@article{jiang_models_2025,
  author = {Jiang, Wenxin and Kim, Mingyu and Cheung, Chingwo and Kim, Heesoo and Thiruvathukal, George K. and Davis, James C.},
  title = {"I see models being a whole other thing": an empirical study of pre-trained model naming conventions and a tool for enhancing naming consistency},
  journal = {Empirical Software Engineering},
  year = {2025},
  doi = {10.1007/s10664-025-10711-4},
  url = {https://doi.org/10.1007/s10664-025-10711-4}
}

@article{luce_cnn_likert_2025,
  author = {Luce, J. and Yunker, A. and Keeler, A. and Nguyen, H. and Dingillo, J. and Gros, S. A. A. and Block, A. M. and Darwish, N. H. and Bhandari, M. and Kang, H. and Beer, S. and Kettimuthu, R. and Thiruvathukal, G. K. and Roeske, J. C.},
  title = {Using a Convolutional Neural Network to Predict Physician Likert Score Assignments to Synthetic Medical Images},
  journal = {International Journal of Radiation Oncology Biology Physics},
  year = {2025},
  doi = {10.1016/j.ijrobp.2025.06.3444},
  url = {https://doi.org/10.1016/j.ijrobp.2025.06.3444}
}

@article{fahara_ojeda_exact_2025,
  author = {Fahara-Ojeda, G. S. and Tapia-Alarcon, L. A. and Villegas-Martinez, B. M. and Thiruvathukal, G. K. and Francisco Neto, A. and Gesing, S. and Battelle, T. and Stankovski, V. and Bocanegra-Garay, I. A. and Venegas-Gomez, A. and Escobedo-Alatorre, J. J. and Beltran-Vargas, R. A.},
  title = {Exact dynamics and Bloch oscillations in a non-Hermitian zigzag Glauber-Fock lattice},
  journal = {Physica A: Statistical Mechanics and its Applications},
  year = {2025},
  doi = {10.1016/j.physa.2025.130811},
  url = {https://doi.org/10.1016/j.physa.2025.130811}
}

@article{rai_digital_scholar_2026,
  author = {Rai, Abha and Ravi, Kristen E. and Singer, Jonathan B. and Sanchez-Gomez, Alix and Thiruvathukal, George K. and Pautsch, Erik},
  title = {The Digital Scholar: Artificial Intelligence in Social Work Research},
  journal = {Families in Society},
  year = {2026},
  doi = {10.1177/10443894251407365},
  url = {https://doi.org/10.1177/10443894251407365}
}

@article{rai_culturally_responsive_2026,
  author = {Rai, Abha and Held, Mary Lehman and Vidal de Haymes, Maria and Tarokh, Ali and Fro, Shakila and Farzam, Farzana and Levya Cea, Elisa and Sanchez Gomez, Alix and Juarez, Maddie and Thiruvathukal, George K. and Tallman, Paula},
  title = {Development of a Culturally Responsive Intervention for Stronger Communities},
  journal = {Families in Society},
  year = {2026},
  doi = {10.1177/10443894251332666},
  url = {https://doi.org/10.1177/10443894251332666}
}

@article{cutler_shape_cues_2026,
  author = {Cutler, Mikayla and Baumel, Luke and Tocco, Joseph and Friebel, William and Thiruvathukal, George K. and Baker, Nicholas},
  title = {Three-dimensional shape cues affect human and artificial recognition systems differently},
  journal = {PLOS One},
  year = {2026},
  doi = {10.1371/journal.pone.0338885},
  url = {https://doi.org/10.1371/journal.pone.0338885}
}

@article{peng_sysllmatic_2026,
  author = {Peng, Huiyun and Gupte, Arjun and Hasler, Ryan and Eliopoulos, Nicholas John and Ho, Chien-Chou and Mantri, Rishi and Deng, Leo and Laufer, Konstantin and Thiruvathukal, George K. and Davis, James C.},
  title = {SysLLMatic: Large language models are software system optimizers},
  journal = {Journal of Systems and Software},
  year = {2026},
  doi = {10.1016/j.jss.2026.112929},
  url = {https://doi.org/10.1016/j.jss.2026.112929}
}

