target-Shifted Sources.
CoRR
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang
2021 J jnl
Blood Pressure States Transition Inference Based on Multi-State Markov Model.
IEEE J. Biomed. Health Informatics
Jingmei Yang, Feng Liu, Boyu Wang, Chaoyang Chen, Timothy Church, Lee Dukes, Jeffrey O. Smith
2021 J jnl
Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces.
IEEE Trans. Cybern.
Boyu Wang, Chi Man Wong, Zhao Kang, Feng Liu, Changjian Shui, Feng Wan, C. L. Philip Chen
2021 J jnl
Discriminative active learning for domain adaptation.
Knowl. Based Syst.
Fan Zhou, Changjian Shui, Shichun Yang, Bincheng Huang, Boyu Wang, Brahim Chaib-draa
2021 J jnl
Domain generalization via optimal transport with metric similarity learning.
Neurocomputing
Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa
2021 J jnl
Full-attention based Neural Architecture Search using Context Auto-regression.
CoRR
Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang
2021 J jnl
Imputation-Based Ensemble Techniques for Class Imbalance Learning.
IEEE Trans. Knowl. Data Eng.
Roozbeh Razavi-Far, Maryam Farajzadeh-Zanjani, Boyu Wang, Mehrdad Saif, Shiladitya Chakrabarti
2021 A* conf
Multi-task Learning by Leveraging the Semantic Information.
AAAI
Fan Zhou, Brahim Chaib-draa, Boyu Wang
2021 J jnl
Multi-task Learning by Leveraging the Semantic Information.
CoRR
Fan Zhou, Brahim Chaib-draa, Boyu Wang
2021 J jnl
Multi-view subspace clustering via partition fusion.
Inf. Sci.
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu
2021 J jnl
On the benefits of representation regularization in invariance based domain generalization.
CoRR
Changjian Shui, Boyu Wang, Christian Gagné
2021 B conf
Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network.
CHASE
G. R. Nithin, Mihika Chhabra, Yujiao Hao, Boyu Wang, Rong Zheng
2021 J jnl
Task Similarity Estimation Through Adversarial Multitask Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2020 J jnl
Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence.
CoRR
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang
2020 A conf
Deep Active Learning: Unified and Principled Method for Query and Training.
AISTATS
Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang
2020 J jnl
Discriminative Active Learning for Domain Adaptation.
CoRR
Fan Zhou, Changjian Shui, Bincheng Huang, Boyu Wang, Brahim Chaib-draa
2020 J jnl
Domain Generalization with Optimal Transport and Metric Learning.
CoRR
Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa
2020 J jnl
Invariant Feature Learning for Sensor-based Human Activity Recognition.
CoRR
Yujiao Hao, Boyu Wang, Rong Zheng
2020 J jnl
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting.
IEEE Trans. Smart Grid
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
2020 J jnl
Spatial Filtering in SSVEP-Based BCIs: Unified Framework and New Improvements.
IEEE Trans. Biomed. Eng.
Chi Man Wong, Boyu Wang, Ze Wang, Ka Fai Lao, Agostinho C. Rosa, Feng Wan
2019 A* conf
A Principled Approach for Learning Task Similarity in Multitask Learning.
IJCAI
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2019 J jnl
A Principled Approach for Learning Task Similarity in Multitask Learning.
CoRR
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2019 J jnl
Clustering with Similarity Preserving.
CoRR
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu
2019 J jnl
Clustering with similarity preserving.
Neurocomputing
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu
2019 J jnl
Deep Active Learning: Unified and Principled Method for Query and Training.
CoRR
Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang
2019 J jnl
Multi-view Subspace Clustering via Partition Fusion.
CoRR
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu
2018 — conf
Cross-Layer Design for Network Lifetime Maximization in Underwater Wireless Sensor Networks.
ICC
Hongyu Yang, Yuan Zhou, Yu-Hen Hu, Boyu Wang, Sun-Yuan Kung
2018 — conf
Leveraging Disease Progression Learning for Medical Image Recognition.
BIBM
Qicheng Lao, Thomas Fevens, Boyu Wang
2017 — conf
Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting.
ECML/PKDD (3)
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
2013 — conf
A modified hierarchical graph cut based video segmentation approach for high frame rate video.
Image Processing: Machine Vision Applications
Xuezhang Hu, Sumit Chakravarty, Qi She, Boyu Wang
2012 J jnl
Trial pruning based on genetic algorithm for single-trial EEG classification.
Comput. Electr. Eng.
Boyu Wang, Chiman Wong, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
2011 B conf
A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface.
IJCNN
Chiman Wong, Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
2011 B conf
Entropy penalized learning for Gaussian mixture models.
IJCNN
Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
2011 — conf
Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis.
PAKDD Workshops
Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai
2009 — conf
Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement.
ISNN (2)
Boyu Wang, Feng Wan
2008 B conf
A modified counter-propagation network for process mean shift identification.
SMC
Boyu Wang, Feng Wan, Lianjie Shu