A modified counter-propagation network for process mean shift identification. - Boyu Wang 004; Feng Wan; Lianjie Shu (SMC, 2008)

Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement. - Boyu Wang 004; Feng Wan (ISNN (2), 2009)

Entropy penalized learning for Gaussian mixture models. - Boyu Wang 004; Feng Wan; Peng Un Mak; Pui-In Mak; Mang I Vai (IJCNN, 2011)

A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface. - Chiman Wong; Boyu Wang 004; Feng Wan; Peng Un Mak; Pui-In Mak; Mang I Vai (IJCNN, 2011)

Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis. - Boyu Wang 004; Feng Wan; Peng Un Mak; Pui-In Mak; Mang I Vai (PAKDD Workshops, 2011)

Trial pruning based on genetic algorithm for single-trial EEG classification. - Boyu Wang 004; Chiman Wong; Feng Wan; Peng Un Mak; Pui-In Mak; Mang I Vai (Comput. Electr. Eng., 2012)

A modified hierarchical graph cut based video segmentation approach for high frame rate video. - Xuezhang Hu; Sumit Chakravarty; Qi She; Boyu Wang 004 (Image Processing: Machine Vision Applications, 2013)

Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting. - Di Wu 044; Boyu Wang 004; Doina Precup; Benoit Boulet (ECML/PKDD (3), 2017)

Leveraging Disease Progression Learning for Medical Image Recognition. - Qicheng Lao; Thomas Fevens; Boyu Wang 004 (BIBM, 2018)

Cross-Layer Design for Network Lifetime Maximization in Underwater Wireless Sensor Networks. - Hongyu Yang; Yuan Zhou 006; Yu-Hen Hu; Boyu Wang 004; Sun-Yuan Kung (ICC, 2018)

A Principled Approach for Learning Task Similarity in Multitask Learning. - Changjian Shui; Mahdieh Abbasi; Louis-Émile Robitaille; Boyu Wang 004; Christian Gagné 001 (IJCAI, 2019)

Clustering with similarity preserving. - Zhao Kang 001; Honghui Xu; Boyu Wang 004; Hongyuan Zhu; Zenglin Xu (Neurocomputing, 2019)

Deep Active Learning: Unified and Principled Method for Query and Training. - Changjian Shui; Fan Zhou 006; Christian Gagné 001; Boyu Wang 004 (AISTATS, 2020)

Discriminative Active Learning for Domain Adaptation. - Fan Zhou 006; Changjian Shui; Bincheng Huang; Boyu Wang 004; Brahim Chaib-draa (CoRR, 2020)

Domain Generalization with Optimal Transport and Metric Learning. - Fan Zhou 006; Zhuqing Jiang; Changjian Shui; Boyu Wang 004; Brahim Chaib-draa (CoRR, 2020)

Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence. - Changjian Shui; Qi Chen 015; Jun Wen; Fan Zhou 006; Christian Gagné 001; Boyu Wang 004 (CoRR, 2020)

Spatial Filtering in SSVEP-Based BCIs: Unified Framework and New Improvements. - Chi Man Wong; Boyu Wang 004; Ze Wang 001; Ka Fai Lao; Agostinho C. Rosa; Feng Wan (IEEE Trans. Biomed. Eng., 2020)

Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting. - Di Wu 044; Boyu Wang 004; Doina Precup; Benoit Boulet (IEEE Trans. Smart Grid, 2020)

Multi-task Learning by Leveraging the Semantic Information. - Fan Zhou 006; Brahim Chaib-draa; Boyu Wang 004 (AAAI, 2021)

Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network. - G. R. Nithin; Mihika Chhabra; Yujiao Hao; Boyu Wang 004; Rong Zheng 001 (CHASE, 2021)

Aggregating From Multiple Target-Shifted Sources. - Changjian Shui; Zijian Li 001; Jiaqi Li 005; Christian Gagné 001; Charles X. Ling; Boyu Wang 004 (ICML, 2021)

