Jiayao Zhang

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Contact
1N1 David Rittenhouse Laboratory
209 S 33rd St
Philadelphia, PA 19104
 jiayaozhang [at] {acm, ieee}.org

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News

03/2019
I will be joining Penn as a Ph.D. student in the coming fall.
03/2018
Entered URFP '18.
02/2018
I will be visiting Prof. Dawn Song's lab in the coming summer.
11/2017
Entried to Dean's Honours List 2016-17.


Bio


From fall 2019, I will be a Ph.D. student at The University of Pennsylvania working on machine learning theories. Before joining Penn, I graduated from Zhengzhou Foreign Language School, China and received my Bachelors in Computer Science with First Class Honors from the University of Hong Kong. I also spent two summers visiting UC Berkeley.


[Curriculum Vitae]  [Google Scholar]  [PGP Key]

Manuscripts

Weak Neural Dependence Phenomenon On the Weak Neural Dependence Phenomenon in Deep Learning
J. Zhang, R. Jia, L. Bo, and D. Song
NeurIPS '18 Workshop on Deep Learning Theory
[Preprint] [Poster]
Illustration of Notions on Grassmannians Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning
J. Zhang, G. Zhu, R. Heath, and K. Huang
Communications on the Grassmannian Automatic Recognition of Space-Time Constellations by Learning on the Grassmann Manifold
Y. Du, G. Zhu, J. Zhang, and K. Huang
IEEE Trans. Signal Processing
IEEE Globalcom '18
[Preprint]

Projects

<i>pyTracer</i>: Physically-Based Rendering in PythonpyTracer: Physically-Based Rendering in Python
[Code] [Quick Start]  
<i>Pamuretas</i>: Parallel Multi-Dependency Resource-Critical Task SchedulerPamuretas: Parallel Multi-Dependency Resource-Critical Task Scheduler
[Code] [Report
Visual Domain Adaptation via Grassmannian Geodesic SamplingVisual Domain Adaptation via Grassmannian Geodesic Sampling
[Blog
Clustering with Mean ShiftClustering with Mean Shift
[Code] [Blog
Johnson's Linear Algebra Library for Matrix DecompositionsJohnson's Linear Algebra Library for Matrix Decompositions
[Code
Multiplayer Card Game in JavaMultiplayer Card Game in Java
[Code