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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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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

* 9 pagees, 5 figures 

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Truncation-Free Matching System for Display Advertising at Alibaba


Feb 18, 2021
Jin Li, Jie Liu, Shangzhou Li, Yao Xu, Ran Cao, Qi Li, Biye Jiang, Guan Wang, Han Zhu, Kun Gai, Xiaoqiang Zhu

* 9 pages, 3 figures. Submitted to KDD 2021 Applied Data Science track 

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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

* accepted by DLP-KDD 2020 

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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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Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics


Dec 11, 2018
Biye Jiang, David M. Chan, Tianhao Zhang, John F. Canny


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SAME but Different: Fast and High-Quality Gibbs Parameter Estimation


Sep 18, 2014
Huasha Zhao, Biye Jiang, John Canny

* 10 pages, 5 figures 

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