PyTorch implementation of "Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited"
☆44Oct 6, 2023Updated 3 years ago
Alternatives and similar repositories for ChebNetII
Users that are interested in ChebNetII are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"☆60Apr 23, 2023Updated 3 years ago
- Pytorch implementation of EvenNet.☆21Oct 25, 2022Updated 4 years ago
- ☆15Aug 27, 2023Updated 3 years ago
- PyTorch implementation of "PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters"☆20Mar 17, 2024Updated 2 years ago
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"☆17Jun 17, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The PyTorch version of ChebNet.☆40Dec 2, 2024Updated last year
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 5 years ago
- Official Implementation of KDD 2023 paper: "Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disenta…☆11Aug 6, 2023Updated 3 years ago
- Official Code of Decoupled Graph Convolution (DGC)☆16Jan 31, 2026Updated 8 months ago
- How Powerful are Spectral Graph Neural Networks☆76Jul 26, 2023Updated 3 years ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- ☆36Jun 29, 2022Updated 4 years ago
- Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'☆36Jun 22, 2025Updated last year
- Transformer-based Spectral Graph Neural Networks☆88Oct 7, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The source code of SpCo☆35May 17, 2023Updated 3 years ago
- PyTorch Codes for Haar Graph Pooling☆11Feb 16, 2023Updated 3 years ago
- A tensorflow implementation of GCN-LPA☆98Feb 18, 2020Updated 6 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆129Jul 22, 2022Updated 4 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆38Oct 17, 2023Updated 3 years ago
- Code for paper 'Node-oriented Spectral Filtering for Graph Neural Networks'（TPAMI2024）☆15Mar 11, 2024Updated 2 years ago
- GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)☆34Jun 11, 2024Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆129Mar 7, 2023Updated 3 years ago
- ☆14Dec 5, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MultiscaleGraphSignalTransforms.jl is a collection of software tools written in the Julia programming language for graph signal processin…☆12Mar 15, 2026Updated 7 months ago
- PyTorch implementation of "Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials."☆19Jan 14, 2025Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆273Dec 4, 2024Updated last year
- ☆19Dec 9, 2023Updated 2 years ago
- Open-source code for ''Graph Neural Networks with Adaptive Frequency Response Filter''.☆25Jul 8, 2022Updated 4 years ago
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Jun 15, 2023Updated 3 years ago
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆150Sep 3, 2026Updated last month
- ☆11Oct 20, 2022Updated 4 years ago
- MuLe: Multi-Grained Graph Learning for Multi-Behavior Recommendation (CIKM 2024)☆14Dec 21, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 6 years ago
- This is the official code repository for "Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs".☆91May 28, 2024Updated 2 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆114Nov 14, 2021Updated 4 years ago
- Polynormer: Polynomial-Expressive Graph Transformer in Linear Time (ICLR'24)☆44Apr 6, 2024Updated 2 years ago
- [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language☆22Jul 15, 2025Updated last year
- ☆13Apr 2, 2025Updated last year
- ☆19Aug 13, 2024Updated 2 years ago