WillHua127 / GraphKAN-Graph-Kolmogorov-Arnold-NetworksLinks
☆344Updated last year
Alternatives and similar repositories for GraphKAN-Graph-Kolmogorov-Arnold-Networks
Users that are interested in GraphKAN-Graph-Kolmogorov-Arnold-Networks are comparing it to the libraries listed below
Sorting:
- Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces☆299Updated last year
- Implementation of GraphKan with torch geometrics and its application on signal classification☆65Updated last year
- ☆118Updated last year
- This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.☆43Updated 4 months ago
- ☆234Updated 10 months ago
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆95Updated 8 months ago
- Code for IJCAI'24 paper: Gradformer: Graph Transformer with Exponential Decay☆46Updated 7 months ago
- ☆213Updated 2 years ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆184Updated 8 months ago
- Microsoft Graphormer (https://arxiv.org/abs/2106.05234) rewritten in Pytorch-Geometric☆149Updated last year
- Transformer-based Spectral Graph Neural Networks☆86Updated 10 months ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆215Updated 8 months ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆163Updated last year
- Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆61Updated 9 months ago
- Exphormer: Sparse Transformer for Graphs☆183Updated last year
- Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]☆48Updated 9 months ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆766Updated last year
- ☆36Updated 11 months ago
- A collection of resources on attention-based graph neural networks☆77Updated last year
- Graph in Graph Neural Network (https://arxiv.org/abs/2407.00696)☆14Updated 10 months ago
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆111Updated 4 years ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated 11 months ago
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆127Updated 8 months ago
- ☆56Updated 8 months ago
- This repository mainly lists some the latest research on graph neural network theory.☆100Updated last year
- gkan☆18Updated 11 months ago
- ☆345Updated 7 months ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆283Updated 6 months ago
- Source code accompanying the 'An end-to-end attention-based approach for learning on graphs' paper☆53Updated last month
- List of papers on NeurIPS2023☆89Updated last year