HyAI

Deep and conventional community detection related papers, implementations, datasets, and tools.

Inductive relation prediction by subgraph reasoning, ICML'20

A news recommendation system tailored for user communities

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

Implementation of "Overlapping Community Detection with Graph Neural Networks"

Supervised community detection with line graph neural networks

Codebase topic modeling using GNNs(Node aggregation and clustering)

:sparkler: Network/Graph Analysis with NetworkX in Python. Topics range from network types, statistics, link prediction measures, and community detection.

Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (NeurIPS 2019)

[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding