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Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models


Sep 04, 2022
Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng

* Accepted by CIKM2022 

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KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging


Aug 22, 2022
Yujing Zhang, Zhangming Chan, Shuhao Xu, Weijie Bian, Shuguang Han, Hongbo Deng, Bo Zheng

* Accepted at CIKM 2022, 10 pages. Yujing Zhang and Zhangming Chan contributed equally to this work 

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CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction


Nov 11, 2020
Guorui Zhou, Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Na Mou, Xinchen Luo, Chi Zhang, Xianjie Qiao, Shiming Xiang, Kun Gai, Xiaoqiang Zhu, Jian Xu


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Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction


Jun 29, 2020
Pi Qi, Xiaoqiang Zhu, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Kun Gai


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