This repository is the implementation of Federated Graph Classification over Non-IID Graphs.
☆45Jun 8, 2023Updated 3 years ago
Alternatives and similar repositories for GCFL
Users that are interested in GCFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆84Dec 10, 2021Updated 4 years ago
- Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.☆345Feb 21, 2024Updated 2 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆50Aug 24, 2022Updated 4 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆70Nov 24, 2022Updated 3 years ago
- ☆11Nov 13, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- Official Code for FedGCN [NeurIPS 2023]☆75Jan 18, 2025Updated last year
- FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR…☆184Dec 19, 2023Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆57May 27, 2023Updated 3 years ago
- ☆24Sep 2, 2023Updated 3 years ago
- ☆162Dec 23, 2022Updated 3 years ago
- code of FedGNN☆95May 12, 2022Updated 4 years ago
- ☆10Oct 23, 2021Updated 4 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆46Apr 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆44Apr 25, 2023Updated 3 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆60Mar 28, 2023Updated 3 years ago
- 武汉大学本科毕设代码--图联邦学习系统设计与实现☆14Jun 5, 2023Updated 3 years ago
- A repository for LotteryFL re-implementation and experiments☆13Dec 18, 2020Updated 5 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Mar 27, 2021Updated 5 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆21Oct 7, 2021Updated 5 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆10Dec 8, 2022Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆61May 9, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 3 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24May 6, 2022Updated 4 years ago
- ☆17Aug 5, 2024Updated 2 years ago
- Bayesian Federated Learning in Parallel☆10Dec 1, 2022Updated 3 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 3 years ago
- ☆29Oct 22, 2020Updated 5 years ago
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 3 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- ☆71Jun 7, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20Feb 24, 2025Updated last year
- ☆29May 8, 2023Updated 3 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆56Mar 21, 2022Updated 4 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆16Feb 5, 2022Updated 4 years ago
- [IEEE Intelligent Systems] Awesome-Graph-augmented-LLM-Agent (GLA)☆77Nov 17, 2025Updated 11 months ago
- Official code for DAM: Dynamic Adapter Merging for Continual Video QA Learning☆15Apr 25, 2024Updated 2 years ago
- [ICLR 2022] "Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity" by Shiwei Liu,…☆27Jun 15, 2022Updated 4 years ago