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ORCIDBoyu Wang 0004
Person information
- affiliation: University of Western Ontario, Vector Institute, Brain Mind Institute, London, Canada
- affiliation (former): University of Pennsylvania, Philadelphia, PA, USA
- affiliation (former): Princeton University, Princeton, NJ, USA
- affiliation (PhD 2016): McGill University, Montreal, QC, Canada
- affiliation (former): University of Macau, Macau, SAR, China
Other persons with the same name
- Boyu Wang — disambiguation page
- Boyu Wang 0001
![[0000-0003-2075-3731]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-2075-3731")
— Stony Brook University, NY, USA - Boyu Wang 0002 — Princeton University, USA (and 1 more)
- Boyu Wang 0003 — Pennsylvania State University, University Park, PA, USA
- Boyu Wang 0005 — Syracuse Univeristy, Syracuse, NY, USA
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Journal Articles
- 2024
[j42]Maxwell J. Yin, Boyu Wang, Charles Ling:
A fast local citation recommendation algorithm scalable to multi-topics. Expert Syst. Appl. 238(Part C): 122031 (2024)- [j41]Yuan Zhou, Songyu Fang, Shuoshi Li, Boyu Wang, Sun-Yuan Kung:
Contrastive learning based open-set recognition with unknown score. Knowl. Based Syst. 296: 111926 (2024) - [j40]Xiaoxiao Cui, Boyu Wang, Shanzhi Jiang, Zhi Liu, Hongji Xu, Lizhen Cui, Shuo Li:
Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation. Knowl. Based Syst. 303: 112394 (2024) - [j39]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): 6413-6451 (2024) - [j38]Saba Charmi Motlagh, Marc F. Joanisse, Boyu Wang, Yalda Mohsenzadeh:
Unveiling the neural dynamics of conscious perception in rapid object recognition. NeuroImage 296: 120668 (2024) - [j37]Meng Jiao, Xiaochen Xian, Boyu Wang, Yu Zhang, Shihao Yang, Spencer Chen, Hai Sun, Feng Liu:
XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG. NeuroImage 299: 120802 (2024) - [j36]Maxwell J. Yin, Boyu Wang, Yue Dong, Charles Ling:
Source-Free Domain Adaptation for Question Answering with Masked Self-training. Trans. Assoc. Comput. Linguistics 12: 721-737 (2024) - [j35]Maxwell J. Yin, Boyu Wang, Yue Dong, Charles Ling:
Source-Free Domain Adaptation for Question Answering with Masked Self-training. Trans. Assoc. Comput. Linguistics 12: 721-737 (2024) - [j34]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): 194-213 (2024) - [j33]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): 4773-4783 (2024) - [j32]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: 1-10 (2024) - [j31]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: 1-13 (2024) - [j30]Jiaqi Li, Yuanhao Lai, Rui Wang, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou:
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning. IEEE Trans. Knowl. Data Eng. 36(11): 6385-6396 (2024) - [j29]Yujiao Hao, Xijian Lou, Boyu Wang, Rong Zheng:
CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator. IEEE Trans. Mob. Comput. 23(1): 302-312 (2024) - [j28]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): 10098-10109 (2024) - [j27]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): 3891-3904 (2024) - 2023
- [j26]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: 33:1-33:57 (2023) - [j25]Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang:
Hierarchical full-attention neural architecture search based on search space compression. Knowl. Based Syst. 269: 110507 (2023) - [j24]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: 110616 (2023) - [j23]Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li:
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping. Medical Image Anal. 83: 102681 (2023) - [j22]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: 34-45 (2023) - [j21]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: 244-255 (2023) - [j20]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: 1-12 (2023) - [j19]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): 52:1-52:23 (2023) - [j18]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): 1909-1921 (2023) - [j17]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): 10140-10150 (2023) - 2022
- [j16]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: 109808 (2022) - [j15]Changjian Shui, Boyu Wang, Christian Gagné:
On the benefits of representation regularization in invariance based domain generalization. Mach. Learn. 111(3): 895-915 (2022) - [j14]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): 2018-2028 (2022) - [j13]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: 1-14 (2022) - [j12]Yujiao Hao, Rong Zheng, Boyu Wang:
Invariant Feature Learning for Sensor-Based Human Activity Recognition. IEEE Trans. Mob. Comput. 21(11): 4013-4024 (2022) - 2021
- [j11]Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa:
Domain generalization via optimal transport with metric similarity learning. Neurocomputing 456: 469-480 (2021) - [j10]Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu:
Multi-view subspace clustering via partition fusion. Inf. Sci. 560: 410-423 (2021) - [j9]Fan Zhou, Changjian Shui, Shichun Yang, Bincheng Huang, Boyu Wang, Brahim Chaib-draa:
