Johnny (Jingze) Li
Ph.d. candidate
University of California, San Diego
Johnny (Jingze) Li
Ph.d. candidate
University of California, San Diego
Center for Engineered Natural Intelligence
Department of Mathematics
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Ph.d. candidate
University of California, San Diego
About me
About me
I'm a 5th year Ph.d. candidate at University of California, San Diego, Department of Mathematics and Center for Engineered Natural Intelligence. I'm very fortunate to be advised by Prof. Gabriel Silva and Prof. Bo Li. Before grad school, I was an undergrad research assistant at Pennsylvania State University, and I was very fortunate to be advised by Prof. Xiantao Li. I finished my bachlor's degree in mathematics at Beijing Normal University, where I had the privilege to work with Prof. Jinshan Wu.
You can reach out to me at jil164@ucsd.edu
My research interest lies in the emergent phenomenon of artificial and biological neural networks. My research applies a range of mathematical tools to machine learning, data science and neuroscience.
My research interest lies in the emergent phenomenon of artificial and biological neural networks. My research applies a range of mathematical tools to machine learning, data science and neuroscience.
We study emergence and emergent abilities in machine learning and neural systems using mathematics.
We are opening the new machine learning research paradigm of emergence promoting architecture/algorithm design for machine learning and large language models.
I study these through the tools of homological algebra, network theory, geometry and information theory
What is emergence: https://en.wikipedia.org/wiki/Emergence https://arxiv.org/abs/2206.07682
You can find a copy of my CV here:
CV_JohnnyLi (2).pdfPage updated
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