Search Results for author: Zibin Zhang

Found 2 papers, 2 papers with code

Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation

1 code implementation21 Nov 2022 Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao

Some recent knowledge distillation based methods transfer knowledge from complex teacher models to shallow student models for accelerating the online model inference.

Click-Through Rate Prediction Knowledge Distillation +1

RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction

1 code implementation28 Oct 2022 Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin

Specifically, we employ a shared predictor to infer basis user preferences, which acquires global preference knowledge from the interactions of different users.

Click-Through Rate Prediction Meta-Learning +2

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