Search Results for author: Guangyao Shi

Found 3 papers, 0 papers with code

From Words to Routes: Applying Large Language Models to Vehicle Routing

no code implementations16 Mar 2024 Zhehui Huang, Guangyao Shi, Gaurav S. Sukhatme

The success of LLMs in these tasks leads us to wonder: What is the ability of LLMs to solve vehicle routing problems (VRPs) with natural language task descriptions?

Code Generation Text-to-Code Generation

Decision-Oriented Learning with Differentiable Submodular Maximization for Vehicle Routing Problem

no code implementations2 Mar 2023 Guangyao Shi, Pratap Tokekar

We study the problem of learning a function that maps context observations (input) to parameters of a submodular function (output).

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning

no code implementations22 Dec 2018 Hong Huang, Guangyao Shi, Haibo He, Yule Duan, Fulin Luo

However, a major challenge of GE is how to choose proper neighbors for graph construction and explore the spatial information of HSI data.

Classification Dimensionality Reduction +3

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