yuetan031 / FedStarLinks
[AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
☆66Updated 2 years ago
Alternatives and similar repositories for FedStar
Users that are interested in FedStar are comparing it to the libraries listed below
Sorting:
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆81Updated 3 years ago
- Official Code for FedGCN [NeurIPS 2023]☆69Updated 7 months ago
- IJCAI-Personalized Federated Learning with Graph☆53Updated 2 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆44Updated 2 years ago
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆47Updated 3 years ago
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Updated 2 years ago
- code of FedGNN☆92Updated 3 years ago
- Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning, WWW 2023☆25Updated 2 years ago
- FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks☆22Updated last year
- ☆17Updated last year
- ☆11Updated 2 years ago
- Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)☆49Updated 2 years ago
- Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks☆13Updated last year
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆18Updated 2 years ago
- ☆10Updated 2 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆44Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆22Updated last year
- ☆10Updated 3 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆27Updated 2 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆58Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆15Updated 8 months ago
- FedGraph (Federated Graph) is a library built upon PyTorch to easily train Graph Neural Networks under federated setting.☆55Updated 3 weeks ago
- ☆76Updated 4 years ago
- ☆31Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆56Updated 8 months ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆159Updated 3 years ago
- ☆26Updated 2 years ago
- ☆33Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆14Updated last year