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Zibin Zhang

2 accepted papers

2026

Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation

AAAI 2026technical

Multi-Domain Multi-Task (MDMT) recommendation aims to provide personalized recommendations by leveraging information across multiple domains and tasks. However, existing methods often suffer from spurious correlations between irrelevant features and the target, leading to negative transfer. To addre

Cited by 0SourcePDFScholar
2023

Feature Staleness Aware Incremental Learning for CTR Prediction

IJCAI 2023poster

Click-through Rate (CTR) prediction in real-world recommender systems often deals with billions of user interactions every day. To improve the training efficiency, it is common to update the CTR prediction model incrementally using the new incremental data and a subset of historical data. However, t…