enoche / SelfCF
Source code for "SelfCF: A Simple Framework for Self-supervised Collaborative Filtering". Accepted by ACM TORS.
☆26Updated last year
Related projects: ⓘ
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆49Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆65Updated last year
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆32Updated 2 years ago
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆52Updated last year
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆47Updated 10 months ago
- The implement of papar "Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization"☆18Updated 3 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆49Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆96Updated 2 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆76Updated 2 years ago
- Implementation of "Pre-training Graph Transformer with Multimodal Side Information for Recommendation"☆16Updated 2 years ago
- [ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck☆29Updated last year
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆31Updated 9 months ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆55Updated 6 months ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆54Updated 2 years ago
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆19Updated last year
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆48Updated 6 months ago
- [CIKM 2022]Contrastive Cross-Domain Sequential Recommendation☆31Updated last year
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆59Updated last year
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆54Updated last year
- One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)☆32Updated last month
- Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation"☆26Updated last year
- Intent Contrastive Learning for Sequential Recommendation (WWW'22)☆16Updated 2 years ago
- HCCF, SIGIR 2022☆92Updated last year
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆29Updated last year
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆51Updated last year
- ☆53Updated 2 years ago
- ☆15Updated last month
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆18Updated last year
- Bootstrapping User and Item Representations for One-Class Collaborative Filtering☆29Updated 3 years ago
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆21Updated 3 weeks ago