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Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources


Sep 28, 2021
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang

* 19 pages, 5 figures, submitted to Journal of Biomedical Informatics 

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Multiplex Graph Networks for Multimodal Brain Network Analysis


Jul 31, 2021
Zhaoming Kong, Lichao Sun, Hao Peng, Liang Zhan, Yong Chen, Lifang He


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Real-Time Mapping of Tissue Properties for Magnetic Resonance Fingerprinting


Jul 16, 2021
Yilin Liu, Yong Chen, Pew-Thian Yap

* Accepted by 2021 MICCAI 

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The Federated Tumor Segmentation (FeTS) Challenge


May 14, 2021
Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel Marcus, Mikhail Milchenko, Arash Nazeri, Hassan Fathallah-Shaykh, Roland Wiest, Andras Jakab, Marc-Andre Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern Menze, Klaus Maier-Hein, Spyridon Bakas


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Federated Multi-View Learning for Private Medical Data Integration and Analysis


May 04, 2021
Sicong Che, Hao Peng, Lichao Sun, Yong Chen, Lifang He

* 22 pages, 6 figures, journal 

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Efficient Robust Watermarking Based on Quaternion Singular Value Decomposition and Coefficient Pair Selection


Nov 06, 2020
Yong Chen, Zhi-Gang Jia, Ya-Xin Peng, Yan Peng

* 11 figures, 3 tables 

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Woodpecker-DL: Accelerating Deep Neural Networks via Hardware-Aware Multifaceted Optimizations


Aug 11, 2020
Yongchao Liu, Yue Jin, Yong Chen, Teng Teng, Hang Ou, Rui Zhao, Yao Zhang

* 10 pages, 3 figures 

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Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM


Jun 24, 2020
Yong Chen, Lu Wang, Jiajia Hu, Mingbin Ye


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Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization


Jan 06, 2020
Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao


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Regularized Non-negative Spectral Embedding for Clustering


Nov 01, 2019
Yifei Wang, Rui Liu, Yong Chen, Hui Zhangs, Zhiwen Ye


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Job Scheduling on Data Centers with Deep Reinforcement Learning


Sep 16, 2019
Sisheng Liang, Zhou Yang, Fang Jin, Yong Chen

* 6 pages 

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Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning


Jul 06, 2019
Jingcheng Du, Chongliang Luo, Qiang Wei, Yong Chen, Cui Tao

* This manuscript has been accepted by 2019 KDD Workshop on Applied Data Science for Healthcare 

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A Self-Organizing Tensor Architecture for Multi-View Clustering


Oct 18, 2018
Lifang He, Chun-ta Lu, Yong Chen, Jiawei Zhang, Linlin Shen, Philip S. Yu, Fei Wang

* 2018 IEEE International Conference on Data Mining (ICDM) 

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