sm823zw / Recommendation-System-Using-GNNsLinks
This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).
☆32Updated 3 years ago
Alternatives and similar repositories for Recommendation-System-Using-GNNs
Users that are interested in Recommendation-System-Using-GNNs are comparing it to the libraries listed below
Sorting:
- Graph Neural Networks for Recommender Systems☆293Updated 3 years ago
- RecSys 2022 Tutorial Hands on Explainable Recommender Systems with Knowledge Graphs☆51Updated last year
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66Updated 2 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Updated 2 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆95Updated 3 months ago
- A curated model zoo for recommendation tasks☆190Updated 11 months ago
- Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs☆35Updated last year
- Must-read Papers for Recommender Systems (RS)☆155Updated 4 years ago
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆127Updated 4 years ago
- A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)☆197Updated last year
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆64Updated 2 years ago
- Session-based Recommendation☆65Updated last year
- Source code from the SIGIR 2023 article "Attention Mixtures for Time-Aware Sequential Recommendation" by V.A. Tran, G. Salha-Galvan, B. S…☆29Updated 2 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆182Updated last year
- ☆304Updated 3 years ago
- An index of causal inference based recommendation algorithms (TOIS).☆58Updated last year
- Source code and dataset for WWW'22 paper "STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation"☆39Updated 2 years ago
- HCCF, SIGIR 2022☆99Updated last year
- KGCN pytorch model implementation☆147Updated 10 months ago
- Handling Information Loss of Graph Neural Networks for Session-based Recommendation☆67Updated 3 years ago
- ☆60Updated 3 years ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆126Updated 4 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆115Updated last year
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Updated 2 years ago
- ☆44Updated 4 years ago
- Models for social recommendation☆41Updated last year
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆20Updated 2 years ago
- This is the Github repository containing the code for the Context-Aware Sequential Recommendation project for the Information Retrieval 2…☆11Updated 2 years ago
- A reimplementation of SRGNN.☆50Updated 4 years ago
- ☆56Updated 3 years ago