Discriminative active learning for domain adaptation. Knowl. Based Syst. 222: 106986 (2021) - [j8]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): 5008-5020 (2021) - [j7]Jingmei Yang, Feng Liu, Boyu Wang, Chaoyang 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): 237-246 (2021) - [j6]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): 1988-2001 (2021) - [j5]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): 466-480 (2021) - 2020
- [j4]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): 3057-3072 (2020) - [j3]Di Wu, Boyu Wang, Doina Precup, Benoit Boulet:
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting. IEEE Trans. Smart Grid 11(2): 1183-1192 (2020) - 2019
- [j2]Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu:
Clustering with similarity preserving. Neurocomputing 365: 211-218 (2019) - 2012
- [j1]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): 35-44 (2012)
Conference and Workshop Papers
- 2024
- [c31]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: 16651-16659 - [c30]Qiuhao Zeng, Changjian Shui, Long-Kai Huang, Peng Liu, Xi Chen, Charles Ling, Boyu Wang:
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time. ICLR 2024 - [c29]Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui:
Intersectional Unfairness Discovery. ICML 2024 - [c28]Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling:
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. IJCAI 2024: 5853-5861 - [c27]Maxwell Yin, Boyu Wang, Charles Ling:
Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning. NAACL-HLT (Findings) 2024: 700-713 - 2023
- [c26]Pengcheng Xu, Boyu Wang, Charles Ling:
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation. AAAI 2023: 3036-3044 - [c25]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: 11147-11155 - [c24]Meng Jiao, Shihao Yang, Boyu Wang, Xiaochen Xian, Yevgeniy R. Semenov, Guihong Wan, Feng Liu:
MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging. BI 2023: 273-285 - [c23]Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li:
Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training. CVPR 2023: 9538-9547 - [c22]Wei Wang, Zhun Zhong, Weijie Wang, Xi Chen, Charles Ling, Boyu Wang, Nicu Sebe:
Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation. CVPR 2023: 24090-24099 - [c21]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 - [c20]Yujiao Hao, Boyu Wang, Rong Zheng:
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild. IoTDI 2023: 66-78 - [c19]Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles X. Ling:
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning. NeurIPS 2023 - 2022
- [c18]Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu:
Weakly Supervised Object Localization as Domain Adaption. CVPR 2022: 14617-14626 - [c17]Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang:
On Learning Contrastive Representations for Learning with Noisy Labels. CVPR 2022: 16661-16670 - [c16]Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné:
Fair Representation Learning through Implicit Path Alignment. ICML 2022: 20156-20175 - [c15]Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles X. Ling, Tal Arbel, Boyu Wang, Christian Gagné:
On Learning Fairness and Accuracy on Multiple Subgroups. NeurIPS 2022 - 2021
- [c14]Fan Zhou, Brahim Chaib-draa, Boyu Wang:
Multi-task Learning by Leveraging the Semantic Information. AAAI 2021: 11088-11096 - [c13]G. R. Nithin, Mihika Chhabra, Yujiao Hao, Boyu Wang, Rong Zheng:
Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network. CHASE 2021: 97-101 - [c12]Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang:
Aggregating From Multiple Target-Shifted Sources. ICML 2021: 9638-9648 - 2020
- [c11]Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang:
Deep Active Learning: Unified and Principled Method for Query and Training. AISTATS 2020: 1308-1318 - 2019
- [c10]Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
A Principled Approach for Learning Task Similarity in Multitask Learning. IJCAI 2019: 3446-3452 - 2018
- [c9]Qicheng Lao, Thomas Fevens, Boyu Wang:
Leveraging Disease Progression Learning for Medical Image Recognition. BIBM 2018: 671-675 - [c8]Hongyu Yang, Yuan Zhou, Yu-Hen Hu, Boyu Wang, Sun-Yuan Kung:
Cross-Layer Design for Network Lifetime Maximization in Underwater Wireless Sensor Networks. ICC 2018: 1-6 - 2017
- [c7]Di Wu, Boyu Wang, Doina Precup, Benoit Boulet:
Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting. ECML/PKDD (3) 2017: 39-51 - 2013
- [c6]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: 86610V - 2011
- [c5]Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai:
Entropy penalized learning for Gaussian mixture models. IJCNN 2011: 2067-2073 - [c4]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: 2119-2126 - [c3]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: 408-419 - 2009
- [c2]Boyu Wang, Feng Wan:
Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement. ISNN (2) 2009: 354-363 - 2008
- [c1]Boyu Wang, Feng Wan, Lianjie Shu:
A modified counter-propagation network for process mean shift identification. SMC 2008: 3618-3623
Informal and Other Publications
- 2024
- [i34]Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang:
