☆32May 2, 2023Updated 2 years ago
Alternatives and similar repositories for FSGNN
Users that are interested in FSGNN are comparing it to the libraries listed below
Sorting:
- ☆30Oct 10, 2021Updated 4 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆125Jul 22, 2022Updated 3 years ago
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆46Jul 25, 2022Updated 3 years ago
- Code for GBK-GNN (paper accepted by WWW2022)☆17Jun 16, 2022Updated 3 years ago
- The code of paper "Block Modeling-Guided Graph Convolutional Neural Networks".☆34Dec 21, 2021Updated 4 years ago
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆14Feb 23, 2022Updated 4 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity o…☆32Dec 2, 2021Updated 4 years ago
- ☆20Aug 26, 2021Updated 4 years ago
- ☆139Jul 9, 2023Updated 2 years ago
- ☆302Jul 17, 2022Updated 3 years ago
- [TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources☆11Mar 21, 2023Updated 2 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- An attempt to apply reinforcement learning to graph signal recovery problem☆11Aug 25, 2021Updated 4 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆120Mar 7, 2023Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆12Jun 12, 2017Updated 8 years ago
- ☆38Dec 1, 2021Updated 4 years ago
- An implementation of GSKN-Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels☆15Apr 10, 2021Updated 4 years ago
- https://arxiv.org/abs/2005.06935☆12Feb 2, 2023Updated 3 years ago
- How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)☆13Jul 24, 2022Updated 3 years ago
- [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study☆16Dec 31, 2024Updated last year
- Source Code for ICML 2022 paper "Boosting Graph Structure Learning with Dummy Nodes"☆20Apr 24, 2023Updated 2 years ago
- Code for the paper "Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification" - ICDM 2019☆13Mar 25, 2023Updated 2 years ago
- ☆38Sep 23, 2021Updated 4 years ago
- Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)☆107Jun 18, 2025Updated 8 months ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆68Oct 11, 2022Updated 3 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆20Apr 24, 2023Updated 2 years ago
- ☆18Jul 2, 2023Updated 2 years ago
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆43Mar 18, 2023Updated 2 years ago
- Source code of GResNet☆17Sep 16, 2020Updated 5 years ago
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 5 years ago
- ☆21Jun 13, 2023Updated 2 years ago
- Graph Representation Learning via Graphical Mutual Information Maximization☆118May 5, 2020Updated 5 years ago
- CIKM 2021: Pooling Architecture Search for Graph Classification☆20Jul 19, 2022Updated 3 years ago
- Graph revised convolutional network (ECML-PKDD 2020)☆16Oct 14, 2020Updated 5 years ago
- Official Code Repository for the paper "Graph Ordering Attention Networks"☆23Dec 18, 2023Updated 2 years ago
- Pytorch implementation of EvenNet.☆20Oct 25, 2022Updated 3 years ago
- Equivalence Between Structural Representations and Positional Node Embeddings☆22Feb 20, 2020Updated 6 years ago
- source code for TNNLS paper "Multi-Task Representation Learning with Multi-View Graph Convolutional Networks"☆21Nov 4, 2020Updated 5 years ago
- Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.☆25Jul 8, 2022Updated 3 years ago