liuqidong07 / Awesome-LLM-Enhanced-Recommender-SystemsLinks
[KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends
☆106Updated 8 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".☆132Updated 2 months ago
- ☆145Updated last year
- ☆128Updated 2 years ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆111Updated last year
- ☆266Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆102Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆104Updated 10 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆61Updated 9 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆58Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆177Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆46Updated 8 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆205Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆73Updated 9 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆216Updated last year
- Awesome things about generative recommendation models.☆101Updated 6 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆160Updated 9 months ago
- Large Language Model for Generative Recommendation☆73Updated last year
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- [Up-to-date] A curated list of resources on cold-start recommendations.☆237Updated last week
- A Large-scale Multimodal Dataset for recommender System☆169Updated 8 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆40Updated 2 weeks ago
- ☆39Updated 2 years ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆43Updated 5 months ago
- How to Index Item IDs for Recommendation Foundation Models☆87Updated 4 months ago
- ☆47Updated last month
- ColdRec: An Open-Source Toolbox for Cold-Start Recommendation.☆48Updated 3 months ago