iezhuozhuo / FedETuning
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FedETuning
- ☆59Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆32Updated last year
- ☆31Updated 8 months ago
- ☆22Updated 5 months ago
- Federated Dynamic Sparse Training☆29Updated 2 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆16Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆66Updated last month
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆40Updated last year
- Federated Learning Framework Benchmark (UniFed)☆47Updated last year
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated last year
- Federated Learning - PyTorch☆15Updated 3 years ago
- A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".☆57Updated 2 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆20Updated 2 years ago
- ☆24Updated last year
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Updated last year
- ☆8Updated 3 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆69Updated 3 weeks ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆40Updated 2 years ago
- ☆26Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆85Updated 4 months ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 2 months ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆23Updated last month
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Updated last year
- ☆11Updated 2 years ago
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆14Updated last year
- ☆38Updated 3 weeks ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆78Updated last year
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated last year
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆40Updated last year