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Author:

Imran, Muhammad Talha

Title:

A developer-centric analysis framework for programmable accelerators

Graduate Program:

Computer Science and Engineering

Keywords:

hardware/software co-design
programmable accelerators

File:

Download ms_thesis_talha-v2.pdf

Committee Members:

Aasheesh Kolli, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Zheng, Qingyuan

Title:

A Symbolic Data Dependence Analysis With Abstract Interpretation

Graduate Program:

Computer Science

Keywords:

Static Analysis
Alias Analysis
Data Dependence Analysis
Theorem Prover
Abstract Interpretation

File:

Download Master_Thesis_QingyuanZheng.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Zhang, Jialun

Title:

Interval Parsing Grammar For File Format Specification

Graduate Program:

Computer Science and Engineering

Keywords:

file format
parsing language
attribute grammar
parser generator

File:

Download Interval_Parsing_Grammar_For_File_Format_Specification.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nagarapu, Murali Nandan

Title:

Modelling Parkinson's Progression using Naturally Spoken Language Features

Graduate Program:

Computer Science and Engineering

Keywords:

Parkinson's Disease
Speech Features
Early Prediction
Progression modeling

File:

Download Murali_Nandan_Thesis_-_Thesis.pdf

Committee Members:

Mahanth Gowda, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nambiar, Namitha

Title:

Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN

Graduate Program:

Computer Science and Engineering

Keywords:

SDN
Dos Attack
Attack Resilience
Cache Replacement Policy

File:

Download Namitha_Nambiar.pdf

Committee Members:

Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Akiti, Chandan

Title:

Efficient Few-Shot Learning For Named Entity Recognition

Graduate Program:

Computer Science

Keywords:

Named Entity Recognition
Few-Shot Learning
Zero-Shot Learning
Language Models
Low-Resource Learning
Meta-Learning

File:

Download Thesis_FSL.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member
C Lee Giles, Committee Member

Author:

Natu, Parth Vidyadhar

Title:

Securing 5G Broadcast Messages

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

5G
security
4G-LTE
cellular networks
broadcast authentication
replay protection
fake base stations

File:

Download pnatu_thesis_final.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
Mahanth Gowda, Committee Member
Tao Wan, Special Signatory

Author:

Yuan, Lun Pin

Title:

Towards Designing Accurate Detection Methods for Emerging Cyber Threats

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Anomaly Detection
Cybersecurity
Machine Learning
Deep Learning
Cyberthreats
Malware

File:

Download lunpin_dissertation.pdf

Committee Members:

Peng Liu, Co-Chair of Committee
G. Tan, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Karishma, Zeba

Title:

Scientific Document Figure Extraction, Clustering and Classification

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

scientific document figures
figure extraction
scientific figures
ACL

File:

Download Zeba_Karishma_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Jian Wu, Special Signatory

Author:

Geer, Connor

Title:

Anomaly Detection of Test-Time Evasion Attacks in the Audio Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Adversarial Machine Learning
Neural Networks
Audio
Anomaly Detection

File:

Download thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
George Kesidis, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Syed Rafiul Hussain, Committee Member

Author:

Li, Peixuan

Title:

Towards Practical Information Flow Security

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Information Flow
Dependent Label Inference
Dynamic Policy

File:

Download main.pdf

Committee Members:

Trent Jaeger, Major Field Member
G. Tan, Major Field Member
Danfeng Zhang, Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Liu, Chun Yi

Title:

Performance and Lifetime Management Strategies for High-density 3D NAND Flash Storage

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

3D NAND flash
3D NAND SSD
Garbage Collection
SSD characterization
SSD management
Write amplification

File:

Download Chun-Yi.pdf

Committee Members:

Chitaranjan Das, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Prasenjit Mitra, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Ma, Cong

Title:

Quantifying and Mitigating Cache Side Channel Leakage with Differential Set

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

cache side-channel
cybersecurity
language-based security
program analysis

File:

Download Cong_Ma_Thesis-10.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Danfeng Zhang, Thesis Advisor/Co-Advisor
Gang Tan, Committee Member

Author:

Nagarajan, Karthikeyan

Title:

Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack

File:

Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf

Committee Members:

Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Felemban, Noor

Title:

Information Retrieval From Images and Videos in Mobile Networks

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

mobile networks
deep learning
neural networks
image retrieval
video retrieval
cloud computing
distributed systems

File:

Download nfelemban_thesis_submission.pdf

Committee Members:

Thomas La Porta, Chair & Dissertation Advisor
Soundar Kumara, Outside Unit & Field Member
Ting He, Major Field Member
C Lee Giles, Major Field Member
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Zeng, Dongrui

Title:

Evaluating the Attack Surface of Control Flow Integrity

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Control Flow Integrity
Security Evaluation
Binary Analysis
Control Flow Graph
Type Inference
Attack Surface

File:

Download DZ_Dissertation_Final.pdf

Committee Members:

Trent Jaeger, Major Field Member
Peng Liu, Outside Unit & Field Member
G. Tan, Chair & Dissertation Advisor
Sencun Zhu, Major Field Member
Ben Niu, Special Member
Chitaranjan Das, Program Head/Chair

Author:

Bhattar, Rohit

Title:

Implementation and Evaluation of Reconfiguration Protocol for Linearizable Distributed Key-Value Data Store

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Linearizable
Distributed
Distributed System
Strong Consistency
Atomiticity
Reconfiguration

File:

Download RohitBhattar_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Member

Author:

Sun, Yuanyi

Title:

Security and privacy solutions for camera and camera based authentication

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Two factor authentication
Mobile cameras
Privacy protection
Privacy-Preserving Publishing

File:

Download Yuanyi_Sun_Dissertation.pdf

Committee Members:

George Kesidis, Major Field Member
Mahanth Gowda, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Zhen Lei, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Gunasekaran, Jashwant Raj

Title:

Maximizing Resource Efficiency for Next Generation Cloud Platforms

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

cloud
datacenter
performance
cost

File:

Download Jashwant_Dissertation.pdf

Committee Members:

Chitaranjan Das, Co-Chair & Dissertation Advisor
George Kesidis, Major Field Member
Mahmut Kandemir, Co-Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Anton Nekrutenko, Outside Unit & Field Member
Bikash Sharma, Special Member
Chitaranjan Das, Program Head/Chair

Author:

Wang, Yuxin

Title:

Automated Programming Frameworks for Analyzing Differential Privacy

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

differential privacy
program analysis
programming languages

File:

Download main.pdf

Committee Members:

G. Tan, Major Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Gao, Yanjun

Title:

Analysis of Text to Identify, Represent and Group Distinct Propositions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

natural language processing
text analysis
deep learning
computational linguistics
artificial intelligence

File:

Download Yanjun_Thesis__5_.pdf

Committee Members:

Paul Medvedev, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member
Kenneth Huang, Outside Unit & Field Member

Author:

Saghaian Nejad Esfahani, Sayed

Title:

Service Management: Resource Allocation and Security

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Resource Allocation
Security
Mission-oriented Security Model
Service Placement
Clustering Algorithm
Wireless Networks

File:

Download SayedSaghaian_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Thomas La Porta, Co-Chair & Dissertation Advisor
Patrick Mcdaniel, Major Field Member
C Lee Giles, Outside Unit & Field Member
Daniel Kifer, Co-Chair & Dissertation Advisor

Author:

Zare, Maryam

Title:

An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication

File:

Download MaryamZare_Dissertation_Penn_State_University.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Farhadi, Vaji

Title:

Resource allocation for edge cloud and smart grid

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

DC-QSS
cascading failure
blackouts
preventive control
SCADA
PLCC
Mobile edge computing
workload scheduling
service placement
complexity analysis
algorithm design
Resource Allocation

File:

Download Thesis-VF.pdf

Committee Members:

Thomas La Porta, Co-Chair & Dissertation Advisor
Mort Webster, Outside Unit & Field Member
Ting He, Co-Chair & Dissertation Advisor
Nilanjan Ray Chaudhuri, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Hsieh, Tsung Yu

Title:

Explainable Predictive Modeling and Causal Effect Estimation from Complex Time-varying Data

