Search Results - RepositoryStats

52

620

unknown

16

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

survey awesome time-series temporal-data dynamic-graphs temporal-graphs time-series-analysis graph-neural-networks spatial-temporal-data time-series-imputation time-series-forecasting graph-structure-learning time-series-classification spatial-temporal-forecasting time-series-anomaly-detection

Created 2023-06-19

17 commits to main branch, last one 3 months ago

NodeFormer qitianwu

27

291

unknown

4

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

pytorch large-graph neurips-2022 graph-transformer pytorch-geometric node-classification relational-learning text-classification image-classification graph-neural-networks graph-structure-learning

Created 2022-11-04

29 commits to main branch, last one 8 months ago

KDGA LirongWu

39

203

mit

1

Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"

graph-augmentation graph-neural-networks knowledge-distillation graph-structure-learning

Created 2022-09-25

5 commits to main branch, last one 8 months ago

GraphEdit HKUDS

10

122

apache-2.0

3

"GraphEdit: Large Language Models for Graph Structure Learning"

graph-learning instruction-tuning graph-neural-networks large-language-models graph-structure-learning

Created 2024-02-21

36 commits to main branch, last one 4 months ago

Graph-Structure-Estimation-Neural-Networks BUPT-GAMMA

13

58

unknown

3

Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"

graph-structure-learning

Created 2021-03-14

6 commits to main branch, last one 3 years ago

GET CRIPAC-DIG

10

45

mit

2

[WWW 2022] The source code of "Evidence-aware Fake News Detection with Graph Neural Networks"

semantic-learning fake-news-detection graph-structure-learning evidence-based-fake-news-detection

Created 2022-03-16

12 commits to main branch, last one 6 months ago

PAR-NeurIPS21 tata1661

8

44

unknown

5

Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".

meta-learning drug-discovery few-shot-learning one-shot-learning molecular-property graph-structure-learning molecular-representation-learning

Created 2021-09-29

13 commits to main branch, last one 2 years ago

LATTICE CRIPAC-DIG

9

38

mit

2

[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"

pytorch deep-learning recommender-systems graph-structure-learning multimedia-recommendation personalized-recommendation

Created 2021-07-13

5 commits to main branch, last one 6 months ago

Awesome-Graph-Structure-Learning YuanchenBei

3

36

mit

2

A curated list of papers on graph structure learning (GSL).

graph graph-neural-networks graph-structure-learning

Created 2023-06-26

14 commits to main branch, last one 4 months ago

SHINE-EMNLP21 tata1661

7

35

unknown

4

Codes for SHINE published in EMNLP 2021.

text-classification graph-neural-networks graph-structure-learning semi-supervised-learning short-text-classification hierarchical-graph-neural-network

Created 2021-09-10

9 commits to master branch, last one 2 years ago

Ada-NETS damo-cv

3

33

mit

1

This is an official implementation for "Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space" accepted at ICLR 2022.

gcn graph face-clustering graph-structure-learning

Created 2022-02-07

6 commits to main branch, last one about a year ago