@inproceedings{ahlgren_paravirt_2025,
  author = {Ahlgren, Isaac and Silva, Yasin N. and Chan-Tin, Eric and Thiruvathukal, George K. and Lee, Kyu In and Klingensmith, Neil},
  title = {PARAVIRT: Userland Containers for Mobile Systems},
  booktitle = {IEEE International Conference on Mobile Cloud Computing, Services, and Engineering},
  year = {2025},
  doi = {10.1109/MobileCloud66020.2025.00015},
  url = {https://doi.org/10.1109/MobileCloud66020.2025.00015}
}

@inproceedings{ahlgren_syncbleed_2025,
  author = {Ahlgren, Isaac and Shirsat, Rushikesh and Achkar, Omar and Thiruvathukal, George K. and Lee, Kyu In and Klingensmith, Neil},
  title = {Not-so-Secret Authentication: The SyncBleed Attacks and Defenses for Zero-Involvement Authentication Systems},
  booktitle = {IEEE International Conference on Cyber Security and Resilience},
  year = {2025},
  doi = {10.1109/CSR64739.2025.11130070},
  url = {https://doi.org/10.1109/CSR64739.2025.11130070}
}

@inproceedings{juarez_cyberbullying_2025,
  author = {Juarez, Maddie and Abdukhamidov, Eldor and Sandoval, Manuel and Nazari, Mujtaba and Hall, Deborah and Thiruvathukal, George K. and Abuhmed, Tamer and Silva, Yasin N. and Abuhamad, Mohammed},
  title = {Analyzing Adversarial Strategies and Countermeasures for Cyberbullying Detection},
  booktitle = {Social, Cultural, and Behavioral Modeling},
  year = {2025},
  doi = {10.1007/978-3-032-07715-8_9},
  url = {https://doi.org/10.1007/978-3-032-07715-8_9}
}

@inproceedings{chou_laddersym_2026,
  author = {Chou, Benjamin Shiue-Hal and Jajal, Purvish and Eliopoulos, Nick John and Davis, James C. and Thiruvathukal, George K. and Yun, Kristen Yeon-Ji and Lu, Yung-Hsiang},
  title = {LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection},
  booktitle = {International Conference on Learning Representations},
  year = {2026},
  eprint = {2510.08580},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=cizuvfyQXs}
}

@inproceedings{jajal_adaperceiver_2026,
  author = {Jajal, Purvish and Eliopoulos, Nick John and Chou, Benjamin Shiue-Hal and Thiruvathukal, George K. and Lu, Yung-Hsiang and Davis, James C.},
  title = {AdaPerceiver: Transformers with Adaptive Width, Depth, and Tokens},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2026},
  eprint = {2511.18105},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.18105}
}

@inproceedings{jajal_inference_alignment_2026,
  author = {Jajal, Purvish and Eliopoulos, Nick John and Chou, Benjamin Shiue-Hal and Thiruvathukal, George K. and Davis, James C. and Lu, Yung-Hsiang},
  title = {Inference-Time Alignment of Diffusion Models via Evolutionary Algorithms},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year = {2026},
  eprint = {2506.00299},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.00299}
}

@inproceedings{bisharat_llms_tla_2026,
  author = {Bisharat, Arslan and Ortiz, Brian and Spencer, Eric and Bhadauria, Khushboo and Wang, TaiNing and Thiruvathukal, George K. and Laufer, Konstantin and Abuhamad, Mohammed},
  title = {Can LLMs Write Correct TLA+ Specifications? Evaluating Natural-Language-to-TLA+ Generation},
  booktitle = {International Conference on Software Technologies},
  year = {2026},
  eprint = {2606.05792},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05792}
}

@inproceedings{spencer_tla_prover_2026,
  author = {Spencer, Eric and Bisharat, Arslan and Ortiz, Brian and Bhadauria, Khushboo and Nazari, Mujtaba and Wang, TaiNing and Thiruvathukal, George K. and Laufer, Konstantin and Abuhamad, Mohammed},
  title = {TLA-Prover: Verifiable TLA+ Specification Synthesis via Preference-Optimized Low-Rank Adaptation},
  booktitle = {International Conference on Software Technologies},
  year = {2026},
  eprint = {2606.06133},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.06133}
}

