Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'
☆34Jun 22, 2025Updated last year
Alternatives and similar repositories for WaveGC
Users that are interested in WaveGC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆99Jul 29, 2024Updated last year
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- ☆22Aug 19, 2024Updated last year
- ☆10Feb 22, 2023Updated 3 years ago
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"☆17Jun 17, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PyTorch implementation of "Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited"☆44Oct 6, 2023Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- This is the official implementation for "Do Transformers Really Perform Bad for Graph Representation?".☆14Aug 20, 2021Updated 4 years ago
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 6 years ago
- ☆13Apr 2, 2025Updated last year
- Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression☆24Mar 17, 2024Updated 2 years ago
- Energetic GraphNeural Networks (EGNN) implementation based on Dirichlet Energy Constrained Learning.☆27Nov 1, 2021Updated 4 years ago
- [ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.☆25Jul 18, 2023Updated 2 years ago
- The code of paper "A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks, IEEE Transactions on Cyberne…☆20May 23, 2022Updated 4 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.
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning☆19Apr 15, 2024Updated 2 years ago
- This repository contains the code for paper Li, Ran, et al. "Decision-oriented learning for future power system decision-making under unc…☆33Apr 13, 2025Updated last year
- The source code of SpCo☆35May 17, 2023Updated 3 years ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago
- The official implementation of MVS-GCN☆20Oct 13, 2022Updated 3 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"☆45Jan 6, 2024Updated 2 years ago
- Transformer-based Spectral Graph Neural Networks☆87Oct 7, 2024Updated last year
- Implementation of Implicit Graphon Neural Representation☆14Sep 1, 2023Updated 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.
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆80Sep 4, 2024Updated last year
- Wavelet Convolutions for Large Receptive Fields. ECCV 2024.☆595Feb 7, 2026Updated 4 months ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆11Jul 10, 2022Updated 3 years ago
- python刷leetcode记录。项目含有详细的代码注释和解题思路,并配有对应的leetcode中英文题目。The project contains detailed code comments and solution ideas(chinese), and has c…☆14Sep 6, 2021Updated 4 years ago
- The official PyTorch implementation for SIGIR 2024 paper "SIGformer: sign-aware graph transformer for recommendation".☆22Sep 4, 2024Updated last year
- PyTorch implementation of Pseudo-Riemannian Graph Convolutional Networks (NeurIPS'22))☆19Jul 5, 2024Updated 2 years ago
- Optimal forecast reconciliation with time series selection☆10Oct 23, 2024Updated last year
- A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875☆10Jul 22, 2020Updated 5 years ago
- Temporal Walk Based Centrality Metric for Graph Streams☆15Mar 20, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- Know Your Orientation: A Viewpoint-Aware Framework for Polyp Segmentation☆13Dec 30, 2024Updated last year
- ☆16Nov 26, 2025Updated 7 months ago
- [ECCV 2026] Freqformer: Image-Demoiréing Transformer via Efficient Frequency Decomposition☆16May 27, 2025Updated last year
- Official codebase for our NeurIPS paper, Symmetry-Informed Governing Equation Discovery.☆11Nov 13, 2024Updated last year
- ☆95Nov 13, 2025Updated 7 months ago
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆19Aug 8, 2023Updated 2 years ago