Search Results - RepositoryStats

559

2.9k

apache-2.0

140

A distributed graph deep learning framework.

gcn ggnn graph node2vec graphsage random-walk deep-learning graph-learning graph-embedding network-embedding graph-neural-networks graph-convolutional-networks

Created 2019-01-10

8 commits to master branch, last one 3 years ago

PGL PaddlePaddle

310

1.6k

apache-2.0

27

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

graph metapath graph-learning graph-neural-network heterogeneous-graph-learning

Created 2019-06-11

1,378 commits to main branch, last one 8 months ago

dgl-ke awslabs

194

1.2k

apache-2.0

28

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dgl graph-learning knowledge-graph machine-learning knowledge-graphs-embeddings

Created 2020-03-03

239 commits to master branch, last one about a year ago

neural-structured-learning tensorflow

190

977

apache-2.0

49

Training neural models with structured signals.

keras tensorflow graph-learning regularization neural-networks structured-signals adversarial-learning

Created 2019-08-27

567 commits to master branch, last one 8 months ago

PICK-pytorch wenwenyu

190

546

mit

23

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

graph-learning document-analysis graph-neural-networks document-understanding key-information-extraction graph-convolutional-network

Created 2020-07-15

52 commits to master branch, last one about a year ago

GraphGPT HKUDS

35

444

apache-2.0

4

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

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

Created 2023-10-15

29 commits to main branch, last one 2 months ago

torch-quiver quiver-team

37

284

apache-2.0

12

PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.

pytorch graph-learning gpu-acceleration distributed-computing graph-neural-networks geometric-deep-learning

Created 2020-08-17

135 commits to main branch, last one 9 months ago

LLMRec HKUDS

35

264

unknown

4

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

graph-learning graph-augmentation recommendation-system colloborative-filtering multi-modal-recommendation content-based-recommendation data-augmentation-strategies recommendation-with-side-information

Created 2023-10-23

144 commits to main branch, last one 2 months ago

IDGL hugochan

29

215

apache-2.0

8

Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".

pytorch robustness deep-learning graph-learning graph-neural-networks

Created 2019-12-20

12 commits to master branch, last one 3 years ago

espaloma choderalab

23

201

mit

17

Extensible Surrogate Potential of Ab initio Learned and Optimized by Message-passing Algorithm 🍹https://arxiv.org/abs/2010.01196

graph-learning forcefield-parameterization

Created 2020-02-10

758 commits to main branch, last one about a month ago

OpenGraph HKUDS

15

171

apache-2.0

5

"OpenGraph: Towards Open Graph Foundation Models"

transformer graph-learning fundation-models graph-algorithms graph-generation data-augmentation large-langage-models graph-neural-networks large-language-models graph-fundation-models

Created 2024-02-21

23 commits to main branch, last one about a month ago

deltaconv rubenwiersma

8

135

mit

5

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

pytorch point-cloud graph-learning differential-geometry geometric-deep-learning point-cloud-segmentation point-cloud-classification

Created 2022-05-12

40 commits to master branch, last one 10 months ago

DiscoNet ai4ce

17

130

mit

5

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

v2v graph deep-learning graph-learning computer-vision v2x-communication autonomous-driving multi-agent-system 3d-object-detection multi-agent-learning 3d-scene-understanding collaborative-learning communication-networks knowledge-distillation multi-agent-perception point-cloud-processing

Created 2021-10-17

46 commits to main branch, last one 8 months ago

Graph-Learning-Reading-List doujiang-zheng

16

130

gpl-3.0

2

Advances on machine learning of graphs, covering the reading list of recent top academic conferences.

iclr-2023 icml-2023 neurips-2023 deep-learning graph-learning graph-embedding graph-neural-networks

Created 2023-02-13

38 commits to main branch, last one 23 days ago

CompanyKG EQTPartners

5

127

mit

11

🔥 CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

company dataset invetsments benchmarking graph-learning private-equity knowledge-graph graph-algorithms heterogeneous-graph graph-neural-networks

Created 2023-06-14

18 commits to main branch, last one 7 months ago

coperception coperception

17

124

apache-2.0

5

An SDK for multi-agent collaborative perception.

v2v graph deep-learning graph-learning computer-vision v2x-communication autonomous-driving multi-agent-system 3d-object-detection multi-agent-learning 3d-scene-understanding collaborative-learning communication-networks knowledge-distillation multi-agent-perception point-cloud-processing

Created 2022-04-22

147 commits to master branch, last one about a month ago

learn opencog

32

122

other

21

Neuro-symbolic interpretation learning (mostly just language-learning, for now)

symbolic-ai graph-learning neural-network natural-language natural-language-learning natural-language-understanding

Created 2019-02-24

5,375 commits to master branch, last one 3 days ago

Awesome-Fair-Graph-Learning EdisonLeeeee

10

115

mit

4

Paper List for Fair Graph Learning (FairGL).

fairness graph-learning graph-neural-networks

Created 2022-03-27

66 commits to master branch, last one 4 days ago

GraphZoom cornell-zhang

15

108

bsd-3-clause

10

GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

graph-learning

Created 2020-02-07

59 commits to master branch, last one 3 years ago

TOGL BorgwardtLab

20

102

bsd-3-clause

8

Topological Graph Neural Networks (ICLR 2022)

pytorch iclr2022 graph-learning machine-learning pytorch-geometric node-classification persistent-homology graph-classification

Created 2021-01-11

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

GraphEdit HKUDS

6

100

unknown

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

32 commits to main branch, last one about a month ago

data_efficient_grammar gmh14

24

91

mit

2

[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation

graph-learning formal-languages grammar-learning molecule-generation graph-neural-networks efficient-deep-learning symbolic-representation

Created 2022-01-22

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

MMGL SsGood

13

82

mit

3

Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)

pytorch transformer graph-learning multi-modality disease-prediction

Created 2022-01-01

66 commits to main branch, last one 2 months ago

HiGPT HKUDS

4

78

apache-2.0

3

[KDD'2024] "HiGPT: Heterogenous Graph Language Models"

graph-model graph-learning fundation-models pre-trained-model instruction-tuning graph-neural-networks large-language-models

Created 2024-02-18

15 commits to main branch, last one 13 days ago

LGL sair-lab

10

71

bsd-3-clause

3

Lifelong Graph Learning (CVPR 2022 Oral)

pytorch graph-learning lifelong-learning

Created 2020-05-10

192 commits to master branch, last one 2 years ago

Chinese-Reading-Notes-of-Graph-Learning MGitHubL

8

63

unknown

2

This repository has no description...

graph graph-mining graph-learning graph-embedding network-embedding graph-neural-networks graph-representation-learning network-representation-learning

Created 2022-10-15

33 commits to main branch, last one 4 months ago

SPELL SRA2

9

63

mit

3

Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection (ECCV 2022)

eccv eccv2022 ava-dataset graph-learning pytorch-geometric active-speaker-detection

Created 2022-07-07

13 commits to main branch, last one 7 months ago

GOLEM aimclub

6

53

bsd-3-clause

3

Graph Optimiser for Learning and Evolution of Models

ai dag graph-learning structure-learning genetic-programming evolutionary-optimization

Created 2022-10-24

166 commits to main branch, last one 27 days ago

ST-EVCDP IntelligentSystemsLab

10

44

mit

3

This is a real-world dataset of 18,061 public electric vehicle (EV) charging piles for spatio-temporal charging demand prediction.

data-mining graph-learning eletric-vehicle spatio-temporal-prediction

Created 2023-11-01

25 commits to main branch, last one a day ago

GRDA Wang-ML-Lab

6

41

unknown

4

[ICLR 2022] Graph-Relational Domain Adaptation

graphs game-theory deep-learning graph-learning domain-adaptation transfer-learning relational-learning adversarial-learning deep-learning-models statistical-machine-learning

Created 2022-01-27

56 commits to main branch, last one about a month ago