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1. TNI-playground/Fed-PLoRA TNI-playground/Fed-PLoRA Public

   [ICLR 2026] Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation

   Python 1 1

2. TNI-playground/Fed_HeLLo TNI-playground/Fed_HeLLo Public

   [TNNLS 25] 👋 Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation

   Python 12 2

3. TNI-playground/TNI-FlowerTune-LLM-Leaderboard-GeneralNLP TNI-playground/TNI-FlowerTune-LLM-Leaderboard-GeneralNLP Public

   Part of Community Works [NeurIPS 2025] 🌸 FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models

   Python 1 1

4. FedGridShield/FedGridShield FedGridShield/FedGridShield Public

   [TCPS 2025]🛡️Federated Learning for Smart Grid: A Survey on Applications and Potential Vulnerabilities

   Python 2

5. TNI-playground/FedVRDP TNI-playground/FedVRDP Public

   [IEEE CNS 2023] Byzantine-robust Federated Learning with Variance Reduction and Differential Privacy

   Python