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• Federated Model Heterogeneous Matryoshka Representation Learning
  2024 · 8 citations
• Advances and Open Challenges in Federated Foundation Models
  2024 · 5 citations
• pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
  2023 · 4 citations
• FedGH: Heterogeneous Federated Learning with Generalized Global Header
  2023 · 2 citations
• pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing
  2023 · 2 citations
• pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning
  2024 · 1 citations
• Helix: A Dual-Helix Co-Evolutionary Multi-Agent System for Prompt Optimization and Question Reformulation
  2026
• ALSO: Adversarial Online Strategy Optimization for Social Agents
  2026
• FedPDPO: Federated Personalized Direct Preference Optimization for Large Language Model Alignment
  2026
• Social Hippocampus Memory Learning
  2026
• FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
  2023
• pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning
  2024