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Local Causal Structure Learning and its Discovery Between Type 2 Diabetes and Bone Mineral Density

Jun 27, 2020
Wei Wang, Gangqiang Hu, Bo Yuan, Shandong Ye, Chao Chen, YaYun Cui, Xi Zhang, Liting Qian


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Rigorous Explanation of Inference on Probabilistic Graphical Models

Apr 21, 2020
Yifei Liu, Chao Chen, Xi Zhang, Sihong Xie


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MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing

Feb 15, 2020
Yu Zhang, Tao Gu, Xi Zhang

* Published in the International Conference on Information Processing in Sensor Networks (IPSN), 2020 

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Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding

Feb 10, 2020
Xi Zhang, Xiaolin Wu


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Scalable Explanation of Inferences on Large Graphs

Aug 20, 2019
Chao Chen, Yifei Liu, Xi Zhang, Sihong Xie

* Accepted to ICDM 2019 

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Challenge of Spatial Cognition for Deep Learning

Jul 30, 2019
Xiaolin Wu, Xi Zhang, Jun Du


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Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation

Nov 15, 2018
Fan Wang, Bo Zhou, Ke Chen, Tingxiang Fan, Xi Zhang, Jiangyong Li, Hao Tian, Jia Pan

* Wang, F., Zhou, B., Chen, K., Fan, T., Zhang, X., Li, J., ... & Pan, J. (2018, October). Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation. In Conference on Robot Learning (pp. 410-421) 

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Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding

Oct 30, 2018
Xi Zhang, Xiaolin Wu


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Near-lossless L-infinity constrained Multi-rate Image Decompression via Deep Neural Network

Oct 10, 2018
Xi Zhang, Xiaolin Wu


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Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network

Oct 07, 2018
Xi Zhang, Jingyuan Chou, Fei Wang


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Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data

Sep 02, 2018
Xi Zhang, Yixuan Li, Senzhang Wang, Binxing Fang, Philip S. Yu

* 19 pages 

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Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Aug 09, 2018
Jose Dolz, Xiaopan Xu, Jerome Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu


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Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease

Jul 11, 2018
Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang


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On Numerosity of Deep Convolutional Neural Networks

Jul 11, 2018
Xiaolin Wu, Xi Zhang, Xiao Shu


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The NIPS'17 Competition: A Multi-View Ensemble Classification Model for Clinically Actionable Genetic Mutations

Jun 26, 2018
Xi Zhang, Dandi Chen, Yongjun Zhu, Chao Che, Chang Su, Sendong Zhao, Xu Min, Fei Wang


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Generating Image Sequence from Description with LSTM Conditional GAN

Jun 08, 2018
Xu Ouyang, Xi Zhang, Di Ma, Gady Agam

* Accepted by ICPR 2018 

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A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction

May 21, 2018
Jieyun Huang, Yunjia Zhang, Jialai Zhang, Xi Zhang


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Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask

May 09, 2018
Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam


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Lecture video indexing using boosted margin maximizing neural networks

Dec 02, 2017
Di Ma, Xi Zhang, Xu Ouyang, Gady Agam

* Accepted by ICMLA 2017 

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HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval

Nov 26, 2017
Xi Zhang, Siyu Zhou, Jiashi Feng, Hanjiang Lai, Bo Li, Yan Pan, Jian Yin, Shuicheng Yan

* 10 pages, 8 figures, 3 tables 

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Aicyber's System for NLPCC 2017 Shared Task 2: Voting of Baselines

Nov 15, 2017
Du Steven, Xi Zhang

* 6 pages, 2 tables 

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Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135)

May 26, 2017
Xiaolin Wu, Xi Zhang


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Automated Inference on Sociopsychological Impressions of Attractive Female Faces

Dec 23, 2016
Xiaolin Wu, Xi Zhang, Chang Liu


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CGMOS: Certainty Guided Minority OverSampling

Jul 21, 2016
Xi Zhang, Di Ma, Lin Gan, Shanshan Jiang, Gady Agam

* Accepted by The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) 

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Modular Decomposition and Analysis of Registration based Trackers

Mar 25, 2016
Abhineet Singh, Ankush Roy, Xi Zhang, Martin Jagersand


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Learning from Synthetic Data Using a Stacked Multichannel Autoencoder

Sep 21, 2015
Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam


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Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder

Mar 11, 2015
Xi Zhang, Yanwei Fu, Andi Zang, Leonid Sigal, Gady Agam

* 10 pages 

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