Hanlin Gu

Employment

Employment history is unavailable.

Education

• Hong Kong University of Science and Technology

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• Disentangling data distribution for optimal and communication-efficient federated learning
  Artificial Intelligence 2026 DOI: 10.1016/j.artint.2025.104455
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• FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2026 DOI: 10.1109/TPAMI.2026.3715766
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• General Backdoor-Resilient Federated Learning via Multi-Armed Bandit-Based Knowledge Distillation
  IEEE Transactions on Information Forensics and Security 2026 DOI: 10.1109/TIFS.2025.3630065
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• A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning
  IEEE Transactions on Big Data 2025 DOI: 10.1109/TBDATA.2025.3534622
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• Grounding Foundation Models through Federated Transfer Learning: A General Framework
  ACM Transactions on Intelligent Systems and Technology 2025 DOI: 10.1145/3742788
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• ErrorEraser: Unlearning Data Bias for Improved Continual Learning
  2025 DOI: 10.1145/3711896.3736941
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• Temporal Gradient Inversion Attacks With Robust Optimization
  IEEE Transactions on Dependable and Secure Computing 2025 DOI: 10.1109/TDSC.2025.3532339
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• Ownership Verification for Federated Recommendation
  ACM Transactions on Information Systems 2025 DOI: 10.1145/3715320
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• FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
  IEEE Transactions on Dependable and Secure Computing 2025 DOI: 10.1109/TDSC.2024.3390761
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• Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
  2025 DOI: 10.1007/978-3-031-73404-5_18
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