Repositories list

• Uni-CTR

  Public
  Code implementation of TOIS paper "A Unified Framework for Multi-Domain CTR Prediction via Large Language Models"

  Python

  •1•2•0•0•Updated Feb 7, 2025Feb 7, 2025

• Joint-Modeling-in-Deep-Recommender-Systems-WWW2025

  Public
  Github Pages for Joint Modeling in Deep Recommender Systems Tutorial (WWW'2025)

  SCSS

  •

  Apache License 2.0

  •1•0•0•0•Updated Feb 5, 2025Feb 5, 2025

• SampleLLM

  Public
  Python

  •0•0•0•0•Updated Jan 31, 2025Jan 31, 2025

• LLM4Rerank

  Public
  Python

  •0•0•0•0•Updated Jan 31, 2025Jan 31, 2025

• NoteLLM

  Public
  Source code for NoteLLM and NoteLLM-2

  Python

  •

  Apache License 2.0

  •1•5•0•0•Updated Jan 22, 2025Jan 22, 2025

• AMAR

  Public
  Python

  •0•6•2•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•4•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

  •2•24•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-engineering+ 1automated-prompt-optimization

  Python

  •

  Apache License 2.0

  •0•3•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

  •3•2•0•0•Updated Nov 20, 2024Nov 20, 2024

• LLM4MSR

  Public
  1•4•0•0•Updated Nov 19, 2024Nov 19, 2024

• DRP

  Public
  Python

  •2•0•0•0•Updated Oct 21, 2024Oct 21, 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•21•2•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

  •2•10•2•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•14•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•30•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