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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

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* Accepted by CIKM2022 

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Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model


Aug 12, 2022
Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng

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On Ranking Consistency of Pre-ranking Stage


May 03, 2022
Siyu Gu, Xiang-Rong Sheng, Biye Jiang, Siyuan Lou, Shuguang Han, Hongbo Deng, Bo Zheng

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* 9 pagees, 5 figures 

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Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling


Apr 29, 2021
Siyu Gu, Xiang-Rong Sheng, Ying Fan, Guorui Zhou, Xiaoqiang Zhu

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One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction


Jan 27, 2021
Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Xiaoqiang Zhu

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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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