My future research
☆413Jun 10, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-GNN-Research
Users that are interested in Awesome-GNN-Research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.☆345Feb 21, 2024Updated 2 years ago
- 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
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆83Dec 10, 2021Updated 4 years ago
- code of FedGNN☆95May 12, 2022Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,969Oct 5, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆49Aug 24, 2022Updated 3 years ago
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 2 years ago
- ☆10Mar 31, 2022Updated 4 years ago
- This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (G…☆23May 25, 2023Updated 2 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jul 2, 2025Updated 8 months ago
- ☆17Aug 5, 2024Updated last year
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆70Oct 18, 2021Updated 4 years ago
- Official Code for FedGCN [NeurIPS 2023]☆75Jan 18, 2025Updated last year
- An easy-to-use federated learning platform☆1,525Aug 10, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,717Feb 2, 2024Updated 2 years ago
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Nov 4, 2021Updated 4 years ago
- ☆14Apr 11, 2021Updated 4 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆49Jul 3, 2023Updated 2 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Jun 8, 2023Updated 2 years ago
- Useful tools for differential privacy☆219Sep 11, 2022Updated 3 years ago
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 3 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24May 6, 2022Updated 3 years ago
- ☆10Jan 18, 2022Updated 4 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆171Dec 11, 2022Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,071May 30, 2024Updated last year
- Implementation of paper "More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks"☆24May 3, 2023Updated 2 years ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆383Sep 2, 2025Updated 6 months ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks☆22Sep 15, 2023Updated 2 years ago
- An official source code for paper "Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning", accepted by AC…☆12Dec 1, 2023Updated 2 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆862Dec 15, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Schedule for learning on graphs seminar☆109Sep 17, 2023Updated 2 years ago
- Pytorch implementation of EvenNet.☆20Oct 25, 2022Updated 3 years ago
- ☆10Oct 18, 2021Updated 4 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- A curated list of graph data augmentation papers.☆312Apr 17, 2024Updated last year
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆70Nov 24, 2022Updated 3 years ago
- ☆41Nov 27, 2024Updated last year