2 papers
cs.DS2025
Accelerating Spectral Clustering on Quantum and Analog Platforms
Xingzi Xu, Tuhin Sahai
We introduce a novel hybrid quantum-analog algorithm to perform graph clustering that exploits connections between the evolution of dynamical systems on graphs and the underlying g…
cs.LG2024
Base Models for Parabolic Partial Differential Equations
Xingzi Xu, Ali Hasan, Jie Ding +1
Parabolic partial differential equations (PDEs) appear in many disciplines to model the evolution of various mathematical objects, such as probability flows, value functions in con…