sm823zw / Recommendation-System-Using-GNNs
This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).
☆23Updated 2 years ago
Related projects: ⓘ
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆19Updated last year
- ☆42Updated 3 years ago
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆56Updated 2 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆83Updated last year
- A Pytorch implementation of GCMC model with Deep Graph Library (DGL). The user-item bipartite graph is built using dgl-heterogeneouss Gra…☆28Updated 3 years ago
- Models for social recommendation☆38Updated 6 months ago
- Source code and dataset for WWW'22 paper "STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation"☆37Updated last year
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆17Updated last year
- HCCF, SIGIR 2022☆92Updated last year
- A reimplementation of SRGNN.☆46Updated 3 years ago
- Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'☆166Updated last year
- ☆29Updated 5 years ago
- ☆57Updated 2 years ago
- Session-based Recommendation☆60Updated 3 months ago
- The implementation of "Cross-Domain Recommendation via Preference Propagation GraphNet“, Cheng Zhao, Chenliang Li, Cong Fu, https://doi.o…☆25Updated last year
- Official code for the paper "Leveraging the Metapath and Entity Aware Subgraphs for Recommendation"☆40Updated 2 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆107Updated last year
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆117Updated last year
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆65Updated 2 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆84Updated 3 years ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆124Updated 3 years ago
- AAAI-2021☆33Updated 3 years ago
- ☆53Updated 2 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆82Updated 5 months ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆167Updated 10 months ago
- ☆35Updated 10 months ago
- ☆25Updated 3 years ago
- RecSys 2022 Tutorial Hands on Explainable Recommender Systems with Knowledge Graphs☆47Updated 5 months ago
- GNNs in Recommendation Systems☆44Updated 4 years ago
- ☆37Updated 2 years ago