| 2026 | AAAI | Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure. | Ruiyi Fang, Shuo Wang, Ruizhi Pu, Qiuhao Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang |
| 2026 | AAAI | Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning. | Hao Zheng, Shiyu Song, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu, Rongchang Zhao, Ruizhi Pu, Ruiyi Fang, Boyu Wang |
| 2026 | AAAI | HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification. | Hao Zheng, Meiguang Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Tingxuan Chen, Rongchang Zhao, Boyu Wang |
| 2025 | AAAI | Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression. | Ruizhi Pu, Gezheng Xu, Ruiyi Fang, Bingkun Bao, Charles Ling, Boyu Wang |
| 2025 | AAAI | Textualize Visual Prompt for Image Editing via Diffusion Bridge. | Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang |
| 2025 | AAAI | MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge. | Maxwell J. Yin, Boyu Wang, Charles Ling |
| 2025 | AAAI | ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning. | Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang |
| 2025 | CVPR | Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing. | Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang |
| 2025 | CVPR | LVP-CLIP: Revisiting CLIP for Continual Learning with Label Vector Pool. | Yue Ma, Huantao Ren, Boyu Wang, Jingang Jin, Senem Velipasalar, Qinru Qiu |
| 2025 | CVPR | FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning. | Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang |
| 2025 | ICLR | On the Benefits of Attribute-Driven Graph Domain Adaptation. | Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang |
| 2025 | ICLR | Event-Driven Online Vertical Federated Learning. | Ganyu Wang, Boyu Wang, Bin Gu, Charles Ling |
| 2025 | ICLR | Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control. | Gezheng Xu, Hui Guo, Li Yi, Charles Ling, Boyu Wang, Grace Yi |
| 2025 | ICLR | ZETA: Leveraging Z-order Curves for Efficient Top-k Attention. | Qiuhao Zeng, Jerry Huang, Peng Lu, Gezheng Xu, Boxing Chen, Charles Ling, Boyu Wang |
| 2025 | ICML | Homophily Enhanced Graph Domain Adaptation. | Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang |
| 2025 | ICML | FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning. | Ganyu Wang, Jinjie Fang, Maxwell J. Yin, Bin Gu, Xi Chen, Boyu Wang, Yi Chang, Charles Ling |
| 2025 | IJCAI | Towards Debiased Generalized Category Discovery. | Pengcheng Guo, Yonghong Song, Boyu Wang |
| 2025 | IJCNN | Lesion Boundary-Aware Adaptation of Segment Anything Model for 2D Medical Image. | Jianyuan Li, Xiong Luo, Boyu Wang |
| 2025 | KSEM | TRVP: Transformer-VAE Framework for 3D Point Cloud Instance Segmentation. | Jiangmai Cheng, Bo Jiang, Tianfang Sun, Boyu Wang |
| 2024 | AAAI | Generalizing across Temporal Domains with Koopman Operators. | Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagn, Shichun Yang, Charles X. Ling, Boyu Wang |
| 2024 | ECAI | Prompt-Based Domain Incremental Learning with Modular Classification Layer. | Boyu Wang, Yue Ma, Qinru Qiu |
| 2024 | ICLR | Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. | Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu |
| 2024 | ICLR | Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time. | Qiuhao Zeng, Changjian Shui, Long-Kai Huang, Peng Liu, Xi Chen, Charles Ling, Boyu Wang |
| 2024 | ICML | Intersectional Unfairness Discovery. | Gezheng Xu, Qi Chen, Charles Ling, Boyu Wang, Changjian Shui |
| 2024 | IJCAI | Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. | Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling |
| 2024 | NAACL | Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning. | Maxwell Yin, Boyu Wang, Charles Ling |
| 2024 | VTC | An Efficient Federated Learning Framework for IoT Intrusion Detection. | Yushen Chen, Fang Fang, Boyu Wang, Lan Zhang |
| 2023 | AAAI | Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation. | Pengcheng Xu, Boyu Wang, Charles Ling |
| 2023 | AAAI | Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment. | Qiuhao Zeng, Wei Wang, Fan Zhou, Charles Ling, Boyu Wang |
