Search

Author:

Rahimi, Sohrab

Title:

Unveiling the Wall: Physical Manifestations of Socio-spatial Boundaries in the US

Graduate Program:

Architecture

Keywords:

Urban Sociology
Urban Culture
GIS
Machine Learning
Social Media
Yelp
Urban Computation
Taste
Bourdieu
Social Boundaries
Segregation
American Cities

File:

Download UnveilingTheWall_SohrabRahimi.pdf

Committee Members:

Mallika Bose, Dissertation Advisor/Co-Advisor
Mallika Bose, Committee Chair/Co-Chair
Clio Maria Andris, Committee Member
Xiang Zhang, Committee Member
Jose M Pinto Duarte, Outside Member

Author:

Tang, Xianfeng

Title:

Beyond Accurate Graph Neural Networks

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning

File:

Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor

Author:

Yao, Huaxiu

Title:

Learning to Learn with Structured Knowledge

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Data Mining
Deep Learning
Meta-learning
Relation Learning
Few-shot Learning

File:

Download PhD_Dissertation_Huaxiu.pdf

Committee Members:

Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Xiang Zhang, Committee Member
Lingzhou Xue, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Zhou, Shijie

Title:

Link Prediction on Heterophilic Graphs via Disentangled Representation Learning

Graduate Program:

Informatics (MS)

Keywords:

Graph Learning
Heterophilic Graph
Disentangled Representation Learning
Machine Learning

File:

Download Shijie_Zhou_thesis.pdf

Committee Members:

Suhang Wang, Thesis Advisor/Co-Advisor
Dongwon Lee, Committee Member
Jeffrey Bardzell, Program Head/Chair
Xiang Zhang, Committee Member

Author:

Zhang, Jiasheng

Title:

Modeling and Influencing Online User Behavior with Machine Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Online User Behavior
Modeling and Influencing
Machine Learning

File:

Download thesis.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Zhenhui Li, Committee Member
Xiang Zhang, Committee Member
David Jonathan Miller, Outside Member
Mary Beth Rosson, Program Head/Chair