Code for ScaleFL
☆34Dec 11, 2025Updated 3 months ago
Alternatives and similar repositories for scale-fl
Users that are interested in scale-fl are comparing it to the libraries listed below
Sorting:
- Code for Adaptive Deep Neural Network Inference Optimization with EENet☆12Mar 28, 2024Updated last year
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆179Feb 27, 2023Updated 3 years ago
- Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models☆12Oct 31, 2025Updated 4 months ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆65Aug 27, 2024Updated last year
- Simple Python Socket-based Split Learning technique using PyTorch☆13Mar 13, 2020Updated 6 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Dec 16, 2023Updated 2 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆49Jan 15, 2026Updated 2 months ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Nov 8, 2023Updated 2 years ago
- ☆13Jan 16, 2025Updated last year
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆26Sep 10, 2024Updated last year
- Federated Dynamic Sparse Training☆32May 26, 2022Updated 3 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆47Updated this week
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated last year
- ☆19Feb 15, 2023Updated 3 years ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Oct 28, 2023Updated 2 years ago
- A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)☆31Jan 1, 2024Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆86Feb 7, 2024Updated 2 years ago
- This is the official code for the paper "Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturba…☆35Mar 22, 2025Updated 11 months ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 2 years ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆14Dec 4, 2023Updated 2 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆45Nov 11, 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
- ☆24Nov 22, 2024Updated last year
- ☆19Jun 21, 2025Updated 8 months ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆96May 9, 2022Updated 3 years ago
- source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs☆12Jun 21, 2022Updated 3 years ago
- demo☆20Jun 29, 2021Updated 4 years ago
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 3 years ago
- Federated Bilevel Optimization☆16Jun 23, 2022Updated 3 years ago
- Benchmarking Deep Learning Frameworks☆13Jun 22, 2024Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175May 26, 2022Updated 3 years ago
- Official code for Guiding Language Model Math Reasoning with Planning Tokens☆18Feb 29, 2024Updated 2 years ago
- A disaggregated memory orchestration system that virtualizes cluster wide memory to scale data intensive, large memory workloads in virtu…☆14Apr 26, 2019Updated 6 years ago
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- [INFOCOM 2024 Top 1 Popular Article] Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration☆79Jan 1, 2025Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆675Jan 25, 2026Updated last month