USTC-StarTeam / Awesome-Large-Recommendation-ModelsLinks
π₯π₯π₯ Latest Advances on Large Recommendation Models
β106Updated 10 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)β63Updated last year
- [ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"β91Updated 5 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RSβ157Updated last year
- The latest paper list of large language model (LLM) for recommendationβ57Updated last year
- β143Updated last year
- Awesome things about generative recommendation models.β93Updated 5 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β127Updated last month
- How to Index Item IDs for Recommendation Foundation Modelsβ86Updated 3 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".β85Updated 2 years ago
- β128Updated last year
- β86Updated last year
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trendsβ101Updated 7 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation Systemβ97Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequentiβ¦β107Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289β116Updated last month
- π₯π₯π₯ KDD2024 Best Student Paperβ62Updated 7 months ago
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.β195Updated 8 months ago
- β39Updated last year
- β51Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β84Updated 10 months ago
- [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"β119Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learningβ54Updated last year
- β156Updated 6 months ago
- β263Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Modelsβ115Updated 6 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).β217Updated 8 months ago
- End-to-end Training for Multimodal Recommendation Systemsβ159Updated 8 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".β53Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."β165Updated last year
- An index for papers on large language model agents for recommendation and search.β60Updated 6 months ago