graph-learning

There are 2 repositories under graph-learning topic.

alibaba / euler
A distributed graph deep learning framework.
graph graph-learning network-embedding deep-learning graph-convolutional-networks graph-neural-networks graphsage random-walk node2vec graph-embedding gcn ggnn
Language:C++ 2886
PaddlePaddle / PGL
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
graph graph-learning graph-neural-network heterogeneous-graph-learning metapath
Language:Python 1564
awslabs / dgl-ke
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
dgl graph-learning knowledge-graph knowledge-graphs-embeddings machine-learning
Language:Python 1251
tensorflow / neural-structured-learning
Training neural models with structured signals.
tensorflow graph-learning adversarial-learning neural-networks regularization structured-signals keras
Language:Python 980
wenwenyu / PICK-pytorch
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
key-information-extraction document-analysis graph-neural-networks graph-convolutional-network graph-learning document-understanding
Language:Python 556
HKUDS / GraphGPT
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
graph-neural-networks instruction-tuning large-language-models text-graph graph-learning
Language:Python 516
HKUDS / LLMRec
[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
content-based-recommendation data-augmentation-strategies graph-augmentation recommendation-system recommendation-with-side-information multi-modal-recommendation colloborative-filtering graph-learning
Language:Python 331
quiver-team / torch-quiver
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
distributed-computing geometric-deep-learning gpu-acceleration graph-learning graph-neural-networks pytorch
Language:Python 286
hugochan / IDGL
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
deep-learning graph-learning graph-neural-networks pytorch robustness
Language:Python 219
choderalab / espaloma
Extensible Surrogate Potential of Ab initio Learned and Optimized by Message-passing Algorithm 🍹https://arxiv.org/abs/2010.01196
forcefield-parameterization graph-learning
Language:Python 209
HKUDS / OpenGraph
"OpenGraph: Towards Open Graph Foundation Models"
data-augmentation fundation-models graph-generation graph-learning graph-neural-networks large-language-models transformer graph-algorithms large-langage-models graph-fundation-models
Language:Python 201
huawei-noah / BGCN
A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
bayesian-graph-neural-networks bayesian-neural-networks gcn gnn graph-convolutional-network graph-convolutional-neural-networks graph-learning graph-neural-networks
Language:Python 152
doujiang-zheng / Graph-Learning-Reading-List
Advances on machine learning of graphs, covering the reading list of recent top academic conferences.
deep-learning graph-embedding graph-learning graph-neural-networks iclr-2023 icml-2023 neurips-2023 aaai-2024
Language:Jupyter Notebook 150
rubenwiersma / deltaconv
Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."
differential-geometry geometric-deep-learning graph-learning point-cloud point-cloud-classification point-cloud-segmentation pytorch
Language:Jupyter Notebook 137
ai4ce / DiscoNet
[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception
3d-object-detection 3d-scene-understanding autonomous-driving collaborative-learning communication-networks computer-vision deep-learning graph graph-learning knowledge-distillation multi-agent-learning multi-agent-perception multi-agent-system point-cloud-processing v2v v2x-communication
135
coperception / coperception
An SDK for multi-agent collaborative perception.
3d-object-detection 3d-scene-understanding autonomous-driving collaborative-learning communication-networks computer-vision deep-learning graph graph-learning knowledge-distillation multi-agent-learning multi-agent-perception multi-agent-system point-cloud-processing v2v v2x-communication
Language:Python 133
opencog / learn
Neuro-symbolic interpretation learning (mostly just language-learning, for now)
graph-learning natural-language natural-language-learning natural-language-understanding neural-network symbolic-ai
Language:Scheme 129
EQTPartners / CompanyKG
A Large-Scale Company Relation Graph for Investment Industry
benchmarking company dataset graph-algorithms graph-learning graph-neural-networks heterogeneous-graph invetsments knowledge-graph private-equity
Language:Python 128
EdisonLeeeee / Awesome-Fair-Graph-Learning
Paper List for Fair Graph Learning (FairGL).
fairness graph-learning graph-neural-networks
120
HKUDS / GraphEdit
"GraphEdit: Large Language Models for Graph Structure Learning"
graph-learning graph-neural-networks graph-structure-learning instruction-tuning large-language-models
Language:Python 115
cornell-zhang / GraphZoom
GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding
graph-learning
Language:Python 111
BorgwardtLab / TOGL
Topological Graph Neural Networks (ICLR 2022)
persistent-homology graph-learning iclr2022 machine-learning graph-classification node-classification pytorch pytorch-geometric
Language:Python 109
HKUDS / HiGPT
[KDD'2024] "HiGPT: Heterogenous Graph Language Models"
fundation-models graph-learning graph-model graph-neural-networks instruction-tuning large-language-models pre-trained-model
Language:Python 98
gmh14 / data_efficient_grammar
[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation
grammar-learning molecule-generation graph-learning efficient-deep-learning graph-neural-networks formal-languages symbolic-representation
Language:Jupyter Notebook 92
SsGood / MMGL
Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)
pytorch multi-modality graph-learning disease-prediction transformer
Language:Jupyter Notebook 88
sair-lab / LGL
Lifelong Graph Learning (CVPR 2022 Oral)
lifelong-learning graph-learning pytorch
Language:Python 72
MGitHubL / Chinese-Reading-Notes-of-Graph-Learning
graph graph-embedding graph-learning graph-mining graph-neural-networks graph-representation-learning network-embedding network-representation-learning
70
SRA2 / SPELL
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection (ECCV 2022)
active-speaker-detection ava-dataset eccv eccv2022 graph-learning pytorch-geometric
Language:Python 64
GOLEM
aimclub / GOLEM
Graph Optimiser for Learning and Evolution of Models
dag evolutionary-optimization structure-learning graph-learning ai genetic-programming
Language:Python 60
IntelligentSystemsLab / ST-EVCDP
A real-world dataset for EV-related research, e.g., spatiotemporal prediction and urban energy management.
data-mining graph-learning spatio-temporal-prediction eletric-vehicle
Language:Python 58
IntelLabs / GraVi-T
Graph learning framework for long-term video understanding
graph-learning pytorch-geometric video-understanding
Language:Python 48
shamim-hussain / egt
Edge-Augmented Graph Transformer
transformer graphs attention gnns graph-learning self-attention
Language:Python 44
Wang-ML-Lab / GRDA
[ICLR 2022] Graph-Relational Domain Adaptation
adversarial-learning domain-adaptation graph-learning graphs relational-learning transfer-learning deep-learning deep-learning-models game-theory statistical-machine-learning
Language:Python 42
joshchang1112 / bert_gnn_arxiv
Multi-class Classification with fine-tuned BERT & GNN
graph-neural-networks gcn nlp bert graph-learning pytorch tensorflow
Language:Jupyter Notebook 41
SunLab-GMU / GraphSPD
The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IEEE Symposium on Security and Privacy (S&P), San Francisco, CA, May 22-26, 2023.
code-analysis graph-learning graphspd ml4code security-patch software-security
Language:Shell 40
WxxShirley / GNN4TaskPlan
Official implementation for paper "Can Graph Learning Improve Task Planning?" https://arxiv.org/abs/2405.19119
graph-learning graph-neural-networks large-language-models task-planning
Language:Python 34