Full-attention based Neural Architecture Search using Context Auto-regression. - Yuan Zhou 006; Haiyang Wang; Shuwei Huo; Boyu Wang 004 (CoRR, 2021)

Domain generalization via optimal transport with metric similarity learning. - Fan Zhou 006; Zhuqing Jiang; Changjian Shui; Boyu Wang 004; Brahim Chaib-draa (Neurocomputing, 2021)

Multi-view subspace clustering via partition fusion. - Juncheng Lv; Zhao Kang 001; Boyu Wang 004; Luping Ji; Zenglin Xu (Inf. Sci., 2021)

Discriminative active learning for domain adaptation. - Fan Zhou 006; Changjian Shui; Shichun Yang; Bincheng Huang; Boyu Wang 004; Brahim Chaib-draa (Knowl. Based Syst., 2021)

Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces. - Boyu Wang 004; Chi Man Wong; Zhao Kang 001; Feng Liu 011; Changjian Shui; Feng Wan; C. L. Philip Chen (IEEE Trans. Cybern., 2021)

Blood Pressure States Transition Inference Based on Multi-State Markov Model. - Jingmei Yang; Feng Liu 011; Boyu Wang 004; Chaoyang Chen 001; Timothy Church; Lee Dukes; Jeffrey O. Smith (IEEE J. Biomed. Health Informatics, 2021)

Imputation-Based Ensemble Techniques for Class Imbalance Learning. - Roozbeh Razavi-Far; Maryam Farajzadeh-Zanjani; Boyu Wang 004; Mehrdad Saif; Shiladitya Chakrabarti (IEEE Trans. Knowl. Data Eng., 2021)

Task Similarity Estimation Through Adversarial Multitask Neural Network. - Fan Zhou 006; Changjian Shui; Mahdieh Abbasi; Louis-Émile Robitaille; Boyu Wang 004; Christian Gagné 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

On Learning Contrastive Representations for Learning with Noisy Labels. - Li Yi; Sheng Liu; Qi She; A. Ian McLeod; Boyu Wang 004 (CVPR, 2022)

Weakly Supervised Object Localization as Domain Adaption. - Lei Zhu 012; Qi She; Qian Chen; Yunfei You; Boyu Wang 004; Yanye Lu (CVPR, 2022)

Fair Representation Learning through Implicit Path Alignment. - Changjian Shui; Qi Chen 015; Jiaqi Li 005; Boyu Wang 004; Christian Gagné 001 (ICML, 2022)

On Learning Fairness and Accuracy on Multiple Subgroups. - Changjian Shui; Gezheng Xu; Qi Chen 015; Jiaqi Li 005; Charles X. Ling; Tal Arbel; Boyu Wang 004; Christian Gagné 001 (NeurIPS, 2022)

Gap Minimization for Knowledge Sharing and Transfer. - Boyu Wang 004; Jorge A. Mendez; Changjian Shui; Fan Zhou 006; Di Wu 044; Christian Gagné 001; Eric Eaton (CoRR, 2022)

Domain-Augmented Domain Adaptation. - Qiuhao Zeng; Tianze Luo; Boyu Wang 004 (CoRR, 2022)

CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator. - Yujiao Hao; Boyu Wang 004; Rong Zheng 001 (CoRR, 2022)

Evolving Domain Generalization. - William Wei Wang; Gezheng Xu; Ruizhi Pu; Jiaqi Li 005; Fan Zhou 006; Changjian Shui; Charles X. Ling; Christian Gagné 001; Boyu Wang 004 (CoRR, 2022)

Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks. - Ghazal Farhani; Alexander Kazachek; Boyu Wang 004 (CoRR, 2022)

A novel domain adaptation theory with Jensen-Shannon divergence. - Changjian Shui; Qi Chen 015; Jun Wen; Fan Zhou 006; Christian Gagné 001; Boyu Wang 004 (Knowl. Based Syst., 2022)

On the benefits of representation regularization in invariance based domain generalization. - Changjian Shui; Boyu Wang 004; Christian Gagné 001 (Mach. Learn., 2022)

Online Adaptation Boosts SSVEP-Based BCI Performance. - Chi Man Wong; Ze Wang 001; Masaki Nakanishi; Boyu Wang 004; Agostinho C. Rosa; C. L. Philip Chen; Tzyy-Ping Jung; Feng Wan (IEEE Trans. Biomed. Eng., 2022)

Weighted Conditional Discriminant Analysis for Unseen Operating Modes Fault Diagnosis in Chemical Processes. - Yutang Xiao; Hongbo Shi; Boyu Wang 004; Yang Tao; Shuai Tan; Bing Song (IEEE Trans. Instrum. Meas., 2022)

Invariant Feature Learning for Sensor-Based Human Activity Recognition. - Yujiao Hao; Rong Zheng 001; Boyu Wang 004 (IEEE Trans. Mob. Comput., 2022)

Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation. - Pengcheng Xu 008; Boyu Wang 004; Charles Ling 001 (AAAI, 2023)

Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment. - Qiuhao Zeng; Wei Wang 036; Fan Zhou 006; Charles Ling 001; Boyu Wang 004 (AAAI, 2023)

MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging. - Meng Jiao; Shihao Yang 001; Boyu Wang 004; Xiaochen Xian; Yevgeniy R. Semenov; Guihong Wan; Feng Liu 011 (BI, 2023)

Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training. - Yuting He 001; Guanyu Yang 001; Rongjun Ge; Yang Chen 008; Jean-Louis Coatrieux; Boyu Wang 004; Shuo Li 001 (CVPR, 2023)

Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation. - Wei Wang; Zhun Zhong; Weijie Wang; Xi Chen; Charles Ling 001; Boyu Wang 004; Nicu Sebe (CVPR, 2023)

When Source-Free Domain Adaptation Meets Learning with Noisy Labels. - Li Yi; Gezheng Xu; Pengcheng Xu 008; Jiaqi Li 005; Ruizhi Pu; Charles Ling 001; A. Ian McLeod; Boyu Wang 004 (ICLR, 2023)

VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild. - Yujiao Hao; Boyu Wang 004; Rong Zheng 001 (IoTDI, 2023)

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning. - Ganyu Wang; Bin Gu 001; Qingsong Zhang; Xiang Li 012; Boyu Wang 004; Charles X. Ling (NeurIPS, 2023)

Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-Stationary Environments. - Qiuhao Zeng; Wei Wang 036; Fan Zhou 006; Charles Ling 001; Boyu Wang 004 (CoRR, 2023)

Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization. - Ganyu Wang; Qingsong Zhang; Li Xiang; Boyu Wang 004; Bin Gu 001; Charles Ling 001 (CoRR, 2023)

Hessian Aware Low-Rank Weight Perturbation for Continual Learning. - Jiaqi Li 005; Rui Wang 121; Yuanhao Lai; Changjian Shui; Sabyasachi Sahoo; Charles X. Ling; Shichun Yang; Boyu Wang 004; Christian Gagné 001; Fan Zhou 006 (CoRR, 2023)

Toward Open-ended Embodied Tasks Solving. - William Wei Wang; Dongqi Han; Xufang Luo; Yifei Shen; Charles Ling 001; Boyu Wang 004; Dongsheng Li 002 (CoRR, 2023)

Gap Minimization for Knowledge Sharing and Transfer. - Boyu Wang 004; Jorge A. Mendez; Changjian Shui; Fan Zhou 006; Di Wu 044; Gezheng Xu; Christian Gagné 001; Eric Eaton (J. Mach. Learn. Res., 2023)

Label shift conditioned hybrid querying for deep active learning. - Jiaqi Li 005; Haojia Kong; Gezheng Xu; Changjian Shui; Ruizhi Pu; Zhao Kang 001; Charles X. Ling; Boyu Wang 004 (Knowl. Based Syst., 2023)

Hierarchical full-attention neural architecture search based on search space compression. - Yuan Zhou 006; Haiyang Wang; Shuwei Huo; Boyu Wang 004 (Knowl. Based Syst., 2023)

