HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
☆625Aug 26, 2025Updated last year
Alternatives and similar repositories for HLLM
Users that are interested in HLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆2,018Updated this week
- GRID: Generative Recommendation with Semantic IDs☆763Oct 15, 2025Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆244Sep 9, 2024Updated 2 years ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,329Mar 17, 2025Updated last year
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆853Aug 31, 2026Updated 2 months 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.
- An Open Foundation Model and Benchmark to Accelerate Generative Recommendation☆962May 18, 2026Updated 5 months ago
- ☆286Oct 26, 2025Updated last year
- Minimal reproduction of OneRec☆1,946Oct 19, 2026Updated 2 weeks ago
- [KDD2026] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"☆244Sep 17, 2026Updated last month
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,566Oct 26, 2026Updated last week
- A Large-scale Multimodal Dataset for recommender System☆188Mar 19, 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.☆2,211Jun 11, 2026Updated 4 months ago
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,495Sep 14, 2026Updated last month
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆464Jun 26, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Source code for NoteLLM and NoteLLM-2☆155Apr 17, 2025Updated last year
- 在常规推荐系统算法和系统双优化的范式下，一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合，提出了OneRec算法，希望通过平台或外部各种各样的 信息来进行知识集成，打破数据孤岛，极大扩充推荐的“Extra World Knowl…☆230Jan 13, 2026Updated 9 months ago
- Official code of paper "LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application" (AA…☆30Jan 20, 2025Updated last year
- An easy-to-use framework for large scale recommendation algorithms.☆483Updated this week
- Code for MME-SID accepted to CIKM 2025 Full Research track.☆31Oct 29, 2025Updated last year
- 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）☆4,631Updated this week
- Pytorch Lightning Implement of Generative Recommenders☆121Sep 17, 2024Updated 2 years ago
- ☆4,241Feb 7, 2024Updated 2 years ago
- ICML 2025 | GE4Rec: supervised feature generation paradigm for CTR prediction models.☆38Jun 10, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆1,238Updated this week
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆135Apr 23, 2024Updated 2 years ago
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆535Jun 10, 2024Updated 2 years ago
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆149Jul 2, 2026Updated 4 months ago
- End-to-end Training for Multimodal Recommendation Systems☆169Feb 2, 2025Updated last year
- Official code for the paper: Scaling Transformers for Discriminative Recommendation via Generative Pretraining☆32Sep 1, 2025Updated last year
- ☆315Aug 28, 2024Updated 2 years ago
- PyTorch(1.6+) implementation of https://github.com/kang205/SASRec☆617Oct 23, 2026Updated last week
- ☆382Oct 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Awesome things about generative recommendation models.☆117Apr 28, 2025Updated last year
- ☆283Feb 5, 2024Updated 2 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,474Jul 9, 2026Updated 3 months ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,465Jun 27, 2026Updated 4 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆53Mar 13, 2025Updated last year
- 主流推荐系统Rank算法的实现☆300Oct 25, 2023Updated 3 years ago
- Large Language Model-enhanced Recommender System Papers☆766Oct 27, 2026Updated last week