DyGRec / Sequential-Recommender-System-Papers
This is a repo containing recent papers related to temporal (sequential) recommender system
☆59Updated 3 years ago
Related projects: ⓘ
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆83Updated last year
- This is a library built upon RecBole for cross-domain recommendation algorithms☆82Updated 5 months ago
- ☆88Updated 2 years ago
- This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), whi…☆128Updated last year
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆84Updated 3 years ago
- ☆173Updated 2 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆147Updated 3 months ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆76Updated 2 years ago
- Session-based Recommendation☆60Updated 2 months ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆73Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆96Updated 2 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆117Updated last year
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆54Updated 2 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆59Updated last year
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆70Updated 2 years ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆65Updated last year
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆167Updated 10 months ago
- SGL PyTorch version☆100Updated 2 years ago
- [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."☆42Updated 4 months ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆124Updated 3 years ago
- A reimplementation of SRGNN.☆46Updated 3 years ago
- Incorporating User Micro-behaviors and Item Knowledge 59 60 3 into Multi-task Learning for Session-based Recommendation☆45Updated 4 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆75Updated 3 years ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆42Updated 5 months ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆96Updated last year
- ☆66Updated 4 years ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆66Updated last year
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆118Updated 3 years ago
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆76Updated last year
- An Efficient and Effective Framework for Session-based Social Recommendation☆31Updated 2 years ago