Concepedia

Hanlin Gu

HG

9

Publications

299

Citations

9

H-Index

2018

Active since

Affiliations

Hong Kong University of Science and Technology(Current)

University of Hong Kong

Shanghai Jiao Tong University

Hanlin Gu is an author at Hong Kong University of Science and Technology specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningData PrivacyData SecurityComputer ScienceFederated LearningInformation SecurityCryptographyPrivacy

Publications per year

2018–2025

9

Publications

9

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

Rows per page

1–5 of 9