Qingyu Zhao

According to our database, Qingyu Zhao authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Noncooperative Metal Object Detection Using Pole-to-Pole EM Distribution Characteristics for Wireless EV Charger Employing DD Coils.

Songyan Niu, Qingyu Zhao, Haibiao Chen, Shuangxia Niu, Linni Jian

IEEE Trans. Ind. Electron., June, 2024

Data-driven discovery of movement-linked heterogeneity in neurodegenerative diseases.

Mark Endo, Favour Nerrise, Qingyu Zhao, Edith V. Sullivan, Li Fei-Fei, Victor W. Henderson, Kilian M. Pohl, Kathleen L. Poston, Ehsan Adeli

Nat. Mac. Intell., 2024

Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs.

Wei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl

Medical Image Anal., 2024

Latent 3D Brain MRI Counterfactual.

Wei Peng, Tian Xia, Fabio De Sousa Ribeiro, Tomas M. Bosschieter, Ehsan Adeli-Mosabbeb, Qingyu Zhao, Ben Glocker, Kilian M. Pohl

CoRR, 2024

Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning.

Yixin Wang, Wei Peng, Yu Zhang, Ehsan Adeli-Mosabbeb, Qingyu Zhao, Kilian M. Pohl

Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024

Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging.

Magdalini Paschali, Yu Hang Jiang, Spencer Siegel, Camila González, Kilian M. Pohl, Akshay Chaudhari, Qingyu Zhao

Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024

SOM2LM: Self-Organized Multi-Modal Longitudinal Maps.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation.

Jensen Hwa, Qingyu Zhao, Aditya Lahiri, Adnan Masood, Babak Salimi, Ehsan Adeli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs.

Wei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl

CoRR, 2023

Imputing Brain Measurements Across Data Sets via Graph Neural Networks.

Yixin Wang, Wei Peng, Susan F. Tapert, Qingyu Zhao, Kilian M. Pohl

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model.

Wei Peng, Ehsan Adeli, Tomas M. Bosschieter, Sanghyun Park, Qingyu Zhao, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

LSOR: Longitudinally-Consistent Self-Organized Representation Learning.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment.

Favour Nerrise, Qingyu Zhao, Kathleen L. Poston, Kilian M. Pohl, Ehsan Adeli

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

IEEE Trans. Medical Imaging, 2022

Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment.

Jiequan Zhang, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Robert Paul, Victor G. Valcour, Kilian M. Pohl

Medical Image Anal., 2022

Self-supervised learning of neighborhood embedding for longitudinal MRI.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

Medical Image Anal., 2022

Thin shell demons for dental scan registration.

Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory

Proceedings of the Medical Imaging 2022: Image Processing, 2022

A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models.

Anthony Vento, Qingyu Zhao, Robert Paul, Kilian M. Pohl, Ehsan Adeli

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Multiple Instance Neuroimage Transformer.

Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Bridging the Gap Between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing.

Magdalini Paschali, Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl

Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome.

Yueting Li, Qingyue Wei, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding.

Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs.

Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl

IEEE J. Biomed. Health Informatics, 2021

Longitudinal self-supervised learning.

Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl

Medical Image Anal., 2021

Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.

Mandy Lu, Qingyu Zhao, Kathleen L. Poston, Edith V. Sullivan, Adolf Pfefferbaum, Marian Shahid, Maya Katz, Leila Montaser Kouhsari, Kevin A. Schulman, Arnold Milstein, Juan Carlos Niebles, Victor W. Henderson, Li Fei-Fei, Kilian M. Pohl, Ehsan Adeli

Medical Image Anal., 2021

Representation Disentanglement for Multi-modal MR Analysis.

Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk

CoRR, 2021

Representation Learning with Statistical Independence to Mitigate Bias.

Ehsan Adeli-Mosabbeb, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Longitudinal Correlation Analysis for Decoding Multi-modal Brain Development.

Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Self-supervised Longitudinal Neighbourhood Embedding.

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI.

