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Author:

Xie, Lola

Title:

Digital Media as a Self-management Tool for Young Women at Risk of Eating Disorders: A Dissertation on Patient Narratives of Eating Disorder on Social Media

Graduate Program:

Mass Communications (PHD)

Keywords:

Social Media
Self-management
Health management
Patient Narratives
Narrative Persuasion
Eating Disorders

File:

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Committee Members:

Juliet Pinto, Major Field Member
Suhang Wang, Outside Unit & Field Member
Bu Zhong, Chair & Dissertation Advisor
Jessica Myrick, Major Field Member
Anthony Olorunnisola, 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, Zhuomin

Title:

Cross-Domain Image Analysis Approaches towards Segmentation of Placenta Photos and Pictorial Realism Study of Paintings

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Machine learning
Cross-domain image analysis
Placenta
Domain adaptation
Constable
Pictorial realism evaluation

File:

Download Thesis_zhuomin.pdf

Committee Members:

James Wang, Co-Chair & Dissertation Advisor
Sharon Huang, Major Field Member
Suhang Wang, Major Field Member
Jia Li, Co-Chair, Dissertation Advisor and Minor Member
Elizabeth Mansfield, Outside Unit & Field Member
Jeffrey Bardzell, Program Head/Chair

Author:

Zhang, Lan

Title:

Applying machine learning and NLP techniques to Cyber Security: three selected studies

Graduate Program:

Informatics (PHD)

Keywords:

Malware detection
firmware emulation
deep learning

File:

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Committee Members:

Jeffrey Bardzell, Program Head/Chair
Peng Liu, Chair & Dissertation Advisor
Minghui Zhu, Outside Unit & Field Member
Suhang Wang, Major Field Member
Taegyu Kim, Major Field Member

Author:

Wang, Zhilong

Title:

Deep Learning for Security-oriented Program Analysis

Graduate Program:

Informatics (PHD)

Keywords:

Deep Learning
Software Security
Program Analysis
Binary Analysis

File:

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Committee Members:

Jeffrey Bardzell, Program Head/Chair
Peng Liu, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Sencun Zhu, Outside Unit & Field Member
Amulya Yadav, Major Field Member