Topic: "graph-structure-learning"
KimMeen/Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
Size: 298 KB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 748 - Forks: 64

qitianwu/NodeFormer
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
Language: Jupyter Notebook - Size: 353 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 255 - Forks: 25

LirongWu/KDGA
Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"
Language: Python - Size: 1.31 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 201 - Forks: 39

HKUDS/GraphEdit
"GraphEdit: Large Language Models for Graph Structure Learning"
Language: Python - Size: 700 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 92 - Forks: 5

BUPT-GAMMA/Graph-Structure-Estimation-Neural-Networks
Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"
Language: Python - Size: 6.14 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 13

tata1661/PAR-NeurIPS21
Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
Language: Python - Size: 23.5 MB - Last synced at: 11 days ago - Pushed at: about 3 years ago - Stars: 48 - Forks: 8

YuanchenBei/Awesome-Graph-Structure-Learning
A curated list of papers on graph structure learning (GSL).
Size: 25.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 41 - Forks: 3

tata1661/SHINE-EMNLP21
Codes for SHINE published in EMNLP 2021.
Language: Python - Size: 46 MB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 38 - Forks: 5

CRIPAC-DIG/LATTICE
[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"
Language: Python - Size: 251 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 8

damo-cv/Ada-NETS
This is an official implementation for "Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space" accepted at ICLR 2022.
Language: Python - Size: 1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 3

zxlearningdeep/InfoMGF
[NeurIPS'24] The source code for "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".
Language: Python - Size: 210 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 17 - Forks: 1

blacker521/awesome-graph-structure-learning
A collection of research papers related to graph structure learning(GSL).
Size: 72.3 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 1

LirongWu/Homophily-Enhanced-Self-supervision
Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"
Language: Python - Size: 13.7 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 2

enoche/FREEDOM
ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation
Language: Python - Size: 101 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 2

jingweio/complex-graph-learning-papers
A curated and categorized paper list of gnn-based complex graph learning.
Size: 54.7 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

siriuslay/Awesome-GSL-on-Complex-Networks
Paper list for graph structure learning on complex networks.
Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

zxlearningdeep/LatGRL
[TNNLS] The source code for "When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning" (LatGRL)
Language: Python - Size: 27.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1

Thomas-wyh/B-Attention
This is an official implementation for "Robust Graph Structure Learning over Images via Multiple Statistical Tests" accepted at NeurIPS 2022.
Language: Python - Size: 894 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

april211/WSDM23-GSR Fork of AndyJZhao/WSDM23-GSR
A **revised** implementation of the GSR model proposed in Self-Supervised Graph Structure Refinement for Graph Neural Network in WSDM23.
Language: Jupyter Notebook - Size: 7.42 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SAMiatto/colide
Official implementation of the paper "CoLiDE: Concomitant Linear DAG Estimation".
Language: Python - Size: 278 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

lhthien09/validation_GraphStructureLearning
Graph Structure Learning methods with citation network applications
Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
