Yuming Huang

Works (3)

Updated: July 5th, 2023 15:37

2021 journal article

Dynamic Graph Learning: A Structure-Driven Approach

MATHEMATICS, 9(2).

By: B. Jiang n, Y. Huang n, A. Panahi*, Y. Yu *, H. Krim n & S. Smith *

author keywords: dynamic graph learning; graph signal processing; sparse signal; convex optimization
TL;DR: The purpose of this paper is to infer a dynamic graph as a global model of time-varying measurements at a set of network nodes, which captures both pairwise as well as higher order interactions among the nodes. (via Semantic Scholar)
Source: Web Of Science
Added: March 15, 2021

2020 journal article

Community Detection and Improved Detectability in Multiplex Networks

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 7(3), 1697–1709.

By: Y. Huang n, A. Panahi*, H. Krim n & L. Dai*

author keywords: Multiplexing; Stochastic processes; Belief propagation; Correlation; Periodic structures; Computational modeling; Bayes methods; Network theory (graphs); graphical models; belief propagation
TL;DR: A generative model that leverages the multiplicity of a single community in multiple layers, with no prior assumption on the relation of communities among different layers is proposed, which shows a better detection performance over a certain correlation and signal to noise ratio (SNR) range. (via Semantic Scholar)
Source: Web Of Science
Added: September 21, 2020

2016 journal article

Friction and pressure-dependence of force chain communities in granular materials

GRANULAR MATTER, 18(4).

By: Y. Huang n & K. Daniels n 

author keywords: Force chains; Network community structure; Numerical simulations; Friction; Pressure
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

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