Awesome-RecSys: methods and implements
Multi-Interest
| Paper | Method | Conference | Code |
|---|---|---|---|
| Multi-Interest Network with Dynamic Routing for Recommendation at Tmall | MIND | CIKM 2019 | - |
| Deep Multi-Interest Network for Click-through Rate Prediction | DMIN | CIKM 2020 | - |
| Controllable Multi-Interest Framework for Recommendation | ComiRec | KDD 2020 | - |
| Disentangled Self-Supervision in Sequential Recommenders | - | KDD 2020 | - |
| Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates | Octopus | SIGIR 2020 | - |
| Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems | MultCLR | KDD 2021 | - |
| Sparse-Interest Network for Sequential Recommendation | SINE | WSDM 2021 | - |
| Multi-interest Diversification for End-to-end Sequential Recommendation | MDSR | TOIS 2021 | - |
| Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation | PIMI | IJCAI 2021 | - |
| Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest Attention | LimaRec | WSDM 2021 | - |