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

• LehengTHU / AlphaRec
  [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆93Updated 5 months ago
• wwliu555 / rs-llm-paper-list
  Recommender systems with large language models (Paper list)
  ☆63Updated last year
• ljy0ustc / LLaRA
  ☆144Updated last year
• yaochenzhu / LLM4Rec
  (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
  ☆159Updated last year
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆130Updated last month
• LehengTHU / LLM4Rec-Classified-Papers
  The latest paper list of large language model (LLM) for recommendation
  ☆58Updated last year
• hyp1231 / awesome-generative-recommendation
  Awesome things about generative recommendation models.
  ☆98Updated 6 months ago
• Wenyueh / LLM-RecSys-ID
  How to Index Item IDs for Recommendation Foundation Models
  ☆87Updated 4 months ago
• chenyuxin1999 / S-DPO
  [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"
  ☆87Updated 11 months ago
• yasdel / Gen-RecSys
  ☆87Updated last year
• TangJiakai / ReaRec
  ☆46Updated 3 weeks ago
• YangZhengyi98 / DreamRec
  ☆128Updated last year
• linjc16 / Rec-R1
  [TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
  ☆116Updated 2 months ago
• WujiangXu / SLMRec
  The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
  ☆40Updated 4 months ago
• USTC-StarTeam / DR4SR
  🔥🔥🔥 KDD2024 Best Student Paper
  ☆61Updated 8 months ago
• westlake-repl / NineRec
  Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
  ☆98Updated last year
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆86Updated 2 years ago
• facebookresearch / RPG_KDD2025
  This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…
  ☆91Updated 2 months ago
• agiresearch / IDGenRec
  Towards LLM-RecSys Alignment with Textual ID Learning
  ☆55Updated last year
• dh-r / LLM-Sequential-Recommendation
  All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…
  ☆111Updated last year
• liuqidong07 / Awesome-LLM-Enhanced-Recommender-Systems
  [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends
  ☆101Updated 8 months ago
• YangZhengyi98 / DROS
  ☆39Updated last year
• westlake-repl / MicroLens
  A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).
  ☆224Updated 9 months ago
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆117Updated 7 months ago
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆53Updated last year
• liuqidong07 / LLM-ESR
  [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.
  ☆40Updated last year
• SAI990323 / BIGRec
  ☆67Updated last year
• REASONER2023 / reasoner2023.github.io
  ☆63Updated last year
• Peter-Fy / Reason4Rec
  Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"
  ☆36Updated 6 months ago
• HappyPointer / LLM2Rec
  [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.
  ☆45Updated 2 months ago