Articles, papers, presentations, and other materials authored by faculty from the Computer Science department of Loyola University Chicago's College of Arts & Sciences.
Submissions from 2023
Observing Human Mobility Internationally During COVID-19, Shane Allcroft, Mohammed Metwaly, Zachery Berg, Isha Ghodgaonkar, Fischer Bordwell, XinXin Zhao, Xinglei Liu, Jiahao Xu, Subhankar Chakraborty, Vishnu Banna, Akhil Chinnakotla, Abhinav Goel, Caleb Tung, Gore Kao, Wei Zakharov, David A. Shoham, George K. Thiruvathukal, and Yung-Hsiang Lu
Human Saliency-driven Patch-based Matching for Interpretable Post-mortem Iris Recognition, Aidan Boyd, Daniel Moreira, Andrey Kuehlkamp, Kevin Bowyer, and Adam Czajka
Unveiling Scientific Articles from Paper Mills with Provenance Analysis, João Phillipe Cardenuto, Daniel Moreira, and Anderson Rocha
The Age of Synthetic Realities: Challenges and Opportunities, João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda Andaló, Sébastien Marcel, and Anderson Rocha
Reusing Deep Learning Models: Challenges and Directions in Software Engineering, James C. Davis, Purvish Jajal, Wenxin Jiang, Taylor R. Schorlemmer, Nicholas Synovic, and George K. Thiruvathukal
Conversations with ChatGPT about C Programming: An Ongoing Study, James C. Davis, Yung-Hsiang Lu, and George K. Thiruvathukal
Assessing the Impact of a CSforALL Research-Practice Partnership Using the PROSPER Framework: A Case Study of the Chicago Alliance for Equity in Computer Science (CAFÉCS), Erin Henrick, Steven McGee, Ronald I. Greenberg, Dale Reed, Don Yanek, Lucia Dettori, and Haley Williamson
Evolution of Winning Solutions in the 2021 Low-Power Computer Vision Challenge, Xiao Hu, Ziteng Jiao, Ayden Kocher, Zhenyu Wu, Junjie Liu, James C. Davis, George K. Thiruvathukal, and Yung-Hsiang Lu
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry, Wenxin Jiang, Nicholas Synovic, Matt Hyattt, Taylor R. Schorlemmer, Rohan Sethi, Yung-Hisang Lu, George K. Thiruvathukal, and James C. Davis
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages, Wenxin Jiang, Nicholas Synovic, Purvish Jajal, Taylor R. Schorlemmer, Arav Tewari, Bhavesh Pareek, George K. Thiruvathukal, and James C. Davis
Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics, Nicholas Synovic, Matt Hyattt, Rohan Sethi, Sohini Thota, Shilpika, Allan J. Miller, Wenxin Jiang, Emmanuel S. Amobi, Austin Pinderski, Konstantin Läufer, Nicholas J. Hayward, Neil Klingensmith, James C. Davis, and George K. Thiruvathukal
Motif mining: Finding and summarizing remixed image content, William Theisen, Daniel Gonzalez Cedre, Zachariah Carmichael, Daniel Moreira, Tim Weninger, and Walter Scheirer
ACM/IEEE CS Curriculum Mapping Project - An Ongoing Study, George K. Thiruvathukal and Konstantin Laufer
On the Effectiveness of Image Manipulation Detection in the Age of Social Media, Rosaura VidalMata, Priscila Saboia, Daniel Moreira, Grant Jensen, Jason Schlessman, and Walter Scheirer
Technical Report: Global Prevalence Patterns of Anti-Asian Prejudice on Twitter During the COVID-19 Pandemic, Brittany Wheeler, Monika Purohit, Patrick Furman, Seong Jung, Maria Camila Barioni, Deborah Hall, and Yasin N. Silva
Submissions from 2022
Predicting Phishing Victimization: Roles of Protective and Vulnerable Strategies and Decision-Making Styles, Eric Chan-Tin, Loretta Stalans, Spencer Johnston, Daisy Reyes, and Shelia Kennison
