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12/16/2022
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation
Sequential recommendation is an important task to predict the next-item ...
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04/29/2022
Gating-adapted Wavelet Multiresolution Analysis for Exposure Sequence Modeling in CTR prediction
The exposure sequence is being actively studied for user interest modeli...
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01/17/2022
Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework
We propose a general Variational Embedding Learning Framework (VELF) for...
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10/20/2021
Learning Universal User Representations via Self-Supervised Lifelong Behaviors Modeling
Universal user representation is an important research topic in industry...
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09/18/2021
Interest-oriented Universal User Representation via Contrastive Learning
User representation is essential for providing high-quality commercial s...
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12/11/2020