An open API service providing repository metadata for many open source software ecosystems.

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

Related Topics
graph-neural-networks 11 graph 4 deep-learning 3 multi-view-clustering 2 self-supervised-learning 2 gcn 2 text-classification 2 pytorch 2 iclr-2024 1 attention-mechanism 1 clustering 1 reid 1 reranking 1 multimodal 1 recommender-system 1 graph-transformer 1 image-classification 1 large-graph 1 neurips-2022 1 node-classification 1 pytorch-geometric 1 relational-learning 1 graph-learning 1 instruction-tuning 1 large-language-models 1 graph-embedding 1 multimedia-recommendation 1 heterogeneous-graph-neural-network 1 heterogeneous-information-networks 1 heterophily 1 homophily 1 drug-discovery 1 few-shot-learning 1 meta-learning 1 molecular-property 1 molecular-representation-learning 1 one-shot-learning 1 graph-augmentation 1 knowledge-distillation 1 awesome 1 dynamic-graphs 1 spatial-temporal-data 1 spatial-temporal-forecasting 1 survey 1 temporal-data 1 temporal-graphs 1 time-series 1 time-series-analysis 1 time-series-anomaly-detection 1 time-series-classification 1 time-series-forecasting 1 time-series-imputation 1 hierarchical-graph-neural-network 1 semi-supervised-learning 1 short-text-classification 1 complex-networks 1 face-clustering 1 recommender-systems 1 assortativity-and-disassortativity 1 complex-graph-learning 1 heterogeneous-mixing-pattern 1 homophilic-and-heterophilic-graphs 1 long-range-dependency 1 oversmoothing-issue 1 spectral-filtering 1 contrastive-learning 1 personalized-recommendation 1 causal-discovery 1 concomitant-scale-estimation 1 directed-acyclic-graph 1