This paper presents the practical applications of Laplacian and signless Laplacian spectra across various fields including theoretical chemistry, computer science, electrical engineering, and complex ...

Homework policy: I anticipate assigning three to five problem sets. Collaboration policy: While you should first think about the problems on your own, you are encouraged to discuss the problems with ...

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This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR) ...

Graph theory is the study of networks and connections between variables. In the real world it has uses from powering search engine algorithms to fixing airline scheduling. Now, scientists are using it ...

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Unlike prior theoretical studies on spectral graph theory that put less focus on practical algorithm implementations and applications, Feng will for the first time develop practically efficient ...

Feng's research plan will potentially advance the state of the art in spectral graph theory and electronic design automation (EDA). Principal Investigator Zhuo Feng, associate professor in the ...