Marigoldwu / A-Unified-Framework-for-Deep-Attribute-Graph-Clustering
This project is a scalable unified framework for deep graph clustering.
☆101Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for A-Unified-Framework-for-Deep-Attribute-Graph-Clustering
- Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection", ICASSP 2024.☆30Updated 7 months ago
- Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆56Updated last month
- A Survey of Learning from Graphs with Heterophily☆89Updated last month
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆110Updated 10 months ago
- ☆99Updated last year
- Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.☆36Updated last year
- ☆76Updated last week
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆225Updated last month
- PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf☆108Updated 3 years ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆127Updated last year
- [TNNLS 2023] An official source code for paper "Simple Contrastive Graph Clustering".☆27Updated 6 months ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆209Updated 2 months ago
- ☆30Updated last year
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆47Updated 6 months ago
- ☆13Updated 11 months ago
- ☆44Updated last year
- ☆37Updated 3 years ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆50Updated 11 months ago
- Code for OGC and GGCM☆12Updated 2 months ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆163Updated 6 months ago
- Implementation of "Embedding Graph Auto-Encoder for Graph Clustering", IEEE Transactions on Neural Networks and Learning Systems.☆22Updated 2 years ago
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆129Updated last year
- [Pattern Recognition] An official code for paper "Graph Clustering Network with Structure Embedding Enhanced".☆18Updated last year
- ☆45Updated 2 years ago
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆52Updated last month
- Awesome literature on imbalanced learning on graphs☆66Updated 2 months ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆99Updated 4 months ago
- The source code of HeCo☆158Updated 2 years ago
- AAAI 2021-Deep Fusion Clustering Network☆76Updated 8 months ago