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Shuguang Han

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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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Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao

Jun 06, 2023
Jingyue Gao, Shuguang Han, Han Zhu, Siran Yang, Yuning Jiang, Jian 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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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

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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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Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction

Dec 21, 2021
Kailun Wu, Weijie Bian, Zhangming Chan, Lejian Ren, Shiming Xiang, Shuguang Han, Hongbo Deng, Bo Zheng

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