Publication

2026

1. NeurIPS

   Bayes-pFCL: Bayesian Personalized Federated Continual Learning

   Qingyang Yu, Yang Hua, Hao Wang@UIUC, Yue Ning, Qizhen Zhang, and Hao Wang

   In Proceedings of the Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), 2026
2. HealthCom

   BreastG-FCL: Graph-Conditioned Federated Continual Learning for Breast Cancer Radiogenomics

   Qingyang Yu, Jingyi Wang, Xinyue Zhang, Miao Pan, Ziyue Xu, and Hao Wang

   In Proceedings of the IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2026

   PDF Code
3. TMLR

   FedIndex: Federated Domain Adaptation with Continuous Domain Indices

   Qingyang Yu, Hao Wang@RU, Qizhen Zhang, and Hao Wang

   Transactions on Machine Learning Research (TMLR), 2026

   PDF Code
4. ICML

   GFedCL: Graph-Based Federated Continual Learning with Spatial and Temporal Awareness

   Qingyang Yu, Yang Hua, Qizhen Zhang, and Hao Wang

   In Proceedings of Forty-Third International Conference on Machine Learning (ICML), 2026

   PDF Video Code Poster Slides
5. AAAI

   iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification

   Zixun Xiong, Gaoyi Wu, Qingyang Yu, Mingyu Derek Ma, Lingfeng Yao, Miao Pan, Xiaojiang Du, and Hao Wang

   In Proceedings of Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2026

   PDF Code Poster
6. ELSEVIER

   Trustworthy Generative AI for Wireless Communications

   Zixun Xiong, Qingyang Yu, and Hao Wang

   In Generative Learning for Wireless Communications: Fundamentals and Applications, 2026

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