manhtuando97 / KDD-20-Hypergraph
Code, datasets & supplementary for "Structural Patterns and Generative Models of Real-world Hypergraphs"
☆31Updated 2 years ago
Related projects: ⓘ
- Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.☆39Updated 3 years ago
- Data for the paper "Simplicial closure and higher-order link prediction"☆18Updated 5 years ago
- ☆12Updated 3 years ago
- This is the GitHub repository for our ICLR22 paper: "You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks"☆91Updated last year
- the Implementation of "Structural Deep Embedding for Hyper-Networks"（AAA20I8）☆44Updated 5 years ago
- ☆72Updated last year
- Collection of papers relating data-driven higher-order graph/networks researches.☆64Updated last year
- Code for generative hypergraph clustering via modularity-like objective functions.☆22Updated 2 years ago
- Repository for the AAAI 2022 paper: Directed Graph Auto-Encoders☆18Updated 2 years ago
- GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/930271…☆64Updated 2 years ago
- ☆17Updated last year
- source code for signed graph attention networks (ICANN2019) & SDGNN (AAAI2021)☆54Updated last year
- Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism"☆53Updated 3 years ago
- DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification☆26Updated 3 years ago
- HDGI code☆59Updated 4 years ago
- Heterogeneous Hypergraph Variational Autoencoder for Link Prediction (T-PAMI 2021)☆30Updated 3 years ago
- ☆54Updated 2 years ago
- Source code for the paper UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks (IJCAI 2021).☆62Updated 3 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity o…☆31Updated 2 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Updated 2 years ago
- Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"☆57Updated 3 years ago
- An Empirical Evaluation of Temporal Graph Benchmark☆25Updated last year
- ☆19Updated 3 years ago
- [NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dyna…☆50Updated last year
- A Data-Driven Graph Generative Model for Temporal Interaction Networks☆34Updated last year
- This repository shows an implementation of the VGAE based model with PyTorch.☆11Updated last year
- Dynamic graph/network dataset for dynamic graph/network embedding/representation☆31Updated 4 years ago
- Tutorial for the ScHoLP.jl library and reproducing results from the accompanying paper.☆39Updated 5 years ago
- WWW21 - How Do Hyperedges Overlap☆16Updated 7 months ago
- Official code implementation for CIKM 21 paper Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network…☆38Updated 2 years ago