Anastasia Butskova, Rain Juhl, Dzenan Zukic, Aashish Chaudhary, Kilian M. Pohl, Qingyu Zhao

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

Representation Disentanglement for Multi-modal Brain MRI Analysis.

Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk

Proceedings of the Information Processing in Medical Imaging, 2021

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models.

Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao

Proceedings of the Information Processing in Medical Imaging, 2021

Metadata Normalization.

Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain.

Ehsan Adeli, Qingyu Zhao, Natalie M. Zahr, Aimee Goldstone, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

NeuroImage, 2020

LSSL: Longitudinal Self-Supervised Learning.

Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl

CoRR, 2020

Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization.

Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl

CoRR, 2020

Spatio-Temporal Graph Convolution for Functional MRI Analysis.

Soham Gadgil, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

CoRR, 2020

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis.

Soham Gadgil, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Ehsan Adeli, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Inpainting Cropped Diffusion MRI Using Deep Generative Models.

Rafi Ayub, Qingyu Zhao, M. J. Meloy, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Kilian M. Pohl

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

2019

Bias-Resilient Neural Network.

Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl

CoRR, 2019

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis.

Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl

CoRR, 2019

Multiple Object Tracking Based on the Deep Neural Networks and Correlation Filter.

Qingyu Zhao, Lu Wang, Zefan Zhou

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Confounder-Aware Visualization of ConvNets.

Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Variational AutoEncoder for Regression: Application to Brain Aging Analysis.

Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Data Augmentation Based on Substituting Regional MRIs Volume Scores.

Tuo Leng, Qingyu Zhao, Chao Yang, Zhufu Lu, Ehsan Adeli, Kilian M. Pohl

Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Covariance Shrinkage for Dynamic Functional Connectivity.

Nicolas Honnorat, Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019

Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening.

Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, Xiaoxiao Li, Pamela Ventola, James S. Duncan

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis.

Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

Proceedings of the Information Processing in Medical Imaging, 2019

2018

Chained regularization for identifying brain patterns specific to HIV infection.

Ehsan Adeli, Dongjin Kwon, Qingyu Zhao, Adolf Pfefferbaum, Natalie M. Zahr, Edith V. Sullivan, Kilian M. Pohl

NeuroImage, 2018

Deforming generalized cylinders without self-intersection by means of a parametric center curve.

Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer

Comput. Vis. Media, 2018

Skeleton-based Generalized Cylinder Deformation under the Relative Curvature Condition.

Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer

Proceedings of the 26th Pacific Conference on Computer Graphics and Applications, 2018

A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.

Qingyu Zhao, Dongjin Kwon, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Surface Registration for Pharyngeal Radiation Treatment Planning.

Qingyu Zhao

PhD thesis, 2017

Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling.

Rui Wang, True Price, Qingyu Zhao, Jan-Michael Frahm, Julian G. Rosenman, Stephen M. Pizer

Proceedings of the Medical Imaging 2017: Image Processing, 2017

Orthotropic Thin Shell Elasticity Estimation for Surface Registration.

Qingyu Zhao, Stephen M. Pizer, Ron Alterovitz, Marc Niethammer, Julian G. Rosenman

Proceedings of the Information Processing in Medical Imaging, 2017

2016

The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames.

Qingyu Zhao, True Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Surface Registration in the Presence of Missing Patches and Topology Change.

Qingyu Zhao, James Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman

Proceedings of the Medical Image Understanding and Analysis, 2015

2014

Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen.

Qingyu Zhao, Chen-Rui Chou, Gig S. Mageras, Stephen M. Pizer

IEEE Trans. Medical Imaging, 2014

Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration.

Qingyu Zhao, Stephen M. Pizer, Marc Niethammer, Julian G. Rosenman

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2004

A cost-driven compilation framework for speculative parallelization of sequential programs.

Zhao-Hui Du, Chu-Cheow Lim, Xiao-Feng Li, Chen Yang, Qingyu Zhao, Tin-Fook Ngai

Proceedings of the ACM SIGPLAN 2004 Conference on Programming Language Design and Implementation 2004, 2004