Aiying Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Speech Recognition

Image Classification

Brain Connectivity

Multimodal Fusion

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Biomed. Eng.

计算机科学

Publications

Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Aiying Zhang, Zhengming Ding, Yu-Ping Wang
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies. CoRR (2024)
Gemeng Zhang, Biao Cai, Aiying Zhang, Zhuozhuo Tu, Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model. NeuroImage 260 (2022)
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Gang Qu, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition. IEEE Trans. Medical Imaging 40 (5) (2021)
Li Xiao, Aiying Zhang, Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns From fMRI Data. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Aiying Zhang, Jian Fang, Wenxing Hu, Vince D. Calhoun, Yu-Ping Wang
A Latent Gaussian Copula Model for Mixed Data Analysis in Brain Imaging Genetics. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Interpretable multimodal fusion networks reveal mechanisms of brain cognition. CoRR (2020)
Gemeng Zhang, Biao Cai, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model. IEEE Trans. Medical Imaging 39 (2) (2020)
Zhongxing Zhou, Biao Cai, Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
Prediction and classification of sleep quality based on phase synchronization related whole-brain dynamic connectivity using resting state fMRI. NeuroImage 221 (2020)
Aiying Zhang, Gemeng Zhang, Biao Cai, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence. CoRR (2020)
Aiying Zhang, Biao Cai, Wenxing Hu, Bochao Jia, Faming Liang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence. IEEE Trans. Medical Imaging 39 (2) (2020)
Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Aiying Zhang, Gemeng Zhang, Biao Cai, Wenxing Hu, Li Xiao, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM). CoRR (2020)
Biao Cai, Gemeng Zhang, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso. IEEE Trans. Biomed. Eng. 66 (7) (2019)
Wenxing Hu, Biao Cai, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
Deep Collaborative Learning With Application to the Study of Multimodal Brain Development. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Aiying Zhang, Jian Fang, Faming Liang, Vince D. Calhoun, Yu-Ping Wang
Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Aiying Zhang, Ping Tang
High Resolution Image Classification Based on Spatio-Temporal Context Model of CRF. IGARSS (2018)
Aiying Zhang, Jian Fang, Vince D. Calhoun, Yu-Ping Wang
High dimensional latent Gaussian copula model for mixed data in imaging genetics. ISBI (2018)
Aiying Zhang
基于多语言语音数据选择的资源稀缺蒙语语音识别研究 (Research on Low-resource Mongolian Speech Recognition Based on Multilingual Speech Data Selection). 计算机科学 45 (9) (2018)
Aiying Zhang, Chongjia Ni
资源稀缺蒙语语音识别研究 (Research on Low-resource Mongolian Speech Recognition). 计算机科学 44 (10) (2017)
Li Zhang, Baoling Liu, Gewen Zheng, Aiying Zhang, Runzhi Li
Genome-wide characterization of the SiDof gene family in foxtail millet (Setaria italica). Biosyst. 151 (2017)
Aiying Zhang, Chongjia Ni
基于音频事件检测和分类的音频监控系统背景模型自适应方法研究 (Research on Background Model Adaptation for Acoustic Event Detection and Classification Based on Acoustic Surveillance System). 计算机科学 43 (9) (2016)
Daowu Pei, Aiying Zhang
Truth degree analysis of fuzzy reasoning. J. Intell. Fuzzy Syst. 26 (3) (2014)
Aiying Zhang, Ping Tang
Fusion algorithm of pixel-based and object-based classifier for remote sensing image classification. IGARSS (2013)
Aiying Zhang, Ping Tang
Remote sensting image classification approach based on sub-block features. IGARSS (2013)