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Explainable Machine Learning
Time Series Learning
Deep Neural Networks
Attention Networks
Functional Data Analysis
Causal Inference

File:

Download Dissertation-TsungYuHsieh.pdf

Committee Members:

David Miller, Major Field Member
Wang-Chien Lee, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Matthew Reimherr, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Girkar, Vrushali Sanjay

Title:

Laboratory Earthquake Prediction using Deep Learning

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Deep Learning
Earthquake Prediction
Time-Series Prediction
Supervised Regression Problem
Automatic Feature Extraction

File:

Download Vrushali_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

Author:

Lu, Hanlin

Title:

Data Reduction for Communication-efficient Machine Learning

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

distributed machine learning
coreset
distributed k-means
quantization
dimensionality reduction
edge-based machine learning

File:

Download Hanlin_Lu_dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
Lingzhou Xue, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Sefid, Athar

Title:

Automatic Summarization and Slide Generation for Scientific Papers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automatic Summarization
Automatic Slide Generation
Text Mining
Machine Learning
Natural Language Processing

File:

Download Athar_Sefid_PhD_Thesis.pdf

Committee Members:

Chris McComb, Outside Unit & Field Member
C Lee Giles, Chair & Dissertation Advisor
Jesse Barlow, Major Field Member
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Belbasi, Mahdi

Title:

FPT Aglorithms for NP-complete Graph Problems Parameterized by Treewidth and Tree-depth

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Computer Science
Graph Theory
Tree Decomposition
Algorithm Design
Approximation Algorithms
Hamiltonian Cycle
Dominating Set
Algebraization

File:

Download Mahdi_Belbasi_-_PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Martin Fürer, Chair & Dissertation Advisor
Antonio Blanca, Major Field Member
Jan Reimann, Outside Unit & Field Member
Paul Medvedev, Major Field Member

Author:

Modukuri, Sai Ajay

Title:

Understanding and Predicting Retractions of Published Works

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Reproducibility
Psychology

File:

Download Thesis_retraction_classifier-5.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

De, Asmit

Title:

An Exploration into the Security Viability of RISC-V Systems and Supply Chain

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

RISC-V
Hardware Security
Systems Security
Supply Chain Vulnerability
Memory Corruption Vulnerabillity
Hardware Trojan
System-on-chip

File:

Download Thesis_final_AD.pdf

Committee Members:

Trent Jaeger, Major Field Member
Peng Liu, Outside Unit & Field Member
Swaroop Ghosh, Chair & Dissertation Advisor
John Sampson, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Millward, Andrew

Title:

L2-UniFrac

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

UniFrac
Bioinformatics
Comparative Metagenomics
Representative Microbiome
Distance Metric
Differential Abundance

File:

Download L2_Unifrac-Andrew_Millward.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
David Koslicki, Thesis Advisor/Co-Advisor
Paul Medvedev, Committee Member

Author:

Ramesh, Ranjitha

Title:

DESIGN AND IMPLEMENTATION OF ERASURE CODING IN CASSANDRA

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Erasure Coding
Cassandra
Distributed System
Algorithm

File:

Download Penn_State_University_thesis_class.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor

Author:

George, Rahul

Title:

Building an Event Driven Attack Graph Framework

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Intrusion Detection
Attack Graphs
Program Analysis
Computer Security

File:

Download MS_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Thomas F La Porta, Committee Member

Author:

Naphade, Saniya

Title:

Story Generation using Hierarchical Convolutional Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

story generation
convolutional networks
hierarchical text generation
fusion mechanism

File:

Download SaniyaNaphade_CSE_MastersThesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao Huang, Thesis Advisor/Co-Advisor

Author:

Fan, Jingyao

Title:

Security and Privacy Support For Smart Grid

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

smart grid
security
privacy
power system

File:

Download JingyaoFan_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yan Li, Major Field Member
Sencun Zhu, Major Field Member
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Chair & Dissertation Advisor

Author:

Zientara, Peter

Title:

Design of a Vision Based Assistive System for Visually Impaired Persons

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

FPGA
Visually Impaired
Assistive System
Distributed
Heterogenous
Computer Vision
Grocery
CNN
DCNN

File:

