Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
☆61Apr 17, 2025Updated 11 months ago
Alternatives and similar repositories for FedSA-LoRA
Users that are interested in FedSA-LoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Oct 12, 2024Updated last year
- (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models☆32Oct 4, 2025Updated 5 months ago
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆31Mar 20, 2026Updated last week
- ☆114Jan 2, 2025Updated last year
- Official Implementation of FedRCL (CVPR 2024)☆27Jun 6, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆19Mar 12, 2024Updated 2 years ago
- ☆23Dec 2, 2024Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- ☆466Dec 12, 2024Updated last year
- Latest Advances on Federated LLM Learning☆105Jul 7, 2025Updated 8 months ago
- ☆19Nov 18, 2023Updated 2 years ago
- Simplified Implementation of FedPAC☆61Nov 30, 2023Updated 2 years ago
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Oct 31, 2023Updated 2 years ago
- Official implementation of DapperFL.☆13Oct 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- ☆53Feb 13, 2026Updated last month
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆33Apr 23, 2023Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 2 years ago
- ☆117Feb 27, 2023Updated 3 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆47Jun 4, 2024Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Aug 18, 2023Updated 2 years ago
- ☆41Feb 8, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆51Aug 2, 2025Updated 7 months ago
- This is the official code of "MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation" (AAAI 2025 oral)☆32Dec 5, 2025Updated 3 months ago
- Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification☆10May 30, 2024Updated last year
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆12May 22, 2024Updated last year
- Apply methods described in "Git Re-basin"-paper [1] to arbitrary models --- [1] Ainsworth et al. (https://arxiv.org/abs/2209.04836)☆15Updated this week
- (TMLR) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning☆26Oct 4, 2025Updated 5 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆233Dec 3, 2024Updated last year
- ☆17Oct 12, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Jul 13, 2025Updated 8 months ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆34Feb 18, 2025Updated last year
- Federated Bilevel Optimization☆16Jun 23, 2022Updated 3 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆227Nov 29, 2025Updated 4 months ago
- [ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Bette…☆25Jul 29, 2024Updated last year
- Practices for 3D point cloud processing. 3D点云数据处理☆69Dec 20, 2020Updated 5 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆65Jan 21, 2024Updated 2 years ago