Rui Hu

发表论文 19 篇 · 总被引 110 次 · h-index 6

代表论文

• Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection (2025 · Computer Vision and Pattern Recognition · 被引 29)
• Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation (2024 · IEEE Workshop/Winter Conference on Applications of Computer Vision · 被引 22)
• Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning With Heterogeneous LoRA Allocation (2025 · IEEE Transactions on Neural Networks and Learning Systems · 被引 19)
• Byzantine-Robust Federated Learning with Variance Reduction and Differential Privacy (2023 · IEEE Conference on Communications and Network Security · 被引 19)
• FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models (2025 · Neural Information Processing Systems · 被引 14)
• Identify Backdoored Model in Federated Learning via Individual Unlearning (2024 · IEEE Workshop/Winter Conference on Applications of Computer Vision · 被引 11)