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[KDD 2025] Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation

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An official source code for paper Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation, accepted by KDD 2025. Any communications or issues are welcomed. Please contact [email protected].

Environment

  • python
  • pytorch
  • torchvision
  • pandas
  • tqdm
  • scikit-learn

If you use anaconda, you can run the following command:

conda create -n rec python=3.8
conda install pytorch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.7 -c pytorch -c nvidia
conda install pandas tqdm scikit-learn

Run the model

python run_movielens.py
python run_amazon.py 
python run_douban.py 

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[KDD 2025] Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation

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