Bias Mitigation for Toxicity Detection via Sequential Decisions, Lu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah Hall, and Huan Liu
Towards an Active Foveated Approach to Computer Vision, Dario Dematties, Silvio Rizzi, George K. Thiruvathukal, and Alejandro Javier Wainselboim
Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision, Abhinav Goel, Caleb Tung, Nick Eliopoulos, Xiao Hu, George K. Thiruvathukal, James C. Davis, and Yung-Hisang Lu
Tree-based Unidirectional Neural Networks for Low-Power Computer Vision, Abhinav Goel, Caleb Tung, Nick Eliopoulos, Amy Wang, Jamie C. Davis, George K. Thiruvathukal, and Yung-Hisang Lu
Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks, Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, and Yung-Hsiang Lu
Finding Approximate Pythagorean Triples (and Applications to LEGO Robot Building), Ronald I. Greenberg, Matthew Fahrenbacher, and George K. Thiruvathukal
A Labeled Dataset for Investigating Cyberbullying Content Patterns in Instagram, Mara Hamlett, Grace Powell, Yasin N. Silva, and Deborah Hall
SoftwareSystemsLaboratory/ssl-metrics, Matt Hyatt, Amy Kuhl, Jake Palmer, Rohan Sethi, Ethan Stoneman, Nicholas Synovic, Sohini Thota, and George K. Thiruvathukal
SoftwareSystemsLaboratory/ssl-metrics-git-bus-factor, Matt Hyatt, Nicholas Synovic, and George K. Thiruvathukal
SoftwareSystemsLaboratory/ssl-metrics-git-productivity, Matt Hyatt, Nicholas Synovic, and George K. Thiruvathukal
College teaching and AI, Leo Irakliotis
An Empirical Study of Artifacts and Security Risks in the Pre-trained Model Supply Chain, Wenxin Jiang, Nicholas Synovic, Rohan Sethi, Aryan Indarapu, Matt Hyattt, Taylor R. Schorlemmer, George K. Thiruvathukal, and James C. Davis
UnoAPI: Balancing Performance, Portability, and Productivity (P3) in HPC Education, Konstantin Laufer and George K. Thiruvathukal
Forensic Analysis of Synthetically Generated Western Blot Images, Sara Mandelli, Davide Cozzolino, Edoardo Cannas, João Phillipe Cardenuto, Daniel Moreira, Paolo Bestagini, Walter Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, and Edward Delp
Chicago Alliance For Equity in Computer Science, Steven McGee, Lucia Dettori, Ronald I. Greenberg, Andrew M. Rasmussen, Dale F. Reed, and Don Yanek
Phishing for Fun, Madeline Moran, Anna Hart, Loretta Stalans, Eric Chan-Tin, and Shelia Kennison
SILA: a system for scientific image analysis, Daniel Moreira, João Phillipe Cardenuto, Ruiting Shao, Sriram Baireddy, Davide Cozzolino, Diego Gragnaniello, Wael Abd-Almageed, Paolo Bestagini, Stefano Tubaro, Anderson Rocha, Walter Scheirer, Luisa Verdoliva, and Edward Delp
Image Provenance Analysis, Daniel Moreira, William Theisen, Walter Scheirer, Aparna Bharati, Joel Brogan, and Anderson Rocha
Using Magic to Teach Computer Programming, Dale F. Reed and Ronald I. Greenberg
DBSnap 2: New Features to Construct Database Queries by Snapping Blocks, Yasin N. Silva, Alexis Loza, and Humberto Razente
DBSnap-Eval: Identifying Database Query Construction Patterns, Yasin N. Silva, Alexis Loza, and Humberto Razente
Low-Power Computer Vision: Improve the Efficiency of Artificial Intelligence, George K. Thiruvathukal, Yung-Hisang Lu, Jaeyoun Kim, Yiran Chen, and Bo Chen
Efficient Computer Vision for Embedded Systems, George K. Thiruvathukal and Yung-Hsiang Lu
