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Author:

Cui, Aiyu

Title:

Multiple Object Tracking

Area of Honors:

Computer Science

Keywords:

Computer Vision
Tracking
Motion Capture
Taiji

File:

Download honorThesisFinal.pdf

Thesis Supervisors:

Dr. Robert Collins, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Zhang, Zichao

Title:

BAYESIAN REASONING FOR AUTOMATIC SECURITY MEDIATION PLACEMENT

Area of Honors:

Computer Engineering

Keywords:

Error diagnosis
static program analysis
information flow

File:

Download Honor_Thesis.pdf

Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Cowell, Robert Henry

Title:

Utilizing Friendship Networks to Predict User Susceptibility to Fake News

Area of Honors:

Computer Science

Keywords:

machine learning
fake news
social media
Twitter
user susceptibility
school shootings

File:

Download RobertCowell_Thesis.pdf

Thesis Supervisors:

Dongwon Lee, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Pauley, Eric

Title:

Performant Binary Fuzzing without Source Code using Static Instrumentation

Area of Honors:

Computer Science

Keywords:

Fuzzing
Fuzz Testing
Binary Analysis
Security

File:

Download Eric_Pauley_Honors_Thesis_Final.pdf

Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Mao, Jianyu

Title:

Towards Applying Machine Learning Technique For Fault Localization

Area of Honors:

Computer Engineering

Keywords:

Fault Localization
Machine Learning

File:

Download JmThesis.pdf

Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor

Author:

Wang, Ziyang

Title:

Data Analysis on Raman Spectroscopy of Alzheimer's Disease Using Machine Learning methods

Area of Honors:

Computer Science

Keywords:

Raman Spectroscopy
Alzheimer's disease
Machine learning
k - nearest neighbors

File:

Download thesis_ziyang_wang.pdf

Thesis Supervisors:

Shengxi Huang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Wei, Yiyan

Title:

An Tail Latency guaranteed method based on the distributed system

Area of Honors:

Computer Science

Keywords:

tail latency
RAID0
admission control

File:

Download Yiyan_Wei_HonorThesis.pdf

Thesis Supervisors:

Timothy Zhu, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Ma, Tommy

Title:

TESTING THE USABILITY AND CONDUCTING THE PROOF OF CONCEPTS OF THE DECENTRALIZED IDENTITY THROUGH THE USE OF DISTRIBUTED LEDGER TECHNOLOGY WITH REAL CASE ANALYSIS WITHIN UNIVERSITIES

Area of Honors:

Information Sciences and Technology

Keywords:

DID

File:

Download Final_Thesis_PDF.pdf

Thesis Supervisors:

Jack Carroll, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Rubin, Noah

Title:

Experiments with Manual and Automated Content Analysis of Student Writing

Area of Honors:

Computer Science

Keywords:

summary
annotation
nlp

File:

Download Rubin_Noah_Experiments_with_Manual_and_Automated_Content_Analysis_of_Student_Writing.pdf

Thesis Supervisors:

Rebecca Jane Passonneau, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Dukewich, John

Title:

Syntax Hightlighting For Unsafe C API Usage

Area of Honors:

Computer Science

Keywords:

syntax highlighting
static analysis tool
secure C programming

File:

Download dukewich_thesis.pdf

Thesis Supervisors:

Trent Ray Jaeger, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Scott, Paul

Title:

Automated Analysis of Information Flow Enforcement in PHP Program

Area of Honors:

Computer Science

Keywords:

HotCRP
Taint Analysis
Information Flow

File:

Download pscott_thesis.pdf

Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
Rebecca Jane Passonneau, Thesis Honors Advisor

Author:

Bullington, Michael

Title:

Performance Analysis of WebAssembly and JavaScript Engines for Common Geospatial Algorithms

Area of Honors:

Computer Science

Keywords:

geospatial
webassembly
javascript
compilers
llvm
web

File:

Download GeospatialWASM.pdf

Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
Jesse Louis Barlow, Thesis Honors Advisor

Author:

Yang, Andrew

Title:

Exploring Timing Channels in Differentially Private Libraries

Area of Honors:

Computer Science

Keywords:

differential privacy
timing channels
cybersecurity
computer science

File:

Download Honors_Thesis_Final.pdf

Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

Author:

Smith, Jacob C

Title:

Improving Meta-Learning Performance Through Task Sampling Techniques

Area of Honors:

Computer Science

Keywords:

Machine Learning
Meta-Learning

File:

Download JacobSmithHonorsThesisFinal.pdf

Thesis Supervisors:

Mehrdad Mahdavi, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Coelho, Anthony

Title:

Indoor Scene Category Merging Using a Modified Davies-Bouldin Index

Area of Honors:

Computer Science

Keywords:

Machine Learning
Silhouette Index
Davies-Bouldin Index
Centroid Based Concept Learning
Category Merging

File:

Download AnthonyCoelhoSchreyerHonorsThesis.pdf

Thesis Supervisors:

Alan Richard Wagner, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Arora, Saksham

Title:

