USTC-StarTeam / Awesome-Large-Recommendation-Models
π₯π₯π₯ Latest Advances on Large Recommendation Models
β84Updated 5 months ago
Alternatives and similar repositories for Awesome-Large-Recommendation-Models
Users that are interested in Awesome-Large-Recommendation-Models are comparing it to the libraries listed below
Sorting:
- Recommender systems with large language models (Paper list)β60Updated last year
- β132Updated 10 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RSβ144Updated 9 months ago
- π₯π₯π₯ KDD2024 Best Student Paperβ53Updated 2 months ago
- β118Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation Systemβ91Updated 7 months ago
- β34Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".β74Updated 2 years ago
- β58Updated 8 months ago
- [ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"β74Updated 7 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β93Updated 6 months ago
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289β84Updated last week
- The latest paper list of large language model (LLM) for recommendationβ55Updated last year
- How to Index Item IDs for Recommendation Foundation Modelsβ77Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".β50Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learningβ49Updated 9 months ago
- β23Updated last month
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."β109Updated 8 months ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Modelsβ95Updated last month
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β74Updated 5 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lanβ¦β84Updated 3 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmbβ29Updated 2 months ago
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Futureβ67Updated 2 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendationβ44Updated 3 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.β31Updated 10 months ago
- β80Updated 7 months ago
- β46Updated last year
- β12Updated 2 months ago
- β46Updated 7 months ago
- A Large-scale Multimodal Dataset for recommender Systemβ138Updated last month