tsinghua-fib-lab / Causal-Recommender-SystemsLinks
An index of causal inference based recommendation algorithms (TOIS).
☆59Updated last year
Alternatives and similar repositories for Causal-Recommender-Systems
Users that are interested in Causal-Recommender-Systems are comparing it to the libraries listed below
Sorting:
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆76Updated 3 years ago
- The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)☆155Updated last year
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆84Updated 2 years ago
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆103Updated last year
- An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos☆92Updated 5 months ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆90Updated last month
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆76Updated 2 years ago
- ☆68Updated 4 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆67Updated 2 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆102Updated last year
- HCCF, SIGIR 2022☆98Updated last year
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆98Updated 3 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆184Updated last year
- Collaborative Filter by Graph Convolutional Network.☆36Updated 4 years ago
- ☆32Updated 4 years ago
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆63Updated 2 years ago
- One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)☆36Updated 10 months ago
- This is a repo containing recent papers related to temporal (sequential) recommender system☆63Updated 4 years ago
- ☆174Updated 3 years ago
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆78Updated last year
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆61Updated 3 weeks ago
- The official implementation for WWW 2022 paper "A Model-Agnostic Causal Learning Framework for Recommendation using Search Data"☆30Updated 2 years ago
- ☆60Updated 3 years ago
- ☆32Updated 3 years ago
- ☆22Updated 2 years ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- Session-based Recommendation☆63Updated 11 months ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆44Updated last year
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆83Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆59Updated 2 years ago