Chrissie-Law / Causal-Inference-for-RecommendationLinks
A collection of research works about causal inference for recommender systems, including papers and code.
☆29Updated 10 months ago
Alternatives and similar repositories for Causal-Inference-for-Recommendation
Users that are interested in Causal-Inference-for-Recommendation are comparing it to the libraries listed below
Sorting:
- An index of causal inference based recommendation algorithms (TOIS).☆61Updated last year
- An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos☆102Updated 10 months ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆101Updated 7 months ago
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆419Updated 2 months ago
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆174Updated 10 months ago
- This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.☆22Updated 2 years ago
- Adaptive Hardness Negative Sampling for Collaborative Filtering, AAAI2024☆12Updated last year
- Diffusion Recommender Model☆230Updated last year
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆75Updated 4 years ago
- ☆12Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆72Updated 8 months ago
- Official implementation of the GRU4Rec algorithm in PyTorch☆71Updated 2 years ago
- A Pytorch Recommendation Framework with Implicit Feedback.☆41Updated 2 years ago
- ☆57Updated 4 months ago
- [Up-to-date] A curated list of resources on cold-start recommendations.☆229Updated last month
- ☆128Updated last year
- This is a library built upon RecBole for cross-domain recommendation algorithms☆107Updated last year
- ☆47Updated 3 years ago
- An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention, AAAI-24☆62Updated 11 months ago
- An up-to-date, comprehensive and flexible recommendation library☆214Updated last year
- [CSUR'24] Multimodal Recommender Systems: A Survey☆59Updated last year
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆107Updated 2 years ago
- The official implementation of Can LLM-Driven Hard Negative Sampling Empower Collaborative Filtering? Findings and Potentials.☆11Updated 7 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- A curated list of awesome resources about multimodal recommender systems.☆434Updated 3 weeks ago
- Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)☆20Updated 2 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆184Updated 2 years ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆110Updated last year
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆42Updated 3 years ago
- ☆26Updated last year