maenzhier / GRecX
An Efficient and Unified Benchmark for GNN-based Recommendation.
☆79Updated last year
Alternatives and similar repositories for GRecX:
Users that are interested in GRecX are comparing it to the libraries listed below
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆78Updated last year
- GMCF: Neural Graph Matching based Collaborative Filtering, SIGIR 2021☆54Updated 3 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆82Updated last year
- A reimplementation of SRGNN.☆50Updated 3 years ago
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆97Updated 2 years ago
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆75Updated 2 years ago
- Collaborative Filter by Graph Convolutional Network.☆36Updated 3 years ago
- ☆174Updated 3 years ago
- A toy implementation of Neural Graph Collaborative filtering☆87Updated 5 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- ☆44Updated 4 years ago
- Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021☆34Updated 3 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆84Updated 2 years ago
- Code for Next-item Recommendation with Sequential Hypergraph (SIGIR2020)☆58Updated 4 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆112Updated last year
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆154Updated 11 months ago
- Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'☆171Updated 2 years ago
- Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"☆61Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆104Updated 3 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆82Updated 2 years ago
- Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”☆61Updated 4 years ago
- ☆34Updated 4 years ago
- Disentagnled Graph Collaborative Filtering, SIGIR2020☆139Updated 4 years ago
- An implementation FGNN.☆50Updated 5 years ago
- Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)☆46Updated last year
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆122Updated 2 years ago
- This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)☆106Updated 4 years ago
- This is our implementation of GHCF: Graph Heterogeneous Collaborative Filtering (AAAI 2021)☆69Updated 4 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆104Updated last year
- GNN in Recommendation System (ACM Computing Surveys 2022)☆83Updated 2 years ago