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision, Caleb Tung, Abhinav Goel, Xiao Hu, Nick Eliopoulos, Emmanuel Amobi, George K. Thiruvathukal, Vipin Chaudhary, and Yung-Hisang Lu
Establishing Trust in Vehicle-to-Vehicle Coordination: A Sensor Fusion Approach, Jakob Veselsky, Jack West, Isaac Ahlgren, George K. Thiruvathukal, Neil Klingensmith, Abhinav Goel, Wenxin Jiang, James C. Davis, Kyuin Lee, and Younghyun Kim
Establishing Trust in Vehicle-to-Vehicle Coordination: A Sensor Fusion Approach, Jakob Veselsky, Jack West, Isaac Ahlgren, George K. Thiruvathukal, Neil Klingensmith, Abhinav Goel, Wenxin Jiang, James C. Davis, Kyuin Lee, and Younghyun Kim
Comparing Online Surveys for Cybersecurity: SONA and Mturk, Anne Wagner, Anna Bakas, Shelia Kennison, and Eric Chan-Tin
The Personalities of Social Media Posts and Photos, Anne Wagner, Anna Bakas, Daisy Reyes, Shelia Kennison, and Eric Chan-Tin
Are You Really Muted?: A Privacy Analysis of Mute Buttons in Video Conferencing Apps, Yucheng Yang, Jack West, George K. Thiruvathukal, Neil Klingensmith, and Kassem Fawaz
Submissions from 2021
AdvEdge: Optimizing Adversarial Perturbations against Interpretable Deep Learning, Eldor Abdukhamidov, Mohammed Abuhamad, Firuz Juraev, Eric Chan-Tin, and Tamer Abuhmed
Impact of Personality Types and Matching Messaging on Password Strength, Anna Bakas, Anne Wagner, Spencer Johnston, Shelia Kennison, and Eric Chan-Tin
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors, Vishnu Banna, Akhil Chinnakotla, Zhengxin Yan, Anirudh Vegesana, Naveen Vivek, Kruthi Krishnappa, Wenxin Jiang, Yung-Hisang Lu, George Thiruvathukal, and James C. Davis
Automated Discovery of Network Cameras in Heterogeneous Web Pages, Ryan Dailey, Aniesh Chawla, Andrew Liu, Sripath Mishra, Ling Zhang, Josh Majors, Yung-Hisang Lu, and George K. Thiruvathukal
Research-Practice Partnership Strategies to Conduct and Use Research to Inform Practice, Erin Henrick, Steven McGee, Lucia Dettori, Troy Williams, Andrew M. Rasmussen, Don Yanek, Ronald I. Greenberg, and Dale Reed
Establishing Suitable Metrics to Encourage Broader Use of Atomic Requirements, William L. Honig
Requirements Metrics - A Working List, William L. Honig
SSL Metrics Datasets, Matt Hyatt, Amy Kuhl, Jake Palmer, Rohan Sethi, Nicholas Synovic, George K. Thiruvathukal, and Sohini Thota
Predicting the Adoption of Password Managers: A Tale of Two Samples, Shelia Kennison and D. Eric Chan-Tin
Nudging Students to Use Stronger Passwords: A Test of Big Five Personality-Based Messages, Shelia Kennison and Eric Chan-Tin
Who creates strong passwords when nudging fails, Shelia M. Kennison, Ian T. Jones, Victoria H. Spooner, and D. Eric Chan-Tin
Shape-Based Classification of Partially Observed Curves, With Applications to Anthropology, Gregory J. Matthews, Karthik Bharath, Sebastian Kurtek, Juliet K. Brophy, George K. Thiruvathukal, and Ofer Harel
Chicago Alliance For Equity in Computer Science, Steven McGee, Lucia Dettori, Ronald I. Greenberg, Andrew M. Rasmussen, Dale F. Reed, and Don Yanek
Tweets R Us: Predicting Personality from Language and Emoji Use on Twitter, Maxwell Meckling, Sarah Shoup, D. E. Chan-Tin, and Shelia Kennison
SoftwareSystemsLaboratory/ssl-metrics-git-commits-loc, Nicholas Synovic and George K. Thiruvathukal
SoftwareSystemsLaboratory/ssl-metrics-github-issues, Nicholas Synovic and George K. Thiruvathukal
Leveraging New Data Sources to Analyze the Risk of COVID-19 in Crowded Locations., George Thiruvathukal
