1. Data-Dependent Generalization Bounds via Variable-Size Compressibility;IEEE Transactions on Information Theory;2024-09
2. TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10
3. Federated PAC-Bayesian Learning on Non-IID Data;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14
4. User-friendly Introduction to PAC-Bayes Bounds;Foundations and Trends® in Machine Learning;2024
5. ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples;2023 IEEE International Conference on Data Mining (ICDM);2023-12-01