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Author:: Chen, Xianda
Title:: Energy and Quality Aware Video Streaming on Mobile Devices
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Video Streaming
Mobile Device
Energy Efficiency
Quality of Experience (QoE)
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Committee Members:: Suhang Wang, Outside Unit & Field Member
Mahanth Gowda, Major Field Member
Sencun Zhu, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Restricted (Penn State Only)

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
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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

Restricted (Penn State Only)

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
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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

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
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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

Restricted (Penn State Only)

Author:: Liang, Junjie
Title:: Predictive Modeling for High Dimensional Longitudinal Data
Graduate Program:: Informatics (PHD)
Keywords:: Longitudinal data analysis
longitudinal correlation
cluster correlation
Gaussian Process
Factorization Machines
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Committee Members:: Xiang Zhang, Major Field Member
Lin Lin, Outside Unit & Field Member
Suhang Wang, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair

Restricted (Penn State Only)

Author:: Tan, Tianxiang
Title:: Deep learning on Mobile Devices with Neural Processing Units
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Mobile computing
Edge computing
Deep Learning
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Committee Members:: Bhuvan Urgaonkar, Major Field Member
Suhang Wang, Outside Unit & Field Member
Mahanth Gowda, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

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
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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

Restricted (Penn State Only)

Author:: Wang, Zhilong
Title:: Deep Learning for Security-oriented Program Analysis
Graduate Program:: Informatics (PHD)
Keywords:: Deep Learning
Software Security
Program Analysis
Binary Analysis
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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

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