A Comparison of SONA and MTurk for Cybersecurity Surveys, Anne Wagner, Anna Bakas, Shelia Kennison, and Eric Chan-Tin
Moonshine: An Online Randomness Distiller for Zero-Involvement Authentication, Jack West, Kyuin Lee, Suman Banerjee, Younghyun Kim, George K. Thiruvathukal, and Neil Klingensmith
Submissions from 2020
Addressing Rogue Vehicles by Integrating Computer Vision, Activity Monitoring, and Contextual Information, Brook Abegaz, David Chan-Tin, Neil Klingensmith, and George K. Thiruvathukal
Observing human behavior through worldwide network cameras., Sara Aghajanzadeh, Andrew T. Jebb, Yifan Li, Yung-Hsiang Lu, and George K. Thiruvathukal
Camera Placement Meeting Restrictions of Computer Vision, Sara Aghajanzadeh, Roopasree Naidu, Shuo-Han Chen, Caleb Tung, Abhinav Goel, Yung-Hsiang Lu, and George K. Thiruvathukal
A Real-Time Feature Indexing System on Live Video Streams, Aditya Chakraborty, Akshay Pawar, Hojoung Jang, Shunqiao Huang, Sripath Mishra, Shuo-Han Chen, Yuan-Hao Chang, George K. Thiruvathukal, and Yung-Hsiang Lu
More Realistic Website Fingerprinting Using Deep Learning, Weiqi Cui, Tao Chen, and Eric Chan-Tin
Towards High-End Scalability on Bio-Inspired Computational Models, Dario Dematties, Silvio Rizzi, and George K. Thiruvathukal
A Computational Theory for the Emergence of Grammatical Categories in Cortical Dynamics, Dario Dematties, Silvio Rizzi, George K. Thiruvathukal, Mauricio D. Perez, Alejandro Javier Wainselboim, and Bonifacio Silvano Zanutto
Towards High-End Scalability on Biologically-Inspired Computational Models, Dario Dematties, George K. Thiruvathukal, Silvio Rizzi, Alejandro Wainselboim, and Bonifacio Silvano Zanutto
Computer Science through Concurrent Enrollment: A Strategy to Broaden Participation, Renee Fall, Seth Freeman, Ronald I. Greenberg, Dan Kaiser, and Nigamanth Sridhar
Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras, isha Ghodgaonkar, Abhinav Goel, Fischer Bordwell, Caleb Tung, Sara Aghajanzadeh, Noah Curran, Ryan Chen, Kaiwen Yu, Sneha Mahapatra, Vishnu Banna, Gore Kao, Kate Lee, Xiao Hu, Nick Elliopolous, Akhil Chinnakotla, Damini Rijhwani, Ashley Kim, Aditya Chakraborty, Mark Daniel Ward, Yung-Hsiang Lu, and George K. Thiruvathukal
Modular Neural Networks for Low-Power Image Classification on Embedded Devices, Abhinav Goel, Sara Aghajanzadeh, Caleb Tung, Shuo-Han Chen, George K. Thiruvathukal, and Yung-Hisang Lu
Using Network Cameras to Observe COVID-19 Social Distancing, Abhinav Goel, Aditya Chakraborty, Akhil Chinnakotla, Ashley Kim, Caleb Tung, Damini Rijhwani, Fischer Bordwell, Gore Kao, Isha Ghodgaonkar, Kate Lee, Nick Eliopoulos, Sara Aghajanzadeh, Sneha Mahapatra, Sripath Mishra, Wei Zakharov, George K. Thiruvathukal, and Yung-Hisang Lu
Low-Power Object Counting with Hierarchical Neural Networks, Abhinav Goel, Caleb Tung, Sara Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, and Yung-Hisang Lu
A Survey of Methods for Low-Power Deep Learning and Computer Vision, Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, and George K. Thiruvathukal
The Impact of CS for All on College Placement in Computer Science, Ronald I. Greenberg, Julie Medero, Samuel A. Rebelsky, Frances P. Trees, and Dale Reed
Crowdsourcing Detection of Sampling Biases in Image Datasets, Xiao Hu, Haobo Wang, Anirudh Vegesana, Somesh Dube, Kaiwen Yu, Gore Kao, Shuo-Han Chen, Yung-Hsiang Lu, George K. Thiruvathukal, and Ming Yin
