Hanlin Gu

FedIPR: Ownership Verification for Federated Deep Neural Network Models

Bowen Li, Lixin Fan, Hanlin Gu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 85 citations

Engineering, Machine Learning, Information Security +16

Clustering algorithms to analyze molecular dynamics simulation trajectories for complex chemical and biological systems

Junhui Peng, Wei Wang, Yeqing Yu et al. · Chinese Journal of Chemical Physics · 2018 · 67 citations

Cluster Science, Complex Chemical, Engineering +15

No Free Lunch Theorem for Security and Utility in Federated Learning

Xiaojin Zhang, Hanlin Gu, Lixin Fan et al. · ACM Transactions on Intelligent Systems and Technology · 2022 · 52 citations

Privacy Protection, Engineering, Privacy-preserving Techniques +21

FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model

Shuo Shao, Wenyuan Yang, Hanlin Gu et al. · IEEE Transactions on Dependable and Secure Computing · 2024 · 32 citations

Artificial Intelligence, Engineering, Machine Learning +24

Ten Challenging Problems in Federated Foundation Models

Tao Fan, Hanlin Gu, Xuemei Cao et al. · IEEE Transactions on Knowledge and Data Engineering · 2025 · 17 citations