eTD Explore

Start Over Graduate Program Information Sciences and Technology (PHD) Committee Member Mary Beth Rosson Committee Member Xiang Zhang

Restricted (Penn State Only)

Author:: Luo, Dongsheng
Title:: Denoising and Integrating Complex Networks for Big Data Analysis
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Graph neural Networks
Complex Network Analysis
XAI
File:: Login to Download
Committee Members:: Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

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

Restricted (Penn State Only)

Author:: Yan, Yaowei
Title:: Fast Local Graph Node Proximity Ranking
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Random Walk
Graph Clustering
Community Detection
Link Prediction
Multi-network Analysis
Social Network
Social Recommendation
Adversarial Attack
File:: Login to Download
Committee Members:: Xiang Zhang, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Dongwon Lee, Major Field Member

Search