Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
☆2,619Sep 19, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Users that are interested in Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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.☆2,206Jun 11, 2026Updated 4 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）☆4,620Updated this week
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,050Updated this week
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆2,008Updated this week
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,492Sep 14, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,519Mar 12, 2026Updated 7 months ago
- Papers on Computational Advertising☆4,406Feb 9, 2021Updated 5 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,468Jul 9, 2026Updated 3 months ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,437Apr 18, 2026Updated 6 months ago
- GRID: Generative Recommendation with Semantic IDs☆754Oct 15, 2025Updated last year
- Classic papers and resources on recommendation☆3,576Oct 16, 2025Updated last year
- ☆4,223Feb 7, 2024Updated 2 years ago
- Minimal reproduction of OneRec☆1,901Sep 7, 2026Updated last month
- A unified, comprehensive and efficient recommendation library☆4,586Feb 24, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,426Jun 27, 2026Updated 3 months ago
- 【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☆1,840Dec 24, 2022Updated 3 years ago
- A framework for large scale recommendation algorithms.☆2,361Apr 15, 2026Updated 6 months ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,321Mar 17, 2025Updated last year
- ☆1,208Mar 6, 2019Updated 7 years ago
- Recommender System Papers☆982Oct 14, 2022Updated 4 years ago
- ☆1,732Jun 12, 2020Updated 6 years ago
- An Open Foundation Model and Benchmark to Accelerate Generative Recommendation☆950May 18, 2026Updated 5 months ago
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆850Aug 31, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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☆1,016Jan 20, 2024Updated 2 years ago
- A collection of research and application papers of (uncertainty) calibration techniques.☆343Jan 3, 2024Updated 2 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,301Sep 25, 2024Updated 2 years ago
- Recommender Learning with Tensorflow2.x☆1,981Apr 29, 2022Updated 4 years ago
- DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foun…☆1,197Jan 21, 2025Updated last year
- Awesome Generative Recommendation papers primarily focused on industry-level applications.☆232Oct 9, 2026Updated last week
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆1,232Updated this week
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,697Dec 20, 2024Updated last year
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆938Nov 15, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Paper List for Recommend-system PreTrained Models☆353Mar 19, 2026Updated 6 months ago
- This repository collects debiasing methods for recommendation☆469Feb 19, 2024Updated 2 years ago
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,560Oct 8, 2026Updated last week
- 该仓库尝试整理推荐系统领域的一些经典算法模型☆2,181Oct 15, 2023Updated 3 years ago
- 计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估☆2,081Dec 17, 2019Updated 6 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆347Jan 23, 2026Updated 8 months ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆902Jun 22, 2021Updated 5 years ago