cgao-comp / DGCNLinks
The code of paper "A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks, IEEE Transactions on Cybernetics".
☆20Updated 3 years ago
Alternatives and similar repositories for DGCN
Users that are interested in DGCN are comparing it to the libraries listed below
Sorting:
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆36Updated 4 years ago
- Hypergraph convolution and attention networks research☆15Updated last year
- Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometri…☆24Updated 3 years ago
- This repo is for source code of Expert Systems with Applications paper "SR-HGN: Semantic-and Relation-Aware Heterogeneous Graph Neural Ne…☆13Updated 2 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆95Updated 3 years ago
- TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.☆37Updated last year
- Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning☆19Updated last year
- KDD'22☆64Updated 3 years ago
- Code for "DyGCN: Dynamic Graph Embedding with Graph Convolutional Network"☆39Updated last year
- ☆38Updated 4 years ago
- Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection (ICDMW 2023)☆27Updated last year
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆145Updated 3 years ago
- PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"☆49Updated 2 years ago
- Interpretable and Efficient Heterogeneous Graph Convolutional Network, IEEE TKDE 2021☆108Updated last year
- ☆17Updated 6 months ago
- ☆31Updated 3 years ago
- ☆125Updated 2 years ago
- DyHATR (ECML-PKDD 2020)☆44Updated 5 years ago
- The code of "Attribute and Structure preserving Graph Contrastive Learning" (AAAI 2023 oral)☆20Updated 10 months ago
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆22Updated 2 years ago
- ☆18Updated 2 years ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆145Updated 2 years ago
- ☆101Updated 4 years ago
- ☆19Updated 2 years ago
- The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.☆37Updated 3 years ago
- [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of re…☆59Updated last year
- Heterogeneous Graph Contrastive Multi-view Learning, SDM 23