Download peter_z_thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Fatahi Baarzi, Ataollah

Title:

Efficient Service Deployment on Public Cloud: A Cost, Performance, and Security Perspective

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Cloud Computing
Resource Management
Service Deployment

File:

Download AtaFatahiThesis.pdf

Committee Members:

George Kesidis, Chair & Dissertation Advisor
Timothy Zhu, Major Field Member
Mahmut Kandemir, Major Field Member
Uday Shanbhag, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Gulati, Rishab

Title:

A Toolchain for On-Chip Thermal Management of FPGA Designs

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

FPGA
Thermal Management
Hardware Architecture

File:

Download Rishab-Thesis-Fa21-final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Swaroop Ghosh, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Thirusangu, Niranjan

Title:

Segmentation of Lesions from Breast Ultrasound Images using Deep Convolutional Neural Network

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

semantic segmentation
breast ultrasound image
u-net
densenet
mask r-cnn
attention gate
breast cancer diagnosis

File:

Download Thesis_NiranjanThirusangu.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Pasculano, Ryan

Title:

Address Space Coloring

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

spatial memory safety
buffer overflow
stack protection

File:

Download MS_Thesis_Ryan_Pasculano.pdf

Committee Members:

Trent Ray Jaeger, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Farhat, Farshid

Title:

Comprehensive Photographic Composition Assistance through Meaningful Exemplars

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image aesthetics
deep learning
image retrieval
recommender system

File:

Download Farshid_PSU_Thesis.pdf

Committee Members:

James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair

Author:

Zare, Hamidreza

Title:

LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

geo-distributed datastore
linearizable datastore
Cost-efficient
Reconfiguration

File:

Download Hamidreza_Thesis.pdf

Committee Members:

Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Mohapatra, Sampad

Title:

Development Of A Heterogeneous Architecture Simulation Framework

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

simulator
gem5
heterogeneous
architecture
CPU
GPU

File:

Download Sampad_Mohapatra_MS_Thesis.pdf

Committee Members:

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

Author:

Troncoso Aldas, Nelson Daniel

Title:

AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

assistive technology augmented reality
mixed reality
mobile computing
assistive technology
augmented reality

File:

Download Thesis_Revised.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Patel, Aditya

Title:

Software Support For Offloading off-the-shelf applications to PIM Cores

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

PIM
BLIMP
Compiler
LLVM

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Anand Sivasubramaniam, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member

Author:

Yu, Tongguang

Title:

Hardware Functional Obfuscation With Ferroelectric Active Interconnects

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

FeFET
Hardware Security
Reverse Engineering
Ferroelectric

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Sumitha George, Committee Member
Kai Ni, Committee Member

Author:

Pham, Viet

Title:

An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

Author:

Challapalle, Nagadastagiri Reddy

Title:

DESIGN OF PROCESSING-IN-MEMORY ARCHITECTURES FOR DEEP LEARNING AND GRAPH APPLICATIONS

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Hardware Accelerator
Deep Learning Architecture
Deep Learning Hardware
Processing in Memory
Memory Augmented Neural Networks
Graph Convolution Neural Networks

File:

Login to Download

Committee Members:

Chitaranjan Das, Major Field Member
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
John Sampson, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Zhao, Shulin

Title:

Optimizing Energy and Performance for Next-Generation Extended Reality Devices

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Extended Reality
Virtual Reality
Augmented Reality
Energy-effiency
Performance

File:

Login to Download

Committee Members:

Chitaranjan Das, Major Field Member
Mahmut Kandemir, Co-Chair & Dissertation Advisor
Anand Sivasubramaniam, Co-Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

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)

File:

Login to Download

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

Author:

Mohammad, Umar Farooq

Title:

Ultrasound image classification and segmentation using deep learning applications

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep Learning
Medical Image Segmentation
Medical Image Classification

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member

Author:

Singh, Purushartha

Title:

Extending an Automated Content Assessment Method and Improving its Robustness for Classroom Use

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

natural language processing
automated summary content assessment
automated feedback generation
content assessment
educational use of artificial intelligence
artificial intelligence

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

Author:

Kuhlengel, Trevor Keith

Title:

