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17 search results found

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Gnn Recommender Systems ⭐ 551

An index of recommendation algorithms that are based on Graph Neural Networks.

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Neural_graph_collaborative_filtering ⭐ 339

Neural Graph Collaborative Filtering, SIGIR2019

Diffnet ⭐ 143

Graph Neural Network based Social Recommendation Model. SIGIR2019.

Graphrec_pytorch ⭐ 137

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Lr Gccf ⭐ 103

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

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

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

Lightgcl ⭐ 66

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

The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)

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

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

Recommender Systems Paper ⭐ 21

Must-read Papers for Recommender Systems (RS)

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

Group Buying Recommendation ⭐ 16

Group-Buying Recommendation for Social E-Commerce

Disentangled_graph_collaborative_filtering ⭐ 15

Disentagnled Graph Collaborative Filtering, SIGIR2020

Kgcn_keras ⭐ 9

A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation

Graph In Recommendation Systems ⭐ 7

GNNs in Recommendation Systems

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