@inproceedings{pautsch_hpc_tutor_2025,
  author = {Pautsch, Erik and Han, Mengjiao and Insley, Joseph A. and Knowles, Janet and Mateevitsi, Victor A. and Rizzi, Silvio and Thiruvathukal, George K.},
  title = {An Interactive Agentic HPC Tutor for Lesson Planning, Teaching, and Assessment},
  booktitle = {SC Workshops / EduHPC},
  year = {2025},
  doi = {10.1145/3731599.3767386},
  url = {https://doi.org/10.1145/3731599.3767386}
}

@inproceedings{shimmi_vulnerability_reintroducing_2026,
  author = {Shimmi, Samiha and Synovic, Nicholas M. and Rahimi, Mona and Thiruvathukal, George K.},
  title = {Process-based Indicators of Vulnerability Re-Introducing Code Changes: An Exploratory Case Study},
  booktitle = {SVM 2026 / ICSE Workshop},
  year = {2026},
  doi = {10.1145/3786165.3788438},
  eprint = {2510.26676},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3786165.3788438}
}

@misc{patra_scipe_2025,
  author = {Patra, Abani and Thomas, Mary and Bou-Harb, Elias and Carver, Jeffrey and Guo, Yuebin and Kumar, Ratnesh and Langou, Julien and Lu, Guoyu and Patel, Vivak and Safronova, Marianna and Simpson, Isla and Chakravorty, Dhruva and Combs, Jane and Cui, Hantao and Prasad, Sushil and Rajib, Adnan and Rathbun, Susan and Saule, Erik and Sussman, Alan and Wang, Shaowen and Zhang, Sarina Zhe and Brown, Ben and Chandola, Varun and Crawford, Daniel and Foster, Ian and Hart, Dave and Heroux, Mike and Leung, Mary Ann and Lynch, Benjamin and Negrut, Dan and Panda, D. K. and Parashar, Manish and Struhl, Melissa Kline and Thiruvathukal, George K.},
  title = {2024 NSF CSSI-Cybertraining-SCIPE PI Meeting August 12 to 13, 2024, Charlotte, NC},
  year = {2025},
  eprint = {2507.04171},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.04171}
}

@misc{pautsch_agenthub_2025,
  author = {Pautsch, Erik and Singla, Tanmay and Kumar, Parv and Jiang, Wenxin and Peng, Huiyun and Hassanshahi, Behnaz and Laufer, Konstantin and Thiruvathukal, George K. and Davis, James C.},
  title = {AgentHub: A Registry for Discoverable, Verifiable, and Reproducible AI Agents},
  year = {2025},
  eprint = {2510.03495},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.03495}
}

@misc{kalu_operationalizing_2026,
  author = {Kalu, Kelechi G. and Rattan, Soham and Schorlemmer, Taylor R. and Thiruvathukal, George K. and Carver, Jeffrey C. and Davis, James C.},
  title = {Operationalizing Research Software for Supply Chain Security},
  year = {2026},
  eprint = {2601.20980},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.20980}
}

@misc{synovic_ptm_reuse_science_2026,
  author = {Synovic, Nicholas M. and Ryzka, Karolina and Vellucci Solari, Alessandra V. and Lyons, Kenny and Davis, James C. and Thiruvathukal, George K.},
  title = {An Empirical Investigation of Pre-Trained Deep Learning Model Reuse in the Scientific Process},
  year = {2026},
  eprint = {2603.13584},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.13584}
}

@misc{peng_beyond_local_2026,
  author = {Peng, Huiyun and Patil, Parth Vinod and Qiu, Antonio Zhong and Thiruvathukal, George K. and Davis, James C.},
  title = {Beyond Local Code Optimization: Multi-Agent Reasoning for Software System Optimization},
  year = {2026},
  eprint = {2603.14703},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.14703}
}

@misc{juarez_heyfriend_2026,
  author = {Juarez, Maddie and Rai, Abha and Ravi, Kristen E. and Delaney, Margaret C. and Olweean, Danny and Klingensmith, Eric and Banerjee, Swarnali and Klingensmith, Neil and Thiruvathukal, George K.},
  title = {HeyFriend Helper: A Conversational AI Web-App for Resource Access Among Low-Income Chicago Residents},
  year = {2026},
  eprint = {2603.25800},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.25800}
}

