HIN using Twitter Data
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Updated
Feb 1, 2018 - Java
HIN using Twitter Data
A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset
A random-walk with restart algorithm over an enriched graph constructed using type-2 fuzzy data fusion.
Venue Prediction with bag of words + heterogenous information using sklearn SGDClassifier
Code for paper "PGRA: Projected Graph Relation-Feature Attention Network for Heterogeneous Information Network Embedding", Information Sciences. 2021.
The codes for CIKM 2021 paper "Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks"
Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.
Based on the HinDroid architecture outlined in the following paper: https://www.cse.ust.hk/~yqsong/papers/2017-KDD-HINDROID.pdf
CIKM'23 paper: Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks
✨ Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG
[DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)
Task-Guided Pair Embedding in Heterogeneous Network (CIKM 2019)
Heterogeneous Information Network Datasets
Leveraging Heterogeneous Network Embedding for Metabolic Pathway Prediction
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)
[KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks
Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"
Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)
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