| 2023 | ACL | Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning. | Boyu Wang, Linhai Zhang, Deyu Zhou, Yi Cao, Jiandong Ding |
| 2023 | CogSci | The evolution of reciprocity based on welfare tradeoff ratios in games with asymmetric information. | Wenhao Qi, Boyu Wang, Lindsey J. Powell |
| 2023 | CVPR | Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training. | Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li |
| 2023 | CVPR | 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, Boyu Wang, Nicu Sebe |
| 2023 | ICLR | When Source-Free Domain Adaptation Meets Learning with Noisy Labels. | Li Yi, Gezheng Xu, Pengcheng Xu, Jiaqi Li, Ruizhi Pu, Charles Ling, A. Ian McLeod, Boyu Wang |
| 2022 | ACL | Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge. | Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang, Yunbo Cao |
| 2022 | CVPR | On Learning Contrastive Representations for Learning with Noisy Labels. | Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang |
| 2022 | CVPR | Weakly Supervised Object Localization as Domain Adaption. | Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu |
| 2022 | ICML | Fair Representation Learning through Implicit Path Alignment. | Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagn |
| 2021 | AAAI | Multi-task Learning by Leveraging the Semantic Information. | Fan Zhou, Brahim Chaib-draa, Boyu Wang |
| 2021 | CHASE | Sensor-Based Human Activity Recognition for Elderly In-patients with a Luong Self-Attention Network. | G. R. Nithin, Mihika Chhabra, Yujiao Hao, Boyu Wang, Rong Zheng |
| 2021 | ICML | Aggregating From Multiple Target-Shifted Sources. | Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagn, Charles X. Ling, Boyu Wang |
| 2020 | AAAI | Efficient Projection-Free Online Methods with Stochastic Recursive Gradient. | Jiahao Xie, Zebang Shen, Chao Zhang, Boyu Wang, Hui Qian |
| 2020 | ACCV | Uncertainty Estimation and Sample Selection for Crowd Counting. | Viresh Ranjan, Boyu Wang, Mubarak Shah, Minh Hoai |
| 2020 | AISTATS | Deep Active Learning: Unified and Principled Method for Query and Training. | Changjian Shui, Fan Zhou, Christian Gagn, Boyu Wang |
| 2020 | CVPR | Active Vision for Early Recognition of Human Actions. | Boyu Wang, Lihan Huang, Minh Hoai |
| 2020 | RAID | MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing. | Yaohui Chen, Mansour Ahmadi, Reza Mirzazade Farkhani, Boyu Wang, Long Lu |
| 2019 | AISTATS | Multitask Metric Learning: Theory and Algorithm. | Boyu Wang, Hejia Zhang, Peng Liu, Zebang Shen, Joelle Pineau |
| 2019 | IJCAI | A Principled Approach for Learning Task Similarity in Multitask Learning. | Changjian Shui, Mahdieh Abbasi, Louis-mile Robitaille, Boyu Wang, Christian Gagn |
| 2018 | CISS | Optimal electric vehicle charging scheduling with time-varying profits. | Boyu Wang, Jing Yang |
| 2017 | WACV | X-Ray Scattering Image Classification Using Deep Learning. | Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai |
| 2016 | AAAI | Multitask Generalized Eigenvalue Program. | Boyu Wang, Joelle Pineau, Borja Balle |
| 2016 | IJCAI | Generalized Dictionary for Multitask Learning with Boosting. | Boyu Wang, Joelle Pineau |
| 2015 | AAAI | Online Boosting Algorithms for Anytime Transfer and Multitask Learning. | Boyu Wang, Joelle Pineau |
| 2011 | IJCNN | Entropy penalized learning for Gaussian mixture models. | Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai |
| 2011 | IJCNN | A Solution to harmonic frequency problem: Frequency and phase coding-based brain-computer interface. | Chiman Wong, Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai |
| 2011 | PAKDD | Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis. | Boyu Wang, Feng Wan, Peng Un Mak, Pui-In Mak, Mang I Vai |
| 2009 | ISNN | Classification of Single-Trial EEG Based on Support Vector Clustering during Finger Movement. | Boyu Wang, Feng Wan |
| 2008 | SMC | A modified counter-propagation network for process mean shift identification. | Boyu Wang, Feng Wan, Lianjie Shu |