2 papers
cs.LG2024
Graph Coloring Using Heat Diffusion
Vivek Chaudhary
Graph coloring is a problem with varied applications in industry and science such as scheduling, resource allocation, and circuit design. The purpose of this paper is to establish…
cs.LG2023
A Novel Differentiable Loss Function for Unsupervised Graph Neural Networks in Graph Partitioning
Vivek Chaudhary
In this paper, we explore the graph partitioning problem, a pivotal combina-torial optimization challenge with extensive applications in various fields such as science, technology,…