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Xiang-Rong Sheng

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Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction

Dec 14, 2023
Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng

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Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction

Aug 09, 2023
Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng

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COPR: Consistency-Oriented Pre-Ranking for Online Advertising

Jun 06, 2023
Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng

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Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach

May 22, 2023
Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng

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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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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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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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