Ying Liu

Tsinghua University

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk

Oct 31, 2019
Suzanne C Wetstein, Allison M Onken, Christina Luffman, Gabrielle M Baker, Michael E Pyle, Kevin H Kensler, Ying Liu, Bart Bakker, Ruud Vlutters, Marinus B van Leeuwen, Laura C Collins, Stuart J Schnitt, Josien PW Pluim, Rulla M Tamimi, Yujing J Heng, Mitko Veta


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Unstructured Semantic Model supported Deep Neural Network for Click-Through Rate Prediction

Dec 04, 2018
Chenglei Niu, Guojing Zhong, Ying Liu, Yandong Zhang, Yongsheng Sun, Ailong He, Zhaoji Chen


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Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval

Nov 25, 2018
Yaochen Li, Ying Liu, Rui Sun, Rui Guo, Li Zhu, Yong Qi


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A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification

Oct 16, 2018
Yunan Wu, Feng Yang, Ying Liu, Xuefan Zha, Shaofeng Yuan

* 4 pages, 5 figures, 3 tables 

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Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks

Jun 19, 2018
Qiqi Zhang, Ying Liu

* 5 pages, 6 figures 

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A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection

Feb 25, 2018
Kun Hu, Zhe Li, Ying Liu, Luyin Cheng, Qi Yang, Yan Li

* 14 pages, 6 Figures 

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Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

Feb 12, 2018
Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao

* 12 pages (including references), 17 figures, submitted to WWW 2018: The 2018 Web Conference, April 23--27, 2018, Lyon, France. The contents discarded from the conference version due to the 9-page limitation are also included in this version 

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Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

Jan 28, 2018
Ning Liu, Ying Liu, Brent Logan, Zhiyuan Xu, Jian Tang, Yanzhi Wang


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Three IQs of AI Systems and their Testing Methods

Dec 14, 2017
Feng Liu, Yong Shi, Ying Liu

* 15 pages, 5 figures 

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Intelligence Quotient and Intelligence Grade of Artificial Intelligence

Oct 04, 2017
Feng Liu, Yong Shi, Ying Liu

* Annals of Data Science, June 2017, Volume 4, Issue 2, pp 179-191 

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Image Type Water Meter Character Recognition Based on Embedded DSP

Aug 27, 2015
Ying Liu, Yan-bin Han, Yu-lin Zhang


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Learning Gaussian Graphical Models with Observed or Latent FVSs

Nov 10, 2013
Ying Liu, Alan S. Willsky


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Feedback Message Passing for Inference in Gaussian Graphical Models

May 10, 2011
Ying Liu, Venkat Chandrasekaran, Animashree Anandkumar, Alan S. Willsky

* 30 pages 

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