Publications

Cost-Aware Generalized α-Investing for Multiple Hypothesis Testing

We consider the problem of sequential multiple hypothesis testing with nontrivial data collection costs. This problem appears, for …
Thomas Cook, Harsh Vardhan Dubey, Ji Ah Lee, Guangyu Zhu, Tingting Zhao, Patrick Flaherty
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Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery

Mobile Virtual Reality (VR) and panoramic video streaming rely on interactive panoramic scene delivery to provide desirable user …
Jiangong Chen, Xudong Qin, Guangyu Zhu, Bo Ji, Bin Li
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The RITA-T (Rapid Interactive Screening Test for Autism in Toddlers) Community Model to Improve Access and Early Identification of Autism in Young Children

Objective: To evaluate improved identification and the generalization of the RITA-T (Rapid interactive Screening Test for Autism in …
Roula Choueiri, William T. Garrison, Valerie Tokatli, Naaz Daneshvar, Jillian Belgrad, Guangyu Zhu, Bo Zhang
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Identification of significant gene expression changes in multiple perturbation experiments using knockoffs

Population quantiles are important parameters in many applications. Enthusiasm for the development of effective statistical inference …
Tingting Zhao, Guangyu Zhu, Harsh Vardhan Dubey, Patrick Flaherty
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Interrater and Intrarater Agreement of Epileptic Encephalopathy Among Electroencephalographers for Children with Infantile Spasms Using the Burden of Amplitudes and Epileptiform Discharges (BASED) EEG Grading Scale: Study Design and Statistical Considerations

Background: Infantile spasms are a serious epilepsy syndrome with a poor prognosis. Electroencephalography (EEG) has been a key …
Xinting Liu, Jian Chen, Lin Wan, Zhichao Li, Yan Liang, Huimin Yan, Guangyu Zhu, Bo Zhang, Guang Yang
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Changes in rate and socioeconomic inequality of cervical cancer screening in northeastern China from 2013 to 2018

Objective: Cervical cancer, the fourth leading cancer diagnosed in women, has brought great attention to cervical cancer screening to …
Yaqian Liu, Jing Guo, Guangyu Zhu, Bo Zhang, Xing Lin Feng
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Empirical likelihood ratio test on quantiles under a density ratio model

Population quantiles are important parameters in many applications. Enthusiasm for the development of effective statistical inference …
Archer Gong Zhang, Guangyu Zhu, Jiahua Chen
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Motion-Prediction-based Wireless Scheduling for Multi-User Panoramic Video Streaming

Multi-user panoramic video streaming demands 4~6× bandwidth of a regular video with the same resolution, which poses a significant …
Jiangong Chen, Xudong Qin, Guangyu Zhu, Bo Ji, Bin Li
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Fishing and habitat condition differentially affect size spectra slopes of coral reef fishes

Marine food webs are structured through a combination of top-down and bottom-up processes. In coral reef ecosystems, fish size is …
Paul G Carvalho, Fakhrizal Setiawan, Karizma Fahlevy, Beginer Subhan, Hawis Madduppa, Guangyu Zhu, Austin T Humphries
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Deep-gKnock: Nonlinear group-feature selection with deep neural networks

Feature selection is central to contemporary high-dimensional data analysis. Group structure among features arises naturally in various …
Guangyu Zhu, Tingting Zhao
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Envelope-based sparse partial least squares

Sparse partial least squares (SPLS, Chun and Keles, 2010) is a widely used method that performs dimension reduction and variable …
Guangyu Zhu, Zhihua Su
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Envelope quantile regression

Multi-parameter one-sided hypothesis test problems arise naturally in many applications. We are particularly interested in effective …
Shanshan Ding, Zhihua Su, Guangyu Zhu, Lan Wang
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Multi-Parameter One-Sided Monitoring Tests

Multi-parameter one-sided hypothesis test problems arise naturally in many applications. We are particularly interested in effective …
Guangyu Zhu, Jiahua Chen
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Sparse envelope model: efficient estimation and response variable selection in multivariate linear regression

The envelope model allows efficient estimation in multivariate linear regression. In this paper, we propose the sparse envelope model, …
Z Su, G Zhu, X Chen, Yong Yang
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