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    42 repositories

    • Uni-CTR

      Public
      Code implementation of TOIS paper "A Unified Framework for Multi-Domain CTR Prediction via Large Language Models"
      Python
      •0•2•0•0•Updated Jan 9, 2025Jan 9, 2025

    • AMAR

      Public
      Python
      •0•3•0•0•Updated Jan 8, 2025Jan 8, 2025

    • LLM_User_Simulator

      Public
      Code for AAAI'25 paper: LLM-Powered User Simulator for Recommender System
      Python
      •0•1•0•0•Updated Jan 6, 2025Jan 6, 2025

    • ERASE

      Public
      Code for the Paper "ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems"
      Python
      •
      Apache License 2.0
      •1•23•1•0•Updated Jan 2, 2025Jan 2, 2025

    • TAPO

      Public
      Code implementation of ICASSP paper "TAPO: Task-Referenced Adaptation for Prompt Optimization"
      multi-task-learninglarge-language-modelsprompt-engineeringautomated-prompt-optimization
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 24, 2024Dec 24, 2024

    • SIMGA

      Public
      [AAAI'2025] The official implementation code of SIGMA
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Dec 15, 2024Dec 15, 2024

    • AlternateCD

      Public
      Python
      •0•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • GARLIC

      Public
      Python
      •3•7•0•0•Updated Dec 11, 2024Dec 11, 2024

    • LLMTreeRec

      Public
      Code repository for paper: "LLMTreeRec: A Tree-based Large Language Model Framework for Cold-start Recommendation"
      Python
      •0•1•0•0•Updated Dec 9, 2024Dec 9, 2024

    • ControlTraj

      Public
      The implementation of ControlTraj for KDD 2024
      Python
      •2•2•0•0•Updated Nov 20, 2024Nov 20, 2024

    • LLM4MSR

      Public
      0•4•0•0•Updated Nov 19, 2024Nov 19, 2024

    • G3

      Public
      Code repository for paper: "G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models"
      Python
      •
      Apache License 2.0
      •1•18•0•0•Updated Oct 16, 2024Oct 16, 2024

    • GPRec

      Public
      Python
      •0•3•0•0•Updated Oct 7, 2024Oct 7, 2024

    • LLMEmb

      Public
      [AAAI'25] The official implementation code of LLMEmb
      Python
      •
      MIT License
      •2•1•0•0•Updated Oct 5, 2024Oct 5, 2024

    • Diff-MSR

      Public
      Code for 'Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation' accepted to WSDM 2024
      Python
      •
      MIT License
      •1•11•1•0•Updated Sep 27, 2024Sep 27, 2024

    • AutoDPQ

      Public
      AutoDPQ: Automated Differentiable Product Quantization for Embedding Compression
      0•0•0•0•Updated Sep 27, 2024Sep 27, 2024

    • PLATE

      Public
      implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023
      Python
      •
      MIT License
      •1•13•0•0•Updated Sep 27, 2024Sep 27, 2024

    • SMLP4Rec

      Public
      Python
      •0•3•1•0•Updated Sep 26, 2024Sep 26, 2024

    • HierRec

      Public
      Python
      •0•6•0•0•Updated Sep 26, 2024Sep 26, 2024

    • AutoTransfer

      Public
      Attached files for AutoTransfer
      Python
      •0•4•0•0•Updated Sep 26, 2024Sep 26, 2024

    • M3oE

      Public
      Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
      Python
      •4•29•2•0•Updated Sep 14, 2024Sep 14, 2024

    • KuaiSim

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •1•24•1•0•Updated Sep 10, 2024Sep 10, 2024

    • POI-Enhancer

      Public
      Python
      •1•0•0•0•Updated Aug 18, 2024Aug 18, 2024

    • RFRec

      Public
      Jupyter Notebook
      •2•3•0•0•Updated Aug 10, 2024Aug 10, 2024

    • LinRec

      Public
      Python
      •1•17•3•0•Updated Aug 4, 2024Aug 4, 2024

    • MOELoRA-peft

      Public
      [SIGIR'24] The official implementation code of MOELoRA.
      Python
      •
      MIT License
      •19•20•0•0•Updated Aug 3, 2024Aug 3, 2024

    • LLM-ESR

      Public
      [NeurIPS'24] The official implementation code of LLM-ESR.
      Python
      •
      MIT License
      •5•8•0•0•Updated Jun 27, 2024Jun 27, 2024

    • GFN4Retention

      Public
      Code for GFN4Retention on KuaiSim
      Jupyter Notebook
      •
      Apache License 2.0
      •3•8•0•0•Updated Jun 9, 2024Jun 9, 2024

    • BISTRO

      Public
      Jupyter Notebook
      •1•2•1•0•Updated Jun 6, 2024Jun 6, 2024

    • Awesome-Multimodal-Recommender-Systems

      Public
      MIT License
      •5•27•0•0•Updated May 31, 2024May 31, 2024