Planning and Guidance of Bronchoscopy for Comprehensive Lymph Node Staging

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

lung cancer
lymph node staging
multi-destination procedures
image-guided procedures
bronchoscopy
optimal procedure planning
computer-assisted procedure planning

File:

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Committee Members:

Ali Borhan, Outside Unit & Field Member
Robert Collins, Major Field Member
William Higgins, Chair & Dissertation Advisor
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Abrams, Samuel

Title:

Extending Video Action Recognition in the Compressed Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Action Recognition
Neural Networks
Video Compression

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Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Chai, Jiaming

Title:

Graph-based Methods For Zero-shot Learning In Image Classifications

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Zero-shot Learning
Image Classification

File:

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Committee Members:

Wang-Chien Lee, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Jose, Sethu

Title:

A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Internet of Things
Non-Volatile Processors
Energy Harvesting
Approximate Computing
Scheduling.
Internet Of Things
Scheduling

File:

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Committee Members:

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

Author:

Choi, Wonil

Title:

Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices

Graduate Program:

Computer Science and Engineering

Keywords:

NAND Flash
Device Lifetime
Memory Coding

File:

Download Wonil_Dissertation_Final.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Brotzman-Smith, Robert

Title:

Detecting and Mitigating Cache-Based Side-Channels

Graduate Program:

Computer Science and Engineering

Keywords:

side-channel
cache
static analysis
mitigation

File:

Download Robert_Brotzman_Dissertation.pdf

Committee Members:

Gang Tan, Dissertation Advisor/Co-Advisor
Gang Tan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Dinghao Wu, Outside Member
Danfeng Zhang, Committee Chair/Co-Chair
Danfeng Zhang, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Sun, Yiwei

Title:

Adversarial Attacks and Representation Learning for Graph-structured Data

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial Attacks
Graph Mining
Graph Representation Learning

File:

Download YiweiSunThesis_update.pdf

Committee Members:

Vasant Gajanan Honavar, Dissertation Advisor/Co-Advisor
Suhang Wang, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Soundar Rajan Tirupatikumara, Outside Member
Chitaranjan Das, Program Head/Chair
Vasant Gajanan Honavar, Committee Chair/Co-Chair

Author:

Zheng, Yi

Title:

Video Analytics with In-SSD Processing Approaches

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

In-Storage-Processing
SSD
Firmware
FTL
Wear-Leveling
ORAM
Non-Volatile Memory

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Huijuan Xu, Major Field Member
John Sampson, Major Field Member
John Messner, Outside Unit & Field Member

Author:

He, Fang

Title:

Applications of Deep Learning on Temporal and Graph Data Mining

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Temporal Data Mining
Graph Data Mining
Representation Learning
Deep Learning

File:

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Committee Members:

Kamesh Madduri, Major Field Member
Ting He, Major Field Member
Wang-Chien Lee, Chair & Dissertation Advisor
Zhen Lei, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Rahman, Amatur

Title:

Compression Algorithms for de Bruijn Graphs and Uncovering Hidden Assembly Artifacts

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

de Bruijn graph
compression
k-mer set
colored de Bruijn graph
assembly
unitig
unitig algorithm
assembly artifact
bidirected de Bruijn graph
palindromic unitig

File:

Download psu_phd_amatur.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
David Koslicki, Major Field Member
Paul Medvedev, Chair & Dissertation Advisor
Francesca Chiaromonte, Outside Unit & Field Member
Mingfu Shao, Major Field Member

Author:

Dong, Yilu

Title:

Deviant Behavior Analysis of 5G Core Network Implementations

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

5G
Core Network
Cellular
Software Testing
Security

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Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
G. Gary Tan, Committee Member
Chitaranjan Das, Program Head/Chair
Tao Wan, Special Signatory

Author:

Kumar, Sumit

Title:

TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

BLM
Tweets
Twitter
Black Lives Matter
Model

File:

Download PSU_Thesis_Sumit.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Swaminathan, Ashwath Raghav

Title:

Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Abhinav Verma, Committee Member

Author:

Galiveeti, Sneha Suhitha

Title:

