Lixin Fan

5

Papers

31

Total Citations

Papers (5)

Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning

FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor

Order-Level Attention Similarity Across Language Models: A Latent Commonality

NeurIPS 2025arXiv

Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning