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02/22/2023
A Survey on User Behavior Modeling in Recommender Systems
User Behavior Modeling (UBM) plays a critical role in user interest lear...
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10/26/2022
Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks
Sequential recommendation (SR) plays an important role in personalized r...
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08/11/2021
Retrieval Interaction Machine for Tabular Data Prediction
Prediction over tabular data is an essential task in many data science a...
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04/21/2021
Deep Learning for Click-Through Rate Estimation
Click-through rate (CTR) estimation plays as a core function module in v...
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11/10/2019
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling
Sequential recommendation task aims to predict user preference over item...
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05/07/2019
Deep Landscape Forecasting for Real-time Bidding Advertising
The emergence of real-time auction in online advertising has drawn huge ...
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05/02/2019
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction
User response prediction, which models the user preference w.r.t. the pr...
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09/07/2018