Automatic Generation of Floorplans using Generative Adversarial Networks

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

GAN
Image Synthesis Problem
Floorplan Generation

File:

Download Sneha_Suhitha_Galiveeti_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

Author:

Prathipati, Sumedha

Title:

Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)

File:

Download Thesis_Sumedha.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

Author:

Tu, Kai

Title:

A Conformance Checker for the Control Plane Protocols of 5G Basebands

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

5G
security
Conformance Testing

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Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
Young Kun Ko, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Hakimi, Zeinab

Title:

Efficient Deep Neural Networks Architectures for Video Analytics Systems

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member

Author:

Liu, Heting

Title:

Machine Learning in Mobile Edge Computing: Enhancing Efficiency in Inference and Training

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Edge Computing
Resource Allocation
Machine Learning
Federated Learning

File:

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Committee Members:

Fenglong Ma, Outside Unit & Field Member
Ting He, Major Field Member
Jing Yang, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Reinoso, David

Title:

Analysis of Influential Objects In Smart Home Platforms

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

IoT
Smart Home
Security
Flow Graph
Property Analysis

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Syed Rafiul Hussain, Thesis Advisor/Co-Advisor

Author:

Angadi, Manoj Kumar

Title:

DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

CiteSeer
Extraction
Clustering
Ingestion
LSH
BM25
NGX
Elasticsearch
Python
Pipeline
EIS
Citation
index
PDF
Document
Server

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member

Author:

Kalagi, Vishwas

Title:

CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep Learning Recommendation Models
hyperthreading
colocation
CPU
Inference
compute intensive
memory intensive
memory bottleneck

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Committee Members:

Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member

Author:

Liang, Ke

Title:

Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Programming Language
Machine Learning
Link Prediction
Graph Neural Networks
Aliasing and Buffer Size Relationship
Code Analysis

File:

Download Liang_Ke_Thesis__1_.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Abdou, Ahmed

Title:

Honeymodels: Machine Learning Honeypots

Graduate Program:

Computer Science

Keywords:

Machine Learning
Security
Detection
Adversarial Machine Learning

File:

Download AhmedAbdouThesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Sencun Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Fatahi Baarzi, Ataollah

Title:

Multi-Cloud Serverless Deployment

Graduate Program:

Computer Science and Engineering

Keywords:

Serverless Computing
Cloud Computing

File:

Download FatahiBaarziMscThesis.pdf

Committee Members:

George Kesidis, Thesis Advisor/Co-Advisor
Abutalib Aghayev, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nurani Sundareswara, Soundarya

Title:

Availability of Privacy Policies and Terms of Service Agreements on the Web

Graduate Program:

Computer Science and Engineering

Keywords:

Privacy Policy
Terms of Service
Topic Modeling
Availability
Corpus

File:

Download Masters_Thesis___Soundarya.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Shomir Wilson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Arzoo Katiyar, Committee Member

Author:

Keesara, Sai Raghav

Title:

Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX

Graduate Program:

Computer Science and Engineering

Keywords:

Information Retrieval
Information Extraction
Digital Libraries
Search Engine
Scalability
Academic Libraries
Elasticsearch

File:

Download Keesara_Thesis_May2021.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Jian Wu, Special Signatory
Chitaranjan Das, Program Head/Chair

Author:

Kumar, Pramod

Title:

INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD

Graduate Program:

Computer Science and Engineering

Keywords:

ML Inference system
Machine learning in public cloud
Machine-learning-as-a-service (MLaaS)
Inference
Serving
Batching
Cloud
Serverless
Service Level Objective (SLO)
Cost-effective
Optimization
Modeling
Prediction
Machine learning inference

File:

Download Pramod_Kumar_Thesis.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

Author:

Chai, Peilin

Title:

A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Recurring Pattern Discovery
Contrastive Learning

File:

Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Capobianco, Frank

Title:

A Tamper Analysis and Endorsement Approach for Linux Security Modules

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Linux Security Modules
Reference Monitor
Tamper Analysis
Operating System Security

File:

Download capobianco_thesis_final.pdf

Committee Members:

Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Bangalore Narasimha Prasad, Sumukha

Title:

Ultrasound Computed Tomography using Deep Learning

Graduate Program:

