Juntang Zhuang

Juntang Zhuang

Yale University

H-index: 18

North America-United States

About Juntang Zhuang

Juntang Zhuang, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Yale University,

His recent articles reflect a diverse array of research interests and contributions to the field:

Data-driven learning strategies for biomarker detection and outcome prediction in Autism from task-based fMRI

GPT-4 technical report

Machine Learning Methods to Estimate Whole-Brain Effective Connectome for ASD Identification

Learning correspondences of cardiac motion from images using biomechanics-informed modeling

Surrogate gap minimization improves sharpness-aware training

MALI: A memory efficient and reverse accurate integrator for Neural ODEs

Momentum Centering and Asynchronous Update for Adaptive Gradient Methods

Braingnn: Interpretable brain graph neural network for fmri analysis

Juntang Zhuang Information

University

Position

Biomedical Engineering

Citations(all)

2415

Citations(since 2020)

2405

Cited By

229

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

23

i10Index(since 2020)

23

Email

University Profile Page

Yale University

Google Scholar

View Google Scholar Profile

Top articles of Juntang Zhuang

Title

Journal

Author(s)

Publication Date

Data-driven learning strategies for biomarker detection and outcome prediction in Autism from task-based fMRI

James Duncan

Lawrence H Staib

Nicha Dvornek

Xiaoxiao Li

Juntang Zhuang

...

2024/1/1

GPT-4 technical report

arXiv preprint arXiv:2303.08774

Josh Achiam

Steven Adler

Sandhini Agarwal

Lama Ahmad

Ilge Akkaya

...

2023/3/15

Machine Learning Methods to Estimate Whole-Brain Effective Connectome for ASD Identification

Juntang Zhuang

2022

Learning correspondences of cardiac motion from images using biomechanics-informed modeling

Xiaoran Zhang

Chenyu You

Shawn Ahn

Juntang Zhuang

Lawrence Staib

...

2022/9/18

Surrogate gap minimization improves sharpness-aware training

arXiv preprint arXiv:2203.08065

Juntang Zhuang

Boqing Gong

Liangzhe Yuan

Yin Cui

Hartwig Adam

...

2022/3/15

MALI: A memory efficient and reverse accurate integrator for Neural ODEs

arXiv preprint arXiv:2102.04668

Juntang Zhuang

Nicha C Dvornek

Sekhar Tatikonda

James S Duncan

2021/2/9

Momentum Centering and Asynchronous Update for Adaptive Gradient Methods

Advances in Neural Information Processing Systems

Juntang Zhuang

Yifan Ding

Tommy Tang

Nicha Dvornek

Sekhar C Tatikonda

...

2021/12/6

Braingnn: Interpretable brain graph neural network for fmri analysis

Medical Image Analysis

Xiaoxiao Li

Yuan Zhou

Nicha Dvornek

Muhan Zhang

Siyuan Gao

...

2021/12/1

Multiple-shooting adjoint method for whole-brain dynamic causal modeling

Juntang Zhuang

Nicha Dvornek

Sekhar Tatikonda

Xenophon Papademetris

Pamela Ventola

...

2021/6/14

Neuropsychiatric disease classification using functional connectomics-results of the connectomics in neuroimaging transfer learning challenge

Medical image analysis

Markus D Schirmer

Archana Venkataraman

Islem Rekik

Minjeong Kim

Stewart H Mostofsky

...

2021/5/1

Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity

Nicha C Dvornek

Xiaoxiao Li

Juntang Zhuang

Pamela Ventola

James S Duncan

2020

Adabelief optimizer: Adapting stepsizes by the belief in observed gradients

Advances in neural information processing systems

Juntang Zhuang

Tommy Tang

Yifan Ding

Sekhar C Tatikonda

Nicha Dvornek

...

2020

Pooling regularized graph neural network for fmri biomarker analysis

Xiaoxiao Li

Yuan Zhou

Nicha C Dvornek

Muhan Zhang

Juntang Zhuang

...

2020

Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE

Juntang Zhuang

Nicha Dvornek

Xiaoxiao Li

Sekhar Tatikonda

Xenophon Papademetris

...

2020/11/21

Graph embedding using infomax for ASD classification and brain functional difference detection

Xiaoxiao Li

Nicha C Dvornek

Juntang Zhuang

Pamela Ventola

James Duncan

2020/2/28

2018 robotic scene segmentation challenge

arXiv preprint arXiv:2001.11190

Max Allan

Satoshi Kondo

Sebastian Bodenstedt

Stefan Leger

Rahim Kadkhodamohammadi

...

2020/1/30

See List of Professors in Juntang Zhuang University(Yale University)

Co-Authors

H-index: 72
James S. Duncan

James S. Duncan

Yale University

H-index: 58
Xenophon Papademetris

Xenophon Papademetris

Yale University

H-index: 22
Nicha C. Dvornek

Nicha C. Dvornek

Yale University

H-index: 11
Junlin Yang

Junlin Yang

Yale University

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