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Search results for graph neural networks collaborative filtering

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18 search results found

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Neural_graph_collaborative_filtering ⭐ 339

Neural Graph Collaborative Filtering, SIGIR2019

Recstudio ⭐ 153

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

Rec_pangu ⭐ 138

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Recbole Gnn ⭐ 128

Efficient and extensible GNNs enhanced recommender library based on RecBole.

Lr Gccf ⭐ 103

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

"RLMRec: Representation Learning with Large Language Models for Recommendation"

Social Recommendation ⭐ 97

Summary of social recommendation papers and codes

Automl Tutorial ⭐ 83

Tutorials about AutoML

Lightgcl ⭐ 66

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

Kdd_cup_2020_debiasing_rush ⭐ 44

Solution to the Debiasing Track of KDD CUP 2020

Gmcf_neural_graph_matching_based_collaborative_filtering ⭐ 32

GMCF: Neural Graph Matching based Collaborative Filtering, SIGIR 2021

[SIGIR'2023] "GFormer: Graph Transformer for Recommendation"

[WSDM'2023] "Heterogeneous Graph Contrastive Learning for Recommendation"

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"

Disentangled_graph_collaborative_filtering ⭐ 15

Disentagnled Graph Collaborative Filtering, SIGIR2020

LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"

Pytorch_ngcf ⭐ 8

PyTorch Implemenation for Neural Graph Collaborative Filtering

PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"

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1-18 of 18 search results

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