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• Integration of Large Language Models and Federated Learning
  2023 · 17 citations
• BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization
  2025 · 2 citations
• Sharpness-Aware Minimization for Generalized Embedding Learning in Federated Recommendation
  2026
• Potent but Stealthy: Rethink Profile Pollution against Sequential Recommendation via Bi-level Constrained Reinforcement Paradigm
  2025
• TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models
  2025
• TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models
  2025
• UFO: Unfair-to-Fair Evolving Mitigates Unfairness in LLM-based Recommender Systems via Self-Play Fine-tuning
  2025
• FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
  2025