[ICLR 2025] Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization
☆28Jan 27, 2026Updated 7 months ago
Alternatives and similar repositories for DeComFL
Users that are interested in DeComFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Oct 26, 2023Updated 2 years ago
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆53May 19, 2025Updated last year
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 6 years ago
- This is our solution to MCM 2019 problem C. Spread maps (gif), codes and thinking behind the model are provided☆13Jul 26, 2019Updated 7 years ago
- Offical Code for Paper "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation"☆17Jan 19, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models☆38Oct 4, 2025Updated 11 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆71Feb 27, 2023Updated 3 years ago
- The source code for "A Simple Graph Contrastive Learning Framework for Short Text Classification"☆12Aug 14, 2025Updated last year
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆29Apr 25, 2023Updated 3 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33May 18, 2021Updated 5 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆128Jul 6, 2025Updated last year
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated last year
- Function secret sharing (FSS) primitives including distributed point/comparison function (DPF/DCF)☆34Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆15Dec 11, 2023Updated 2 years ago
- ☆13Sep 23, 2025Updated 11 months ago
- Randhound and Randherd implementation for IEEE SnP '17 paper☆16Jul 11, 2017Updated 9 years ago
- ☆35Nov 11, 2025Updated 9 months ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆30Nov 21, 2023Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- [ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Bette…☆26Jul 29, 2024Updated 2 years ago
- The Code for Homeomorphic Projection☆14Sep 21, 2023Updated 2 years ago
- ☆16Aug 20, 2022Updated 4 years ago
- 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.
- Paper List for Personalized Federated Learning (PFL)☆15Jul 23, 2024Updated 2 years ago
- ☆12Dec 19, 2016Updated 9 years ago
- Main data and model for submitted paper: Energy-Efficient Multi-Cell Beamforming via Multi-Agent Reinforcement Learning☆12Jan 24, 2024Updated 2 years ago
- Official code for "Evaluations of Machine Learning Privacy Defenses are Misleading" (https://arxiv.org/abs/2404.17399)☆13Apr 29, 2024Updated 2 years ago
- [NSDI'26] PolyRL is a reinforcement learning framework for LLM that harvest spot instances on the cloud to reduce cost.☆19Mar 30, 2026Updated 5 months ago
- APBFT is an improvement of the PBFT consensus protocol.☆17Aug 31, 2023Updated 3 years ago
- ☆19Jan 25, 2022Updated 4 years ago
- PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents (TDSC 2024)☆20Mar 29, 2024Updated 2 years ago
- Implementation of "Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures"☆16Jan 21, 2026Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 3 years ago
- arxiv翻译修复器!☆22Nov 13, 2024Updated last year
- The official code for paper "Token-Level Collaborative Alignment for LLM-based Generative Recommendation"☆21Jun 9, 2026Updated 2 months ago
- ☆17Oct 19, 2023Updated 2 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆48Aug 18, 2023Updated 3 years ago
- Electricity Theft Detection☆13May 8, 2019Updated 7 years ago