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 2 months ago
Alternatives and similar repositories for RecSysPapers
Users that are interested in RecSysPapers are comparing it to the libraries listed below
Sorting:
- 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）☆4,262Updated this week
- 主流推荐系统Rank算法的实现☆284Oct 25, 2023Updated 2 years ago
- Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ran…☆2,342Feb 23, 2026Updated last week
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,367Jun 16, 2025Updated 8 months ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,001Aug 9, 2024Updated last year
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,754Updated this week
- 【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容☆1,806Dec 24, 2022Updated 3 years ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆6,756Updated this week
- ☆3,890Feb 7, 2024Updated 2 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,377Jul 2, 2024Updated last year
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,451Feb 24, 2026Updated last week
- A framework for large scale recommendation algorithms.☆2,279Dec 19, 2025Updated 2 months ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,412Apr 26, 2025Updated 10 months ago
- A collection of research and application papers of (uncertainty) calibration techniques.☆344Jan 3, 2024Updated 2 years ago
- ☆1,197Mar 6, 2019Updated 6 years ago
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,510Jan 17, 2026Updated last month
- A Lighting Pytorch Framework for Recommendation Models (PyTorch推荐算法框架), Easy-to-use and Easy-to-extend. https://datawhalechina.github.io/…☆868Updated this week
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,215Mar 17, 2025Updated 11 months ago
- Classic papers and resources on recommendation☆3,511Oct 16, 2025Updated 4 months ago
- A unified, comprehensive and efficient recommendation library☆4,277Feb 24, 2025Updated last year
- ☆1,715Jun 12, 2020Updated 5 years ago
- Paper List of Pre-trained Foundation Recommender Models☆366Aug 12, 2024Updated last year
- Papers on Computational Advertising☆4,380Feb 9, 2021Updated 5 years ago
- 计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)☆184Feb 18, 2024Updated 2 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆905Jun 22, 2021Updated 4 years ago
- This repository collects debiasing methods for recommendation☆456Feb 19, 2024Updated 2 years ago
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆426Sep 2, 2025Updated 6 months ago
- ☆56Dec 18, 2024Updated last year
- Large Language Model-enhanced Recommender System Papers☆746Jan 16, 2026Updated last month
- 该仓库尝试整理推荐系统领域的一些经典算法模型☆2,148Oct 15, 2023Updated 2 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆342Jan 23, 2026Updated last month
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆227Aug 22, 2021Updated 4 years ago
- Recommender Learning with Tensorflow2.x☆1,983Apr 29, 2022Updated 3 years ago
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆733Sep 22, 2025Updated 5 months ago
- 推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction☆1,022Jan 20, 2024Updated 2 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,307Sep 25, 2024Updated last year
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆590Aug 26, 2025Updated 6 months ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆933Nov 15, 2019Updated 6 years ago
- Recommender System Papers☆991Oct 14, 2022Updated 3 years ago