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Author:

Zhao, Tianxiang

Title:

Deep Learning for Structured Data: Weak Supervision and Interpretability

Graduate Program:

Informatics

Keywords:

Weak Supervision
Graph Neural Network
Data Mining
Machine Learning
Sequential Decision Process

File:

Download Dissertation_Exam_Tianxiang__3_.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Sharon Huang, Major Field Member
Xiang Zhang, Co-Chair & Dissertation Advisor
Suhang Wang, Co-Chair & Dissertation Advisor
Wang-Chien Lee, Outside Unit & Field Member
Vasant Honavar, Major Field Member

Author:

Wang, Haizhou

Title:

Using AI Technologies To Solve Software Security Challenges

Graduate Program:

Informatics

Keywords:

Large Language Model
Artificial Intelligence
Software Security
Reverse Engineering
Deep Learning
Information Security

File:

Download Phd_Dissertation_Final_Defense-4.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Peng Liu, Chair & Dissertation Advisor
Minghui Zhu, Outside Unit & Field Member
Sharon Huang, Major Field Member
Suhang Wang, Major Field Member

Author:

Davaasuren, Dolzodmaa

Title:

Automated Plant Cell Morphology through Volumetric Image Segmentation and Placenta Pathology Analysis from Photos

Graduate Program:

Informatics

Keywords:

Segmentation
Deep Learning
Machine Learning
Medical Imaging
Data Science
Placenta
Plant Cell
Cell Morphology

File:

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Committee Members:

James Wang, Chair & Dissertation Advisor
Sharon Huang, Major Field Member
Alison Gernand, Outside Unit & Field Member
Justin Silverman, Major Field Member
Dongwon Lee, Program Head/Chair
Charles Anderson, Outside Field Member