This is the official Pytorch implementation for the paper: "GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction."
GenCI has the following dependencies:
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python 3.9+
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pytorch 1.10+
Please install other required packages via pip install -r requirements.txt.
You can find all the datasets we used in Google Drive. Please download the file and unzip it to the dataset/ folder.
You can directly run our script file
bash run_genci.sh