A Comprehensive Analysis of Unresolved Issues and Resource Management in Serverless Computing Environments

Area of Honors:

Computer Science

Keywords:

Serverless
Resource Management
Serverless Computing
Cloud Computing
FaaS
AWS Lambdas
Containers
Virtual Machines

File:

Download TheFutureOfServerlessComputingHonorsThesis.pdf

Thesis Supervisors:

Bhuvan Narendra Urgaonkar, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Chen, Jiawei

Title:

Three commercial-relevant application of NLP to Chinese

Area of Honors:

Computer Science

Keywords:

natural language processing

File:

Download JiaweiChen_SchreyerThesis_2021.pdf

Thesis Supervisors:

Rebecca Jane Passonneau, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Jugan, Brendan

Title:

Generative Adversarial Networks and Data Starvation

Area of Honors:

Computer Science

Keywords:

generative adversarial networks
data starvation
deep learning
generative modeling

File:

Download Jugan_Brendan_GANs_and_Data_Starvation.pdf

Thesis Supervisors:

Patrick Drew Mcdaniel, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Millward, Andrew

Title:

L2-UniFrac

Area of Honors:

Computer Science

Keywords:

UniFrac
Bioinformatics
Comparative Metagenomics
Representative Microbiome
Distance Metric
Differential Abundance

File:

Download L2_Unifrac-Andrew_Millward-Schreyer.pdf

Thesis Supervisors:

David Koslicki, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
Paul Medvedev, Faculty Reader

Author:

Chen, Qiyu

Title:

improving evidence retrieval for open domain question answering on tables and text

Area of Honors:

Computer Science

Keywords:

Open Domain Question Answering
OTT-QA

File:

Download Improving_Evidence_Retrieval_for_Open_Domain_Question_Answering_on_Tables_and_Text.pdf

Thesis Supervisors:

Rui Zhang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Chun, Chaewan

Title:

Robust Image Classification based on Pixel Importance

Area of Honors:

Computer Science

Keywords:

adversarial attack
image analysis
machine learning
CNN
heatmap-based blurring
robustness

File:

Download Schreyer_Honors_Thesis_Chun.pdf

Thesis Supervisors:

Jia Li, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Paluda, Michael

Title:

Performance Study of General-Purpose GPU Computations Using Kernel Fusion

Area of Honors:

Computer Science

Keywords:

GPU
CUDA
KERNEL
DYNAMIC PARALLELISM

File:

Download thesis_final_draft.pdf

Thesis Supervisors:

Anand Sivasubramaniam, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Hertzog, Kenton

Title:

Mobility Management in Wireless Software Defined Networks

Area of Honors:

Computer Science

Keywords:

Multilevel security
Software-defined networks
Wireless networks
User Mobility

File:

Download Hertzog_Kenton_Mobility_Management_in_Software_Defined_Networks.pdf

Thesis Supervisors:

Thomas F La Porta, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Yu, Normen

Title:

FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

Area of Honors:

Computer Science

Keywords:

machine learning
fairness in AI
human machine interface

File:

Download Thesis-final.pdf

Thesis Supervisors:

G. Gary Tan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Xiong, Xinchang

Title:

ReLax: A Recourse Explanation Library in Jax

Area of Honors:

Computer Science

Keywords:

Algorithmic Recourse
ExplainableArtificial Intelligence
Interpretability
Counterfactual Explanation
Algorithmic Recourse
Explainable Artificial Intelligence

File:

Download Thesis__5_.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
C Lee Giles, Thesis Supervisor

Author:

Haffner, Jill

Title:

Applying Geneva Censorship Evasion Tool Against Private-Access WiFi Networks

Area of Honors:

Computer Science

Keywords:

censorship evasion
TCP/IP protocols
network security
WiFi security
genetic algorithms

File:

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Thesis Supervisors:

Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Gao, Allen

Title:

Enhancing Video Streaming Performance on Mobile Devices with Super Resolution

Area of Honors:

Computer Science

Keywords:

machine learning
mobile computation
video streaming
super resolution

File:

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Thesis Supervisors:

Guohong Cao, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Ye, Ziping

Title:

Dragon Defender: Runtime Threat Detection for Cellular Devices

Area of Honors:

Computer Science

Keywords:

Machine Learning
Intrusion Detection
Cellular Network

File:

Login to Download

Thesis Supervisors:

Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor

Author:

Patel, Aaryan

Title:

Formal verification of approximate differential privacy via the characteristic function

Area of Honors:

Computer Science

Keywords:

Differential Privacy
Formal Verification
Programming Languages

File:

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Thesis Supervisors:

Danfeng Zhang, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
John Joseph Hannan, Faculty Reader

Author:

Vatsal, Shivank

Title:

Haptic Feedback System for Percussive Elements in Music

Area of Honors:

Computer Science

Keywords:

Music
Audio Processing
Source Separation
Transformers
Nonnegative Matrix Factorization
Haptics
Decision Trees
Spectrograms
Onset Detection

File:

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Thesis Supervisors:

Vijaykrishnan Narayanan, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor