liuqidong07 / Awesome-LLM-Enhanced-Recommender-SystemsLinks
[KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends
☆111Updated 10 months ago
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
Sorting:
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆143Updated 4 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆127Updated last year
- ☆131Updated 2 years ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆115Updated last year
- ☆159Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆103Updated last year
- ☆41Updated 2 years ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆101Updated last year
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆121Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆187Updated last year
- ☆275Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆57Updated last year
- [CSUR'24] Multimodal Recommender Systems: A Survey☆60Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆207Updated 2 years ago
- How to Index Item IDs for Recommendation Foundation Models☆93Updated 6 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆221Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 10 months ago
- ☆65Updated last year
- ☆76Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆42Updated 2 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆46Updated 7 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆66Updated 11 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆90Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆165Updated 11 months ago
- Large Language Model for Generative Recommendation☆74Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆46Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆56Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆186Updated 2 weeks ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆56Updated 3 weeks ago