Computer Science and Engineering

Keywords:

Ultrasound Computer Tomograpghy
Deep Learning
CRF
Encoder-Decoder
Reconstruction

File:

Download SumkhaPrasad_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Asthana, Yashasvi

Title:

Self-Supervised Recurring Pattern Discovery From A Single View

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation

File:

Download Final_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

Author:

Cao, Haonan

Title:

Apply Human Computer Interaction Principles to an Augmented Reality App for Human Motion Sequence Observation

Graduate Program:

Computer Science and Engineering

Keywords:

Augmented Reality
Human Computer Interaction

File:

Download Haonan-Thesis.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Wang-Chien Lee, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Dasari, Chandu

Title:

Action classification for videos in sports

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning

File:

Download Thesis_Chandu_Dasari.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

Author:

Deshpande, Madhav Venkatesh

Title:

Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Function Placement
Serverless

File:

Download Madhav-Thesis-2021-05-26.pdf

Committee Members:

Dong Xie, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Menon, Arjun

Title:

Large Scale Author Name Disambiguation in Scholarly Databases

Graduate Program:

Computer Science

Keywords:

Author Name Disambiguation
Machine Learning
Scholarly Database
Clustering
Distributed System

File:

Download Arjun_Menon_MS_Thesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nivargi, Rajal

Title:

An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Reproducibility
Replication
Social and Behavioral Sciences

File:

Download Thesis_RajalNivargi_Final.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

Muluka, Arun Teja

Title:

Continuous Sign Language Recognition

Graduate Program:

Computer Science and Engineering

Keywords:

SIGNUM
Sign Language
Openpose
NLP
Dee

File:

Download myThesis2021_7_8.pdf

Committee Members:

Mahanth Gowda, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Lanka, Sree Sai

Title:

Extraction and Evaluation of Statistical Features from Social and Behavioral Science Papers

Graduate Program:

Computer Science

Keywords:

text extraction
tokenization
regular expressions
p-values
sample size
reproducibility

File:

Download SreeSaiTeja_MSCS_Thesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Sarah Michele Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory

Author:

Pranesh, Raj

Title:

S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval

File:

Download PSU_Thesis_Raj_final_sub.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Satish, Chirag

Title:

Characterizing Object Stores For Serverless Systems

Graduate Program:

Computer Science and Engineering

Keywords:

Serverless systems
Object Stores
Characterization

File:

Download Chirag_Satish_Thesis_Final.pdf

Committee Members:

Aasheesh Kolli, Thesis Advisor/Co-Advisor
Wang-Chien Lee, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Bharadwaj, Skanda

Title:

Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

Graduate Program:

Computer Science and Engineering

Keywords:

motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter

File:

Download Skanda_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Xiang

Title:

Bridging Paired-end RNA-seq reads

Graduate Program:

Computer Science and Engineering

Keywords:

RNA-seq
transcript assembly
de Bruijn graph

File:

Download Final.pdf

Committee Members:

Mingfu Shao, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Paul Medvedev, Committee Member

Author:

Karanam, Kavya Laalasa

Title:

Story Generation Using Intermediate Plot Representation

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning

File:

Download Karanam_KavyaLaalasa_Thesis_2021.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor

Author:

Kumar, Vikas

Title:

Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Facial expression recognition
student-teacher network
semisupervised learning
multi-level attention
Facial expression recognition student-teacher network
semisupervised learning multi-level attention
facial expression recognition
unsupervised learning
student teacher network
machine learning
deep learning
GAN
CNN

File:

Download Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member

Author:

Wang, Yuzhang

Title:

Temperature distribution induced by ultrasound wave propagation using physics based deep learning method

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep learning
PINN
tBHTE
temperature map
ultrasound wave propagation
transducers

File:

Download Thesis_MS_2021_Yuzhang_final_Modified.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Zhang, Hong

Title:

Feature Clustering For Recurring Pattern Detection

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering

File:

Download FinalThesis_HongZhang.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Kumar, Abhijeet

Title:

Deepfake Video Detection in the compressed domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

compressed domain
i frames
deepfake videos detection
convolutional networks

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member