From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping. - Zhiyuan Zhu; Taicheng Huang; Zonglei Zhen; Boyu Wang 004; Xia Wu 001; Shuo Li 001 (Medical Image Anal., 2023)

On the value of label and semantic information in domain generalization. - Fan Zhou 006; Yuyi Chen; Shichun Yang; Boyu Wang 004; Brahim Chaib-draa (Neural Networks, 2023)

Fault Diagnosis of Unseen Modes in Chemical Processes Based on Labeling and Class Progressive Adversarial Learning. - Yutang Xiao; Hongbo Shi; Boyu Wang 004; Yang Tao; Shuai Tan; Bing Song (IEEE Trans. Instrum. Meas., 2023)

On the Benefits of Two Dimensional Metric Learning. - Di Wu 044; Fan Zhou 006; Boyu Wang 004; Qicheng Lao; Chi Man Wong; Changjian Shui; Yuan Zhou 006; Feng Wan (IEEE Trans. Knowl. Data Eng., 2023)

Episodic task agnostic contrastive training for multi-task learning. - Fan Zhou 006; Yuyi Chen; Jun Wen; Qiuhao Zeng; Changjian Shui; Charles X. Ling; Shichun Yang; Boyu Wang 004 (Neural Networks, 2023)

Lifelong Online Learning from Accumulated Knowledge. - Changjian Shui; William Wei Wang; Ihsen Hedhli; Chi Man Wong; Feng Wan; Boyu Wang 004; Christian Gagné 001 (ACM Trans. Knowl. Discov. Data, 2023)

Towards More General Loss and Setting in Unsupervised Domain Adaptation. - Changjian Shui; Ruizhi Pu; Gezheng Xu; Jun Wen; Fan Zhou 006; Christian Gagné 001; Charles X. Ling; Boyu Wang 004 (IEEE Trans. Knowl. Data Eng., 2023)

Generalizing across Temporal Domains with Koopman Operators. - Qiuhao Zeng; Wei Wang 036; Fan Zhou 006; Gezheng Xu; Ruizhi Pu; Changjian Shui; Christian Gagné 001; Shichun Yang; Charles X. Ling; Boyu Wang 004 (AAAI, 2024)

Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time. - Qiuhao Zeng; Changjian Shui; Long-Kai Huang; Peng Liu; Xi Chen; Charles Ling 001; Boyu Wang 004 (ICLR, 2024)

Intersectional Unfairness Discovery. - Gezheng Xu; Qi Chen 015; Charles Ling 001; Boyu Wang 004; Changjian Shui (ICML, 2024)

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. - Nima Hosseini Dashtbayaz; Ghazal Farhani; Boyu Wang 004; Charles X. Ling (IJCAI, 2024)

Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning. - Maxwell Yin; Boyu Wang 004; Charles Ling 001 (NAACL-HLT (Findings), 2024)

Towards Understanding Evolving Patterns in Sequential Data. - Qiuhao Zeng; Long-Kai Huang; Qi Chen 015; Charles X. Ling; Boyu Wang 004 (NeurIPS, 2024)

MABR: A Multilayer Adversarial Bias Removal Approach Without Prior Bias Knowledge. - Maxwell J. Yin; Boyu Wang 004; Charles Ling 001 (CoRR, 2024)

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression. - Ruizhi Pu; Gezheng Xu; Ruiyi Fang; Binkun Bao; Charles X. Ling; Boyu Wang 004 (CoRR, 2024)

Sparse and Expandable Network for Google's Pathways. - Charles X. Ling; Ganyu Wang; Boyu Wang 004 (Frontiers Big Data, 2024)

Unified bi-encoder bispace-discriminator disentanglement for cross-domain echocardiography segmentation. - Xiaoxiao Cui; Boyu Wang 004; Shanzhi Jiang; Zhi Liu 004; Hongji Xu; Lizhen Cui; Shuo Li 001 (Knowl. Based Syst., 2024)

Contrastive learning based open-set recognition with unknown score. - Yuan Zhou 006; Songyu Fang; Shuoshi Li; Boyu Wang 004; Sun-Yuan Kung (Knowl. Based Syst., 2024)

XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG. - Meng Jiao; Xiaochen Xian; Boyu Wang 004; Yu Zhang 009; Shihao Yang 001; Spencer C. Chen; Hai Sun; Feng Liu 011 (NeuroImage, 2024)

Unveiling the neural dynamics of conscious perception in rapid object recognition. - Saba Charmi Motlagh; Marc F. Joanisse; Boyu Wang 004; Yalda Mohsenzadeh (NeuroImage, 2024)

Source-Free Domain Adaptation for Question Answering with Masked Self-training. - Maxwell J. Yin; Boyu Wang 004; Yue Dong 002; Charles Ling 001 (Trans. Assoc. Comput. Linguistics, 2024)

Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition. - Yi Yang 067; Ze Wang 001; Wei Tao; Xucheng Liu; Ziyu Jia; Boyu Wang 004; Feng Wan (IEEE Trans. Affect. Comput., 2024)

Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces. - Sepehr Asgarian; Ze Wang 001; Feng Wan; Chi Man Wong; Feng Liu 011; Yalda Mohsenzadeh; Boyu Wang 004; Charles X. Ling (IEEE Trans. Instrum. Meas., 2024)

Dual Contrastive Training and Transferability-Aware Adaptation for Multisource Privacy-Preserving Motor Imagery Classification. - Jian Zhu 001; Ganxi Xu; Qintai Hu; Boyu Wang 004; Teng Zhou; Jing Qin 001 (IEEE Trans. Instrum. Meas., 2024)

CROMOSim: A Deep Learning-Based Cross-Modality Inertial Measurement Simulator. - Yujiao Hao; Xijian Lou; Boyu Wang 004; Rong Zheng 001 (IEEE Trans. Mob. Comput., 2024)

A fast local citation recommendation algorithm scalable to multi-topics. - Maxwell J. Yin; Boyu Wang 004; Charles Ling 001 (Expert Syst. Appl., 2024)

Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis. - Yutang Xiao; Hongbo Shi; Bing Song; Yang Tao; Shuai Tan; Boyu Wang 004 (IEEE Trans. Ind. Informatics, 2024)

Decentralized Federated Learning: A Survey on Security and Privacy. - Ehsan Hallaji; Roozbeh Razavi-Far; Mehrdad Saif; Boyu Wang 004; Qiang Yang (IEEE Trans. Big Data, 2024)

Clustering Environment Aware Learning for Active Domain Adaptation. - Jian Zhu 001; Xinyu Chen; Qintai Hu; Yutang Xiao; Boyu Wang 004; Bin Sheng 001; C. L. Philip Chen (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Automatic Metric Search for Few-Shot Learning. - Yuan Zhou 006; Jieke Hao; Shuwei Huo; Boyu Wang 004; Leijiao Ge; Sun-Yuan Kung (IEEE Trans. Neural Networks Learn. Syst., 2024)

Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization. - Ganyu Wang; Qingsong Zhang; Xiang Li 012; Boyu Wang 004; Bin Gu 001; Charles X. Ling (Mach. Learn., 2024)

Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning. - Jiaqi Li 005; Yuanhao Lai; Rui Wang 121; Changjian Shui; Sabyasachi Sahoo; Charles X. Ling; Shichun Yang; Boyu Wang 004; Christian Gagné 001; Fan Zhou 006 (IEEE Trans. Knowl. Data Eng., 2024)

PLBR: A Semi-Supervised Document Key Information Extraction via Pseudo-Labeling Bias Rectification. - Pengcheng Guo; Yonghong Song; Boyu Wang 004; Jiaohao Liu; Qi Zhang 096 (IEEE Trans. Knowl. Data Eng., 2024)

