yuziGuo / ClenshawGNN
☆12Updated last year
Alternatives and similar repositories for ClenshawGNN:
Users that are interested in ClenshawGNN are comparing it to the libraries listed below
- ☆14Updated 3 months ago
- ☆12Updated last year
- Pytorch implementation of EvenNet.☆19Updated 2 years ago
- PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"☆54Updated last year
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆75Updated 4 months ago
- ☆17Updated 2 months ago
- ☆54Updated 6 months ago
- Instant Graph Neural Networks for Dynamic Graphs☆10Updated 2 years ago
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆37Updated 2 years ago
- A collection of papers on Graph Structural Learning (GSL)☆54Updated last year
- The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).☆43Updated last year
- A curated list of papers on graph structure learning (GSL).☆45Updated 3 months ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆113Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆121Updated last year
- Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.☆59Updated last year
- ☆32Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆30Updated 4 months ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆108Updated 9 months ago
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆46Updated last week
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆28Updated 7 months ago
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆114Updated this week
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Updated last year
- ☆21Updated 2 years ago
- How Powerful are Spectral Graph Neural Networks☆71Updated last year
- [Neurips 2024] Disentangled Graph Homophily☆23Updated 2 months ago
- ☆131Updated last year
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆36Updated last year
- ☆19Updated 11 months ago
- [WWW 2024] Code and data for "On the Feasibility of Simple Transformer for Dynamic Graph Modeling"☆26Updated 6 months ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆52Updated 2 years ago