1. Resource-efficient Deep Learning: Democratizing AI at Scale Open Access Author: Xu, Dongkuan Title: Resource-efficient Deep Learning: Democratizing AI at Scale Graduate Program: Information Sciences and Technology Keywords: Deep LearningDemocratizationEfficientArtificial IntelligenceModel CompressionGraph Neural NetworkAcceleration File: Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf Committee Members: Dongwon Lee, Major Field MemberXiang Zhang, Chair & Dissertation AdvisorXiao Liu, Outside Unit & Field MemberMary Beth Rosson, Program Head/ChairSuhang Wang, Major Field Member