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Author:

Xie, Tian

Title:

Resilient Cache Network Management: Algorithms, Analysis, Experiments

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

cache inference
denial of service attack
Software defined networking
cache replacement policy
access delay
attack resilience
TTL approximation
overlay routing
online routing
flow table size inference
adversarial reconnaissance
joint caching and routing
approximation algorithm

File:

Download Tian__dissertation_draft_2024_v2.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Peng Liu, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mingfu Shao, Major Field Member
Thomas La Porta, Major Field Member

Author:

Liu, Yilin

Title:

Finger Motion Analysis for Interactive Applications using Wearable and Wireless IoT devices

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Finger motion tracking
Machine learning
Deep learning
Wearable sensing
Human behavior sensing
Wireless sensing

File:

Download yilin_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Bin Li, Major Field Member
Bhuvan Urgaonkar, Major Field Member
Mahanth Gowda, Chair & Dissertation Advisor
Amulya Yadav, Outside Unit & Field Member

Author:

Cong, Weilin

Title:

Fundamental problems in graph learning: optimization, generalization, privacy, and model design

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Graph representation learning
Optimization
Generalization

File:

Download Final_thesis__2_.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Major Field Member
Mahmut Kandemir, Major Field Member
Suhang Wang, Outside Unit & Field Member
Mehrdad Mahdavi, Chair & Dissertation Advisor

Author:

Khadirsharbiyani, Soheil

Title:

A Comprehensive Study of Thermal-Aware Data Placement in 3D DRAMs: The Role of Data Convection and GPU Integration

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

3D Integrated Circuits
Temperature Optimization
Temperature Modelling
3D DRAM
Graphics processors
Data Placement
Thermal Issues

File:

Download Master_Thesis_SoheilKhadir.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Huang, Yudi

Title:

Towards Secure and Performant Cyber-Physical Systems: Estimation, Optimization, and Control

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Cyber-physical systems
Smart Grid
Attack recovery
System resilience
Overlay routing
Cross-path attack
PMU placement

File:

Download Yudi__PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Thomas La Porta, Major Field Member
Ting He, Chair & Dissertation Advisor
Uday Shanbhag, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member

Author:

Edmunds, Brandon

Title:

Fisher Information for Private Training of Machine Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

machine learning
privacy
fisher information

File:

Download Fisher_Information_for_Private_Training_of_Machine_Learning_Models.pdf

Committee Members:

Mehrdad Mahdavi, Thesis Advisor/Co-Advisor
Kiwan Maeng, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Dasu, Vishnu

Title:

Mitigating Unfairness In Deep Learning

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

machine learning
fairness
software engineering
deep learning

File:

Download MS_Thesis_PSU__Final_.pdf

Committee Members:

G. Gary Tan, Thesis Advisor/Co-Advisor
Shagufta Mehnaz, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Zhaohui

Title:

Automated and Semi-Automated Assessment of STEM Reasoning Questions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction

File:

Download ZhaohuiLI_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor

Author:

Stebbins, Daniel

Title:

Additional Contour Properties for the Hard-Core Model on Z^2

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Self-Avoiding Walk
SAW
Hard-Core Model
Connective Constant
Combinatorics
Statistical Physics
Simulation
Computer Science
Lattice Gases

File:

Download Graduate_School_Thesis.pdf

Committee Members:

Antonio Blanca, Thesis Advisor/Co-Advisor
Debarati Das, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Sell, Parker

Title:

Task Graph Based Mistake Detection in Instructional Videos

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Mistake Recognition
Machine Learning
Instructional Videos
Assembly Videos
Task Graph
Visual Recognition Network

File:

Download Parker_CSE_Thesis.pdf

Committee Members:

Huijuan Xu, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair