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Hi, welcome to Shuai's homepage!

I am a Research Scientist in Dr. Deqiang Qiu's group at Emory University. I was a Postdoctoral Fellow in Dr. Ivan Dokmanić 's group at University of Illinois at Urbana-Champaign from 2017 to 2019. I completed my Ph.D. in May 2017 at the Johns Hopkins University, where I've been very fortunate to have Dr. Trac D. Tran as my advisor.

My research leverages machine learning and signal processing tools to address challenges in MRI, Neuroimaging, and data science.

My research interests include MRI, Neuroimaging, computational imaging, machine learning, graph neural network.

I am always fascinated by the ultimate quest to find order in data!

I am on the academic job market this year. If you know of any open positions, I would greatly appreciate it if you could send me a message. Here are my research, teaching and diversity statements.

News

Sep. 23, Preprint on "Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors" [PDF]
Aug. 23, New paper on "Orthogonal Matrix Retrieval with Spatial Consensus for 3D UVT" is accepted in SIAM Journal on Imaging Science! [PDF]
Aug. 23, Invited talk on "An Information-Theoretic Perspective on Unassigned Distance Geometry" in ICIAM 2023.
Jul. 23, Preprint on "Model-based T1 and T2* mapping using a Bayesian approach" [PDF]
Jun. 23, Oral presentation on "Robust Quantitative Susceptibility Mapping of the Brain" in ISMRM 2023.
Apr. 23, New paper on "Robust Quantitative Susceptibility Mapping via Approximate Message Passing" is accepted in Magnetic Resonance in Medicine [PDF]
Mar. 23, New paper on "Increased Iron Content in Subcortical Brain Regions in Asymptomatic AD" is accepted in Human Brain Mapping! [Link]