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graph-augmentation

Here are 10 public repositories matching this topic...

HKUDS / LLMRec

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

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

Updated Jun 10, 2024
Python

LirongWu / KDGA

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

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

Updated Feb 27, 2024
Python

Echo-Ji / ST-SSL

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

data-mining adaptive representation-learning data-augmentation aaai fairness spatio-temporal-data robustness spatio-temporal-prediction traffic-flow-prediction graph-neural-networks self-supervised-learning robust-machine-learning traffic-forecasting contrastive-learning graph-augmentation location-embedding

Updated Jun 23, 2024
Python

HKUDS / GraphAug

[ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"

collaborative-filtering recommender-system graph-learning graph-neural-networks self-supervised-learning contrastive-learning graph-augmentation

Updated Sep 17, 2024
Python

basiralab / MultigraphGNet

Predicting multigraph brain population from a single graph

deep-learning network-analysis connectomics brain-connectivity predictive-learning geometric-deep-learning network-neuroscience medical-dataset brain-networks graph-neural-networks gnn graph-augmentation generative-learning multigraph-generation brain-mapping

Updated Dec 10, 2022
Python

LirongWu / L2A

Code for ECML-PKDD 2023 paper "Learning to Augment Graph Structure for both Homophily and Heterophily Graphs"

semi-supervised-learning node-classification graph-augmentation graph-self-supervised-learning heterophily-graph

Updated Feb 27, 2024
Python

mxliu / ACTION-Software-for-Functional-MRI-Analysis

Open-Source Python Software for Functional MRI Analysis

python ai open-source-project federated-learning graph-augmentation functional-mri foundation-models

Updated Aug 14, 2024
Python

basiralab / MV-LEAP

Multi-View LEArning-based data Proliferator (MV-LEAP) for boosting classification using highly imbalanced classes.

pca smote network-neuroscience computer-aided-diagnosis boosting-algorithm imbalanced-classes multi-view-networks graph-augmentation data-proliferator brain-disorders

Updated Feb 19, 2020
MATLAB

sichunluo / GALORE

[CIKM'23] "Improving Long-Tail Item Recommendation with Graph Augmentation"

recommender-system long-tail graph-augmentation

Updated Jun 18, 2024
Python

yeonchang / gOCCF

This repository provides a reference implementation of gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items (AAAI 2018).

recommender-systems graph-augmentation graph-based-recommendation one-class-collaborative-filtering

Updated Jul 17, 2020
C#

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