SOCR Personnel: Yueyang Shen
I am a third year PhD candidate at the
Department of Computational Medicine and Bioinformatics at the University of Michigan.
I am also a
BIDS-TP trainee.
I received my bachelors in Data Science at the University of Michigan, College of Engineering
CSE, and Electrical Computer Engineering at
Shanghai JiaoTong University.
I joined the
SOCR Lab in 2019 and is actively engaged in
the
SOCR TCIU project and
Spacekime Analytics.
My dissertation research focuses on addressing the need for developing innovative and reproducible
scientific methods to advance the field of biomedical informatics by capitalizing on the idea
of complex time (kime). I am also interested in (approximate) symmetries that makes neural
network sample efficient.
Relevant Links:
Yueyang's GitHub site.
TCIU GitHub site.
ORCID site.
Personal Website.
Google Scholar Profile.
Email:
petersyy at
umich.edu.
Publications:
Wang, Y, Shen Y, Deng, D, Dinov, ID. (2022)
Determinism, Well-posedness, and Applications of the
Ultrahyperbolic Wave Equation in Spacekime,
Journal of Partial Differential Equations in Applied Mathematics,
DOI: 10.1016/j.padiff.2022.100280, in press.
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Zhang, R, Zhang, Y, Liu, Y, Guo, Y, Shen, Y, Deng, D,
Qiu, Y, Dinov, ID. (2022)
Kimesurface Representation and Tensor Linear Modeling of Longitudinal Data,
Neural Computing and Applications Journal,
DOI:
10.1007/s00521-021-06789-8, online first.
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Presentations:
American Physical Society Eastern Great Lakes Session (APS/EGLS).
Invariance in Deep Network Learning: Mathematical Representation, Probabilistic Symmetry, Variable Exchangeability, and Sufficient Statistics (October 2023).Slides.
American Physical Society April Meeting.
Numerical Methods and Analysis for Computing Forward and Inverse
Laplace Transform For discrete and continuous signals (April 2023).Slides.
American Physical Society Eastern Great Lakes Session (APS/EGLS).
Laplace Transform and Inverse Laplace Transforms-Numerical Methods, Groups, and Clifford Algebra (October 2022).Slides.
American Physical Society Eastern Great Lakes Session (APS/EGLS).
Wheeler-Dewitt equation in spacekime (November 2021).Slides.
Advanced Neural Network Computation (ACNN)
Ultrahyperbolic Equations: WellPosedness, Visualization
and Applications (September 2020).Slides.
Preprint:
Zhang, Y*, Shen, Y*, Rongqian, Z, Yuyao, L, Yunjie G, Daxuan D, Ivo D. (2023)
Numerical methods for computing the discrete and continuous Laplace transforms,
arxiv,
DOI: 2304.13204, in submission.
Services:
Graduate Student Instructor of
BIOINF 580: Intro to Signal Process and ML in Biomedical Sciences, UM, Fall 2023
Reviewer of Medical Physics, American Association of Physicists in Medicine, 2022-present
Secretary and Event Chair, UM-SJTU Joint Institute Alumni Association, Ann Arbor, MI, 2022-present
Grader for EECS476 Data Mining, UM, Winter 2021
Teaching Assistant for VV285 Honors Mathematics II, SJTU, Shanghai, Summer 2019
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