[KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends
☆116Mar 10, 2025Updated last year
Alternatives and similar repositories for Awesome-LLM-Enhanced-Recommender-Systems
Users that are interested in Awesome-LLM-Enhanced-Recommender-Systems are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for the RecSys 2024 paper "Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recomm…☆26Sep 25, 2025Updated 6 months ago
- ☆14Jun 18, 2024Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Jan 30, 2024Updated 2 years ago
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆31May 6, 2023Updated 2 years ago
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆40Apr 15, 2025Updated last year
- 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.
- [SIGIR25] Intent Representation Learning with Large Language Model for Recommendation☆23Dec 2, 2025Updated 4 months ago
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆26Feb 27, 2025Updated last year
- [CSUR'24] Multimodal Recommender Systems: A Survey☆62May 31, 2024Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆51Jun 27, 2024Updated last year
- [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.☆62Sep 6, 2025Updated 7 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆51Mar 13, 2025Updated last year
- Code for MME-SID accepted to CIKM 2025 Full Research track.☆29Oct 29, 2025Updated 5 months ago
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆41Jan 7, 2024Updated 2 years ago
- Official code for "Towards Better Utilzation of Multiple Views for Bundle Recommendation" (CIKM 24 Short)☆22Dec 22, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The implement of LLMTreeRec☆14Dec 9, 2024Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆119Feb 5, 2024Updated 2 years ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,261Mar 17, 2025Updated last year
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆74Jun 10, 2024Updated last year
- A curated list of awesome resources about multimodal recommender systems.☆465Oct 9, 2025Updated 6 months ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆455Jun 26, 2024Updated last year
- [KDD'25] Code of "Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation".☆18Aug 8, 2025Updated 8 months ago
- [TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆133Jan 28, 2026Updated 2 months ago
- [AAAI'25] The official implementation code of LLMEmb☆45Oct 5, 2024Updated last year
- 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.
- ☆24Aug 10, 2025Updated 8 months ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆65Dec 28, 2025Updated 3 months ago
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆654Jun 16, 2025Updated 10 months ago
- Source codes and Datasets for EDDA in CIKM'23☆21Aug 8, 2023Updated 2 years ago
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆25Apr 16, 2025Updated last year
- A Large-scale Multimodal Dataset for recommender System☆183Mar 19, 2025Updated last year
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆432Sep 2, 2025Updated 7 months ago
- [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"☆71Jun 10, 2024Updated last year
- A PyTorch implementation of Determinantal Point Process Likelihoods for Sequential Recommendation☆12Dec 9, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆57May 31, 2024Updated last year
- [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆139Nov 3, 2025Updated 5 months ago
- Awesome Deep Group Recommendation is a collection of SOTA, novel deep group recommendation methods (papers, codes, and datasets).☆56Oct 30, 2024Updated last year
- Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework☆49Sep 14, 2024Updated last year
- [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"☆123Aug 25, 2024Updated last year
- ☆15Mar 6, 2025Updated last year
- ☆30Apr 17, 2023Updated 3 years ago