Taking Risks with Cybersecurity: Using Knowledge and Personal Characteristics to Predict Self-Reported Cybersecurity Behaviors, Shelia Kennison and Eric Chan-Tin
ivPair: context-based fast intra-vehicle device pairing for secure wireless connectivity, Kyuin Lee, Neil Klingensmith, Dong He, Suman Banerjee, and Younghyun Kim
Chicago Alliance For Equity in Computer Science, Steven McGee, Lucia Dettori, Ronald I. Greenberg, Andrew M. Rasmussen, Dale F. Reed, and Don Yanek
The Changing Profile of ECS Teachers, Steven McGee, Lucia Dettori, Ronald I. Greenberg, Andrew M. Rasmussen, Dale F. Reed, and Don Yanek
Does a Computer Science Graduation Requirement Contribute to Increased Enrollment in Advanced Computer Science Coursework?, Steven McGee, Randi McGee-Tekula, Jennifer Duck, Lucia Dettori, Ronald I. Greenberg, Andrew M. Rasmussen, Erica Wheeler, and Adam Shelton
Using personality-based messages to nudge students into using strong passwords, Victoria Spooner, Ian Jones, Eric Chan-Tin, and Shelia Kennison
FLIC: A Distributed Fog Cache for the Internet of Things, Jack West
FLIC: A Distributed Fog Cache for City-Scale Applications, Jack West, Neil Klingensmith, and George K. Thiruvathukal
FLIC: A Distributed Fog Cache for City-Scale Applications, Jack West, Neil Klingensmith, and George K. Thiruvathukal
VoltKey: Using Power Line Noise for Zero-Involvement Pairing and Authentication (Demo Abstract), Jack West, Tien VoNguyen, Isaac Ahlgren, Iryna Motyashok, George K. Thiruvathukal, and Neil Klingensmith
Submissions from 2019
Low-Power Computer Vision: Status, Challenges, Opportunities, Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Fang, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong Gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, and Shaojie Zhuo
Giving software its due through community-driven review and publication, Lorena Barba, Juanjo Bazán, Jed Brown, Roman Guimera, Melissa Gymrek, Alex Hanna, Lindsey Heagy, Kathryn D. Huff, Daniel Katz, Christopher Madan, Kevin Moerman, Kyle Niemeyer, Jack L. Poulson, Pjotr Prins, Karthik Ram, Ariel Rokem, Arfon M. Smith, George K. Thiruvathukal, Kristen Thyng, Leonardo Uieda, Bruce Wilson, and Yo Yehudi
An analysis on the effect of wear on bovid tooth identification, Juliet K. Brophy, Gregory J. Matthews, and George K. Thiruvathukal
Measuring Tor Relay Popularity, Tao Chen, Weiqi Cui, and Eric Chan-Tin
Efficient, Effective, and Realistic Website Fingerprinting Mitigation, Weiqi Cui, Jiangmin Yu, Yanmin Gong, and David Chan-Tin
Phonetic acquisition in cortical dynamics, a computational approach, Dario Dematties, Silvio Rizzi, George K. Thiruvathukal, Alejandro Wainselboim, and B. Silvano Zanutto
Experimental Results and Appendices: Cortical Spectro-Temporal Model (CSTM)., Dario Dematties, George K. Thiruvathukal, Silvio Rizzi, Alejandro Javier Wainselboim, and Bonifacio Silvano Zanutto
Datasets used to train and test the Cortical Spectro-Temporal Model (CSTM), Dario Dematties, George K. Thiruvathukal, Silvio Rizzi, Alejandro Javier Wainselboim, and Bonifacio Silvano Zanutto
Neurocomputational cortical memory for spectro-temporal phonetic abstraction., Dario Dematties, George K. Thiruvathukal, Silvio Rizzi, Alejandro Javier Wainselboim, and Bonifacio Silvano Zanutto
Soul of CAFECS, Lucia Dettori, Steven McGee, Ron Greenberg, Dale Reed, Don Yanek, and Andrew Rasmussen