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression. - Ruizhi Pu; Gezheng Xu; Ruiyi Fang; Bingkun Bao; Charles Ling 001; Boyu Wang 004 (AAAI, 2025)

MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge. - Maxwell J. Yin; Boyu Wang 004; Charles Ling 001 (AAAI, 2025)

ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning. - Hao Zheng 009; Zhigang Hu 001; Liu Yang; Meiguang Zheng; Aikun Xu; Boyu Wang 004 (AAAI, 2025)

Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing. - Pengcheng Xu 008; Boyuan Jiang; Xiaobin Hu; Donghao Luo 001; Qingdong He; Jiangning Zhang; Chengjie Wang; Yunsheng Wu; Charles Ling 001; Boyu Wang 004 (CVPR, 2025)

FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning. - Hao Zheng 009; Zhigang Hu 001; Liu Yang; Meiguang Zheng; Aikun Xu; Boyu Wang 004 (CVPR, 2025)

On the Benefits of Attribute-Driven Graph Domain Adaptation. - Ruiyi Fang; Bingheng Li; Zhao Kang 001; Qiuhao Zeng; Nima Hosseini Dashtbayaz; Ruizhi Pu; Charles Ling 001; Boyu Wang 004 (ICLR, 2025)

Event-Driven Online Vertical Federated Learning. - Ganyu Wang; Boyu Wang 004; Bin Gu 001; Charles Ling 001 (ICLR, 2025)

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention. - Qiuhao Zeng; Jerry Huang; Peng Lu; Gezheng Xu; Boxing Chen; Charles Ling 001; Boyu Wang 004 (ICLR, 2025)

A simple remedy for failure modes in physics informed neural networks. - Ghazal Farhani; Nima Hosseini Dashtbayaz; Alexander Kazachek; Boyu Wang 004 (Neural Networks, 2025)

FedELR: When federated learning meets learning with noisy labels. - Ruizhi Pu; Lixing Yu; Shaojie Zhan; Gezheng Xu; Fan Zhou 006; Charles X. Ling; Boyu Wang 004 (Neural Networks, 2025)

Dual-Contrastive Multiview Graph Attention Network for Industrial Fault Diagnosis Under Domain and Label Shift. - Jian Zhu 001; Shuliu Wu; Yutang Xiao; Boyu Wang 004; Ruichu Cai (IEEE Trans. Instrum. Meas., 2025)

Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise. - Pengcheng Xu 008; Li Yi; Gezheng Xu; Xi Chen; A. Ian McLeod; Charles Ling 001; Boyu Wang 004 (Trans. Mach. Learn. Res., 2025)

Textualize Visual Prompt for Image Editing via Diffusion Bridge. - Pengcheng Xu 008; Qingnan Fan; Fei Kou; Shuai Qin; Hong Gu; Ruoyu Zhao; Charles Ling 001; Boyu Wang 004 (CoRR, 2025)

Enhancing Generalization in Chain of Thought Reasoning for Smaller Models. - Maxwell J. Yin; Dingyi Jiang; Yongbing Chen; Boyu Wang 004; Charles Ling 001 (CoRR, 2025)

Homophily Enhanced Graph Domain Adaptation. - Ruiyi Fang; Bingheng Li; Jingyu Zhao; Ruizhi Pu; Qiuhao Zeng; Gezheng Xu; Charles Ling 001; Boyu Wang 004 (CoRR, 2025)

Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning. - Yuting He 001; Boyu Wang 004; Rongjun Ge; Yang Chen 008; Guanyu Yang 001; Shuo Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Unraveling the Mysteries of Label Noise in Source-Free Domain Adaptation: Theory and Practice. - Gezheng Xu; Li Yi; Pengcheng Xu 008; Jiaqi Li 005; Ruizhi Pu; Changjian Shui; A. Ian McLeod; Boyu Wang 004; Charles Ling 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning. - Ganyu Wang; Jinjie Fang; Maxwell J. Yin; Bin Gu 001; Xi Chen; Boyu Wang 004; Charles X. Ling (CoRR, 2025)