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Author:

Xu, Dongkuan

Title:

Resource-efficient Deep Learning: Democratizing AI at Scale

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Deep Learning
Democratization
Efficient
Artificial Intelligence
Model Compression
Graph Neural Network
Acceleration

File:

Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf

Committee Members:

Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Major Field Member

Author:

Xu, Guanhao

Title:

Analytical Estimation of Macroscopic Fundamental Diagram for Complicated Networks and Implications for Network Traffic Control

Graduate Program:

Civil Engineering (PHD)

Keywords:

Macroscopic Fundamental Diagram
Network Exit Function
Cellular Automata Model
vehicle turning
bus dwelling
hierarchical street network
hysteresis loop

File:

Download dissertation_Guanhao_Xu.pdf

Committee Members:

S. Ilgin Guler, Major Field Member
Terry Friesz, Outside Unit & Field Member
Vikash Gayah, Chair, Minor Member & Dissertation Advisor
Patrick Fox, Program Head/Chair
Eric Donnell, Major Field Member