Decentralized Federated Learning: A Survey on Security and Privacy. CoRR abs/2401.17319 (2024) - [i33]Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagné, Shichun Yang, Boyu Wang, Charles X. Ling:
Generalizing across Temporal Domains with Koopman Operators. CoRR abs/2402.07834 (2024) - [i32]Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling:
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. CoRR abs/2405.01680 (2024) - [i31]Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui:
Intersectional Unfairness Discovery. CoRR abs/2405.20790 (2024) - [i30]Maxwell J. Yin, Boyu Wang, Charles Ling:
MABR: A Multilayer Adversarial Bias Removal Approach Without Prior Bias Knowledge. CoRR abs/2408.05497 (2024) - 2023
- [i29]Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang:
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-Stationary Environments. CoRR abs/2301.07845 (2023) - [i28]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 abs/2301.13381 (2023) - [i27]Pengcheng Xu, Boyu Wang, Charles Ling:
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation. CoRR abs/2302.01516 (2023) - [i26]Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li:
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training. CoRR abs/2303.00874 (2023) - [i25]Yujiao Hao, Boyu Wang, Rong Zheng:
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild. CoRR abs/2303.06048 (2023) - [i24]Ganyu Wang, Qingsong Zhang, Li Xiang, Boyu Wang, Bin Gu, Charles Ling:
Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization. CoRR abs/2306.16077 (2023) - [i23]Jiaqi Li, Rui Wang, Yuanhao Lai, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou:
Hessian Aware Low-Rank Weight Perturbation for Continual Learning. CoRR abs/2311.15161 (2023) - [i22]William Wei Wang, Dongqi Han, Xufang Luo, Yifei Shen, Charles Ling, Boyu Wang, Dongsheng Li:
Toward Open-ended Embodied Tasks Solving. CoRR abs/2312.05822 (2023) - 2022
- [i21]Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Christian Gagné, Eric Eaton:
Gap Minimization for Knowledge Sharing and Transfer. CoRR abs/2201.11231 (2022) - [i20]Qiuhao Zeng, Tianze Luo, Boyu Wang:
Domain-Augmented Domain Adaptation. CoRR abs/2202.10000 (2022) - [i19]Yujiao Hao, Boyu Wang, Rong Zheng:
CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator. CoRR abs/2202.10562 (2022) - [i18]Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu:
Weakly Supervised Object Localization as Domain Adaption. CoRR abs/2203.01714 (2022) - [i17]Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang:
On Learning Contrastive Representations for Learning with Noisy Labels. CoRR abs/2203.01785 (2022) - [i16]Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné:
Fair Representation Learning through Implicit Path Alignment. CoRR abs/2205.13316 (2022) - [i15]William Wei Wang, Gezheng Xu, Ruizhi Pu, Jiaqi Li, Fan Zhou, Changjian Shui, Charles X. Ling, Christian Gagné, Boyu Wang:
Evolving Domain Generalization. CoRR abs/2206.00047 (2022) - [i14]Ghazal Farhani, Alexander Kazachek, Boyu Wang:
Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks. CoRR abs/2206.14862 (2022) - [i13]Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles Ling, Tal Arbel, Boyu Wang, Christian Gagné:
On Learning Fairness and Accuracy on Multiple Subgroups. CoRR abs/2210.10837 (2022) - 2021
- [i12]Fan Zhou, Brahim Chaib-draa, Boyu Wang:
Multi-task Learning by Leveraging the Semantic Information. CoRR abs/2103.02546 (2021) - [i11]Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang:
Aggregating From Multiple Target-Shifted Sources. CoRR abs/2105.04051 (2021) - [i10]Changjian Shui, Boyu Wang, Christian Gagné:
On the benefits of representation regularization in invariance based domain generalization. CoRR abs/2105.14529 (2021) - [i9]Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang:
Full-attention based Neural Architecture Search using Context Auto-regression. CoRR abs/2111.07139 (2021) - 2020
- [i8]Fan Zhou, Changjian Shui, Bincheng Huang, Boyu Wang, Brahim Chaib-draa:
Discriminative Active Learning for Domain Adaptation. CoRR abs/2005.11653 (2020) - [i7]Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa:
Domain Generalization with Optimal Transport and Metric Learning. CoRR abs/2007.10573 (2020) - [i6]Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang:
Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence. CoRR abs/2007.15567 (2020) - [i5]Yujiao Hao, Boyu Wang, Rong Zheng:
Invariant Feature Learning for Sensor-based Human Activity Recognition. CoRR abs/2012.07963 (2020) - 2019
- [i4]Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
A Principled Approach for Learning Task Similarity in Multitask Learning. CoRR abs/1903.09109 (2019) - [i3]Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu:
Clustering with Similarity Preserving. CoRR abs/1905.08419 (2019) - [i2]Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang:
Deep Active Learning: Unified and Principled Method for Query and Training. CoRR abs/1911.09162 (2019) - [i1]Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu:
Multi-view Subspace Clustering via Partition Fusion. CoRR abs/1912.01201 (2019)
Coauthor Index
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