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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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COLD: Towards the Next Generation of Pre-Ranking System


Aug 17, 2020
Zhe Wang, Liqin Zhao, Biye Jiang, Guorui Zhou, Xiaoqiang Zhu, Kun Gai

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* accepted by DLP-KDD 2020 

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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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DCAF: A Dynamic Computation Allocation Framework for Online Serving System


Jun 17, 2020
Biye Jiang, Pengye Zhang, Rihan Chen, Binding Dai, Xinchen Luo, Yin Yang, Guan Wang, Guorui Zhou, Xiaoqiang Zhu, Kun Gai

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Res-embedding for Deep Learning Based Click-Through Rate Prediction Modeling


Jun 25, 2019
Guorui Zhou, Kailun Wu, Weijie Bian, Zhao Yang, Xiaoqiang Zhu, Kun Gai

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Deep Interest Evolution Network for Click-Through Rate Prediction


Nov 06, 2018
Guorui Zhou, Na Mou, Ying Fan, Qi Pi, Weijie Bian, Chang Zhou, Xiaoqiang Zhu, Kun Gai

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* 9 pages. Accepted by AAAI 2019 

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