@misc{ye_lpcvc_2026,
  author = {Ye, Zihao and Lu, Yung-Hsiang and Hu, Xiao and Zhang, Shuai and Jing, Taotao and Li, Xin and Yao, Zhen and Lang, Bo and Zheng, Zhihao and Oh, Seungmin and Kang, Hankyul and Kang, Seunghun and Ryu, Jongbin and Chen, Kexin and Qi, Yuan and Thiruvathukal, George K. and Chuah, Mooi Choo},
  title = {Evaluation of Winning Solutions of 2025 Low Power Computer Vision Challenge},
  year = {2026},
  eprint = {2604.19054},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.19054}
}

@misc{sekharan_time_cs_ai_2026,
  author = {Sekharan, Chandra N. and Thiruvathukal, George K.},
  title = {Now's the Time: Computer Science Must Evolve to Emphasize Software and Systems Engineering with Artificial Intelligence (AI)},
  year = {2026},
  eprint = {2604.27230},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.27230}
}

@book{christopher_high_performance_java_2000,
  author = {Christopher, Thomas W. and Thiruvathukal, George K.},
  title = {High-Performance Java Platform Computing: Multithreaded and Networked Programming},
  publisher = {Prentice Hall and Sun Microsystems Press},
  year = {2000},
  isbn = {9780130161642},
  doi = {10.6084/m9.figshare.962958},
  url = {https://ecommons.luc.edu/cs_facpubs/3/},
  note = {Books (All Time); open PDF archived locally from Figshare/eCommons}
}

@book{thiruvathukal_web_programming_python_2002,
  author = {Thiruvathukal, George K. and Christopher, Thomas W. and Shafaee, John P.},
  title = {Web Programming in Python: Techniques for Integrating Linux, Apache, and MySQL},
  publisher = {Prentice Hall PTR},
  year = {2002},
  isbn = {9780130410658},
  doi = {10.6084/m9.figshare.13547990},
  url = {https://ecommons.luc.edu/cs_facpubs/267/},
  note = {Books (All Time); open PDF archived locally from Figshare/eCommons}
}

@book{thiruvathukal_core_xml,
  author = {Thiruvathukal, George K.},
  title = {Core XML},
  publisher = {Pearson Education},
  year = {2020},
  isbn = {9780130097163},
  url = {https://www.goodreads.com/author/list/413897.George_K_Thiruvathukal},
  note = {Books (All Time); catalog metadata lists a 2020 print-on-demand/reissue; original publication metadata not yet verified}
}

@book{lurigio_statistics_2026,
  author = {Lurigio, Arthur J. and Perry, Michael and Lutz, Nathan M. and Thiruvathukal, George K.},
  title = {Introduction to Statistics in Criminal Justice and Criminology: A Practical Approach to Calculating, Using, and Interpreting Data},
  publisher = {Wiley},
  year = {2026},
  isbn = {9781118559239},
  url = {https://www.wiley.com/en-us/-p-9781118559239}
}

@book{lu_recursion_2026,
  author = {Lu, Yung-Hsiang and Thiruvathukal, George K.},
  title = {Recursion: Mathematics and Python},
  publisher = {CRC Press},
  year = {2026},
  isbn = {9781032993183},
  url = {https://www.taylorfrancis.com/books/mono/10.1201/9781003676997/recursion-yung-hsiang-lu-george-thiruvathukal},
  note = {Books (All Time): eBook date 2026-08-20}
}

@book{lu_intermediate_c_2015,
  author = {Lu, Yung-Hsiang and Thiruvathukal, George K.},
  title = {Intermediate C Programming},
  edition = {2},
  publisher = {Routledge},
  year = {2015},
  isbn = {9781032189819},
  url = {https://www.routledge.com/Intermediate-C-Programming/Lu-Thiruvathukal/p/book/9781032189819},
  note = {Books (All Time): first published 2015; second edition copyright 2024}
}

@book{jones_codename_revolution_2012,
  author = {Jones, Steven E. and Thiruvathukal, George K.},
  title = {Codename Revolution: The Nintendo Wii Platform},
  publisher = {MIT Press},
  year = {2012},
  isbn = {9780262300537},
  url = {https://mitpress.mit.edu/9780262300537/codename-revolution/},
  note = {Books (All Time): eBook and hardcover published 2012-02-24; paperback ISBN 9780262553780 published 2024-12-17}
}

