enoche / SelfCF
Source code for "SelfCF: A Simple Framework for Self-supervised Collaborative Filtering". Accepted by ACM TORS.
☆26Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SelfCF
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆51Updated last year
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆35Updated 2 years ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆55Updated 2 years 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"☆56Updated last year
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆32Updated 11 months ago
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆48Updated 3 weeks ago
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆57Updated last year
- ☆54Updated 2 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆78Updated 2 years ago
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆30Updated last year
- Implementation of "Pre-training Graph Transformer with Multimodal Side Information for Recommendation"☆16Updated 2 years ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆58Updated 8 months ago
- ☆22Updated last month
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated 8 months ago
- Bootstrapping User and Item Representations for One-Class Collaborative Filtering☆29Updated 3 years ago
- Disentangled Self-Supervision in Sequential Recommenders☆28Updated 3 years ago
- This is our implementation of GHCF: Graph Heterogeneous Collaborative Filtering (AAAI 2021)☆67Updated 3 years ago
- ☆36Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆97Updated 2 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated 2 years ago
- [CIKM 2022]Contrastive Cross-Domain Sequential Recommendation☆35Updated last year
- Implementation of the paper "Contrastive Learning with Bidirectional Transformers for Sequential Recommendation".☆26Updated 2 years ago
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆20Updated 2 years ago
- TimelyRec (Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation, WWW'21)☆12Updated 3 years ago
- Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback☆27Updated 3 years ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆58Updated last year
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆51Updated last year
- [WWW 2023] Official code of "Adap-$\tau$: Adaptively Modulating Embedding Magnitude for Recommendation"☆28Updated 10 months ago