Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
☆1,515Jan 17, 2026Updated last month
Alternatives and similar repositories for Awesome-LLM-for-RecSys
Users that are interested in Awesome-LLM-for-RecSys are comparing it to the libraries listed below
Sorting:
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,223Mar 17, 2025Updated 11 months ago
- Large Language Model-enhanced Recommender System Papers☆746Jan 16, 2026Updated last month
- Paper List for Recommend-system PreTrained Models☆347Mar 27, 2024Updated last year
- ☆279Feb 5, 2024Updated 2 years ago
- Paper List of Pre-trained Foundation Recommender Models☆366Aug 12, 2024Updated last year
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆507Jun 10, 2024Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆175May 14, 2024Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆341Mar 4, 2025Updated last year
- 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.☆2,064Dec 4, 2025Updated 3 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆317May 15, 2025Updated 9 months ago
- Recommender systems with large language models (Paper list)☆64Nov 20, 2023Updated 2 years ago
- This is a repository of public data sources for Recommender Systems (RS).☆1,167Sep 5, 2024Updated last year
- A curated list of awesome resources about multimodal recommender systems.☆452Oct 9, 2025Updated 5 months ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆445Jun 26, 2024Updated last year
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆619Jun 16, 2025Updated 8 months ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,765Feb 27, 2026Updated last week
- A unified, comprehensive and efficient recommendation library☆4,289Feb 24, 2025Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆170Aug 7, 2024Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆93Mar 27, 2023Updated 2 years ago
- Bridging LLM and Recommender System.☆1,057Jan 27, 2026Updated last month
- A curated list of Generative Recommender Systems (Paper & Code)☆460Apr 1, 2024Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆106Nov 14, 2024Updated last year
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆427Sep 2, 2025Updated 6 months ago
- ☆370Oct 9, 2023Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆166Feb 2, 2025Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆204Sep 9, 2024Updated last year
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆554Mar 21, 2025Updated 11 months ago
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆141May 9, 2023Updated 2 years ago
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,450Feb 24, 2026Updated last week
- ☆162Jul 12, 2024Updated last year
- An open-source framework for self-supervised recommender systems.☆630Jun 6, 2025Updated 9 months ago
- This is the repo for the survey of LLM4IR.☆530Nov 13, 2025Updated 3 months ago
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆592Aug 26, 2025Updated 6 months ago
- 搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）☆4,287Updated this week
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆118Feb 5, 2024Updated 2 years ago
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,372Jun 16, 2025Updated 8 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆103Oct 6, 2024Updated last year
- An up-to-date, comprehensive and flexible recommendation library☆230Nov 5, 2023Updated 2 years ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆209Nov 29, 2023Updated 2 years ago