WillHua127 / GraphKAN-Graph-Kolmogorov-Arnold-Networks
☆298Updated 4 months ago
Related projects: ⓘ
- Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces☆203Updated 7 months ago
- ☆86Updated 6 months ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆646Updated 2 months ago
- Implementation of GraphKan with torch geometrics and its application on signal classification☆34Updated 3 months ago
- ☆182Updated last month
- ☆148Updated last year
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆146Updated 3 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆147Updated last month
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆332Updated 3 months ago
- ☆682Updated 3 months ago
- Exphormer: Sparse Transformer for Graphs☆155Updated 6 months ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆146Updated 4 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆104Updated 3 weeks ago
- The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"☆88Updated 3 months ago
- Transformer-based Spectral Graph Neural Networks☆67Updated 5 months ago
- GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22☆461Updated last year
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆69Updated 5 months ago
- Official Pytorch code for Structure-Aware Transformer.☆237Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆140Updated last week
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆343Updated last month
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆97Updated last month
- Microsoft Graphormer (https://arxiv.org/abs/2106.05234) rewritten in Pytorch-Geometric☆113Updated 4 months ago
- Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆51Updated 4 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆153Updated 4 months ago
- This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing th…☆708Updated 3 weeks ago
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆183Updated 2 weeks ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆182Updated this week
- Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]☆25Updated 4 months ago
- This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implem…☆366Updated 2 months ago
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆551Updated last month