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Start Over Area of Honors Computer Science Year 2022 Thesis Supervisor Danfeng Zhang

1. Generative Adversarial Networks and Data Starvation

open_access

Open Access

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

2. L2-UniFrac

open_access

Open Access

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

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

open_access

Open Access

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

4. Robust Image Classification based on Pixel Importance

open_access

Open Access

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

5. Performance Study of General-Purpose GPU Computations Using Kernel Fusion

open_access

Open Access

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

6. Applying Geneva Censorship Evasion Tool Against Private-Access WiFi Networks

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Restricted (Penn State Only)

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:: Login to Download
Thesis Supervisors:: Syed Rafiul Hussain, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor