Pengxin-Guo / FedSA-LoRALinks
Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
☆51Updated 7 months ago
Alternatives and similar repositories for FedSA-LoRA
Users that are interested in FedSA-LoRA are comparing it to the libraries listed below
Sorting:
- ☆98Updated 10 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆137Updated last week
- ☆35Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆101Updated 4 months ago
- ☆31Updated last year
- Latest Advances on Federated LLM Learning☆76Updated 4 months ago
- ☆111Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆121Updated 10 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆63Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated 2 years ago
- ☆65Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆41Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆59Updated 2 years ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆13Updated last year
- ☆33Updated 3 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆25Updated last year
- ☆17Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆59Updated 10 months ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆29Updated last year
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- ☆28Updated 2 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆49Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆165Updated 3 years ago