@book{carver_software_engineering_science_2016,
  editor = {Carver, Jeffrey C. and Chue Hong, Neil P. and Thiruvathukal, George K.},
  title = {Software Engineering for Science},
  publisher = {CRC Press},
  year = {2016},
  isbn = {9781498743853},
  url = {https://www.routledge.com/Software-Engineering-for-Science/Carver-ChueHong-Thiruvathukal/p/book/9780367574277},
  note = {Books (All Time): original publication 2016; copyright 2017; paperback ISBN 9780367574277 published 2020; eCommons record: https://ecommons.luc.edu/cs_facpubs/128/}
}

@book{thiruvathukal_low_power_cv_2022,
  editor = {Thiruvathukal, George K. and Lu, Yung-Hsiang and Kim, Jaeyoun and Chen, Yiran and Chen, Bo},
  title = {Low-Power Computer Vision: Improve the Efficiency of Artificial Intelligence},
  publisher = {CRC Press},
  year = {2022},
  isbn = {9780367755287},
  doi = {10.1201/9781003162810},
  url = {https://www.routledge.com/Low-Power-Computer-Vision-Improve-the-Efficiency-of-Artificial-Intelligence/Thiruvathukal-Lu-Kim-Chen-Chen/p/book/9780367755287},
  note = {Books (All Time): original publication 2022; paperback/reissue 2024-10-04; eCommons preview PDF listed but command-line download returned HTTP 403}
}

@misc{ieee_megatrends_2030_2026,
  author = {{IEEE Future Directions 2030 Technology Megatrends Committee}},
  title = {2030 Technology Megatrends},
  year = {2026},
  publisher = {IEEE},
  url = {https://engage.ieee.org/FD-Megatrends-2030.html},
  note = {Industry contribution; committee contributor includes George Thiruvathukal}
}

@misc{thiruvathukal_computing_history_2025,
  author = {Thiruvathukal, George K.},
  title = {Episodes in Computing History - Salon Talk},
  year = {2025},
  doi = {10.6084/m9.figshare.29632070},
  url = {https://doi.org/10.6084/m9.figshare.29632070}
}

@misc{thiruvathukal_jazz_scales_2025,
  author = {Thiruvathukal, George K.},
  title = {Jazz Scale Patterns with Abjad and Lilypond},
  year = {2025},
  doi = {10.6084/m9.figshare.29887028},
  url = {https://doi.org/10.6084/m9.figshare.29887028}
}

@misc{thiruvathukal_inclusive_mentoring_2025,
  author = {Thiruvathukal, George K.},
  title = {Inclusive Mentoring of Research Students},
  year = {2025},
  doi = {10.6084/m9.figshare.30501749},
  url = {https://doi.org/10.6084/m9.figshare.30501749}
}

@misc{thiruvathukal_abjad_lilypond_2026,
  author = {Thiruvathukal, George K.},
  title = {Composition using Python and Abjad/LilyPond: Life Beyond Notation Software},
  year = {2026},
  doi = {10.6084/m9.figshare.31827391},
  url = {https://doi.org/10.6084/m9.figshare.31827391}
}

@misc{thiruvathukal_introcs_python_2026,
  author = {Thiruvathukal, George K.},
  title = {Introduction to Computer Science in Python: Principles and Practice},
  year = {2026},
  url = {https://introcs-python.cs.luc.edu/},
  note = {Teaching work; public course site build dated 2026-06-18}
}

@misc{thiruvathukal_operating_systems_2026,
  author = {Thiruvathukal, George K.},
  title = {Introduction to Operating Systems: Principles and Practice},
  year = {2026},
  url = {https://os.cs.luc.edu/},
  note = {Teaching work; public course site update dated 2026-05-28}
}

@misc{thiruvathukal_jazz_patterns_2026,
  author = {Thiruvathukal, George K.},
  title = {Jazz Scales Practice / jazz-patterns},
  year = {2026},
  url = {https://jazz-scales.gkt.sh/},
  note = {Software/application work; requested host jazz-patterns.gkt.sh did not resolve during capture; related source project at https://github.com/gkthiruvathukal/jazz-patterns}
}

@misc{thiruvathukal_advising_checklist_2026,
  author = {Thiruvathukal, George K.},
  title = {Loyola CS Advising Checklist},
  year = {2026},
  url = {https://advising.cs.luc.edu/},
  note = {Software/application work; public app page last modified 2026-06-21}
}