Aiying Zhang - RankMe

34 papers A* 1C 3Journal 28Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BrainCast: A Spatio-Temporal Forecasting Model for Whole-Brain fMRI Time Series Prediction. CoRR Yunlong Gao, Jinbo Yang, Li Xiao, Haiye Huo, Yang Ji, Hao Wang, Aiying Zhang, Yu-Ping Wang
2026	J	`jnl`	BrainTAP: Brain Disorder Prediction with Adaptive Distill and Selective Prior Integration. CoRR Zhenyu Lei, Aiying Zhang, Song Wang, Han Fan, Jundong Li
2026	J	`jnl`	NIMMGen: Learning Neural-Integrated Mechanistic Digital Twins with LLMs. CoRR Zihan Guan, Rituparna Datta, Mengxuan Hu, Shunshun Liu, Aiying Zhang, Prasanna Balachandran, Sheng Li, Anil Vullikanti
2026	J	`jnl`	Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing. CoRR Tianhao Huang, Guanghui Min, Zhenyu Lei, Aiying Zhang, Chen Chen
2025	J	`jnl`	A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis. CoRR Yipu Zhang, Likai Wang, Kuan-Jui Su, Aiying Zhang, Hao Zhu, Xiaowen Liu, Hui Shen, Vince D. Calhoun, Yuping Wang, Hong-Wen Deng
2025	A*	`conf`	BrainMAP: Learning Multiple Activation Pathways in Brain Networks. AAAI Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li
2025	J	`jnl`	Integrated brain connectivity analysis with fMRI, DTI, and sMRI powered by interpretable graph neural networks. Medical Image Anal. Gang Qu, Ziyu Zhou, Vince D. Calhoun, Aiying Zhang, Yu-Ping Wang
2025	J	`jnl`	Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks. CoRR Song Wang, Zhenyu Lei, Zhen Tan, Jundong Li, Javier Rasero, Aiying Zhang, Chirag Agarwal
2024	J	`jnl`	BrainMAP: Learning Multiple Activation Pathways in Brain Networks. CoRR Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li
2024	J	`jnl`	Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies. CoRR Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Aiying Zhang, Zhengming Ding, Yu-Ping Wang
2024	J	`jnl`	Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks. CoRR Gang Qu, Ziyu Zhou, Vince D. Calhoun, Aiying Zhang, Yu-Ping Wang
2022	J	`jnl`	Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model. NeuroImage Gemeng Zhang, Biao Cai, Aiying Zhang, Zhuozhuo Tu, Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2021	J	`jnl`	A Latent Gaussian Copula Model for Mixed Data Analysis in Brain Imaging Genetics. IEEE ACM Trans. Comput. Biol. Bioinform. Aiying Zhang, Jian Fang, Wenxing Hu, Vince D. Calhoun, Yu-Ping Wang
2021	J	`jnl`	Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns From fMRI Data. IEEE Trans. Biomed. Eng. Li Xiao, Aiying Zhang, Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2021	J	`jnl`	Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition. IEEE Trans. Medical Imaging 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
2020	J	`jnl`	A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence. CoRR Aiying Zhang, Gemeng Zhang, Biao Cai, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020	—	`conf`	A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm. Biomedical Applications in Molecular, Structural, and Functional Imaging Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
2020	J	`jnl`	Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM). CoRR Aiying Zhang, Gemeng Zhang, Biao Cai, Wenxing Hu, Li Xiao, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020	J	`jnl`	Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model. IEEE Trans. Medical Imaging Gemeng Zhang, Biao Cai, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2020	J	`jnl`	Interpretable multimodal fusion networks reveal mechanisms of brain cognition. CoRR Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020	J	`jnl`	Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence. IEEE Trans. Medical Imaging Aiying Zhang, Biao Cai, Wenxing Hu, Bochao Jia, Faming Liang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020	J	`jnl`	Prediction and classification of sleep quality based on phase synchronization related whole-brain dynamic connectivity using resting state fMRI. NeuroImage Zhongxing Zhou, Biao Cai, Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
2019	J	`jnl`	Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model. IEEE J. Biomed. Health Informatics Aiying Zhang, Jian Fang, Faming Liang, Vince D. Calhoun, Yu-Ping Wang
2019	J	`jnl`	Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso. IEEE Trans. Biomed. Eng. Biao Cai, Gemeng Zhang, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2019	J	`jnl`	Deep Collaborative Learning With Application to the Study of Multimodal Brain Development. IEEE Trans. Biomed. Eng. Wenxing Hu, Biao Cai, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
2018	C	`conf`	High Resolution Image Classification Based on Spatio-Temporal Context Model of CRF. IGARSS Aiying Zhang, Ping Tang
2018	—	`conf`	High dimensional latent Gaussian copula model for mixed data in imaging genetics. ISBI Aiying Zhang, Jian Fang, Vince D. Calhoun, Yu-Ping Wang
2018	J	`jnl`	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 Aiying Zhang
2017	J	`jnl`	Genome-wide characterization of the SiDof gene family in foxtail millet (Setaria italica). Biosyst. Li Zhang, Baoling Liu, Gewen Zheng, Aiying Zhang, Runzhi Li
2017	J	`jnl`	资源稀缺蒙语语音识别研究 (Research on Low-resource Mongolian Speech Recognition). 计算机科学 Aiying Zhang, Chongjia Ni
2016	J	`jnl`	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 Aiying Zhang, Chongjia Ni
2014	J	`jnl`	Truth degree analysis of fuzzy reasoning. J. Intell. Fuzzy Syst. Daowu Pei, Aiying Zhang
2013	C	`conf`	Fusion algorithm of pixel-based and object-based classifier for remote sensing image classification. IGARSS Aiying Zhang, Ping Tang
2013	C	`conf`	Remote sensting image classification approach based on sub-block features. IGARSS Aiying Zhang, Ping Tang