BELIEVEfxy / LightSANs
Code for our SIGIR 2021 short paper "Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation."
☆26Updated 3 years ago
Alternatives and similar repositories for LightSANs
Users that are interested in LightSANs are comparing it to the libraries listed below
Sorting:
- Code for our SIGIR 2021 short paper "Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation."☆14Updated 4 years ago
- Open source data and code of the MGNM☆23Updated 2 years ago
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆36Updated 2 years ago
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Updated 3 years ago
- ☆37Updated 4 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆104Updated 3 years ago
- TensorFlow implementation of our paper: Cross Pairwise Ranking for Unbiased Item Recommendation (WWW'22)☆43Updated last year
- Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback☆28Updated 4 years ago
- Graph Meta Embedding (GME) for cold-start ads in CTR/CVR prediction☆37Updated 3 years ago
- Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation"☆28Updated 2 years ago
- Session-based Recommendation, CoHHN, price preferences, interest preferences, Heterogeneous Hypergraph, Co-guided Learning, SIGIR2022☆38Updated last year
- ☆13Updated 2 years ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆58Updated 3 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆82Updated 2 years ago
- Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks☆26Updated 4 years ago
- ☆32Updated 3 years ago
- PyTorch Code for Adversarial and Contrastive AutoEncoder for Sequential Recommendation.☆33Updated 4 years ago
- Code for MM'23 paper "Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation"☆28Updated last year
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆75Updated 2 years ago
- Session-based Recommendation☆62Updated 10 months ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆66Updated 2 years ago
- A curator of Sequential Recommendation algorithms☆20Updated 4 years ago
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆52Updated last year
- [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."☆45Updated last year
- Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)☆47Updated last year
- Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction☆21Updated 4 years ago
- cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets☆44Updated last year
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆28Updated 2 years ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- The source code and dataset for the RecGURU paper (WSDM 2022)☆29Updated 2 years ago