Skip Section Navigation

Publications

  1. Hippisley J, Seward L, Mete M. Methodological Comparison of Kolmogorov-Arnold Networks and Convolutional Neural Networks for EEG-Based Alzheimer's Disease Classification. 19th IEEE Dallas Circuits and Systems Conference 2026 (Submitted).
  2. Shymkiv D, Wang Z, Thornock B, Karpf A, Nunez C, Xiao Y. Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy: Numerical Methods vs Machine Learning. Optics Express. Vol. 33, Issue 18, pp. 39117-39129 (2025).
  3. Joseph J, Pudi A, Pota-Birkhoff T, Shymkiv D, Xiao Y. Inverse Design of Metasurfaces for Controlling Thermal Radiation [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  4. Choudhury S, Guha P, Behera P, Pandey S, Zheng Q, Medooru C. Investigating Demographic Bias in Medical Image Classification [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  5. Adhikari A, Pearson M, Sadu V, Nemkova P. Cross-Lingual Prompting Bias in LLM-Based Human Rights Classification [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  6. Frohman M, Ngo J, Meghashyam A, Kafui J, South J. Identification of Ligustrum Sinense (Chinese Privet) Using Deep Learning Models and UAV Imagery [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  7. Do K, Egriboyun P, Rayabarapu N, Song X, Anik A, Hong L. Integraing Real-Time Context into Language Models for Dynamic Response Generation [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  8. Hippisley J, Seward L, Mete M. Methodological Comparison of Convolutional Neural Networks and Kolmogorov-Arnold Networks for EEG Signal Classification [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  9. Messinger L, Jademi D, Avloniti I, Hartmann F. Classifying Cognates Using Transformers [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  10. Patel A, Arukuti Y, Besharatlou A, Yuan J. Unveiling Privacy Risks in LLMs [Poster]. UNT Research Day. October 2, 2025. Denton, Texas, USA.
  11. Shao D, Addagudi S, Cowles J, Jain A, D’Souza L, Gore S, Azad RK. RareNet: A Deep Learning Model for Rare Cancer Diagnosis. Sci Rep. 2025;15: 22732.
  12. Shymkiv D, Wang Z, Thornock B, Karpf A, Nunez C, Xiao Y. Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy: Numerical Methods vs Machine Learning. Conference on Lasers and Electro-Optics (CLEO). May 4-9, 2025. Long Beach, California, USA.
  13. Garrigus J, Bouchard T, Zhang A, Habis F, Wang Y. Enhancing Graph-Neural-Network Prediction of Defect Formation Energies - Using Transfer Learning on Large Datasets of Crystal Formation Energies. 2025 MRS Spring meeting & Exhibit. April 7-11, 2025. Seattle, Washington, USA.
  14. Bouchard T, Zhang A, Garrigus J, Wang Y. Applying Transfer Learning to Graph Neural Networks for Predicting Defect Formation Energies. APS Global Physics Summit 2025. March 16-21, 2025. Anaheim, California, USA.
  15. Charbeneau K, Mandaloju T, Phatak K, Ding J. Leveraging Large Language Models for Automated Software Requirements Specifications [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  16. Koirala A, Patel R, Goud N, Yuan J. Calibrated Recommendations System [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  17. Bouchard T, Zhang A, Garrigus J, Habis F, Wang Y. Applying Transfer Learning to dGNN Models for Defect Formation Energy Predictions [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  18. Lozoya J, Salazar J, Jha P, Balusuguri D, Miller S, Schafer E. Determining Factors Contributing to Successful Hearing Aid Adoption and Continued Use [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  19. Miltenberger A, Saxena A, Vermulapalli B, Yang L. The Hotel Robot Debate on Twitter: A Social Network and Epistemic Network Analysis [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  20. Allen W, Marri S, Wang B, Mahadevan TS, Du J. Predicting Material Properties Using Molecular Dynamics and Quantitative Structure-Property Relationship [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  21. Chandi A, Mohning L, Kamarapu M, Coxe T, Azad R. Developing Classification Models with ESM-2: From Binary to Drug, Mechanism and Mobility [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  22. Li K, Tao R, Espinosa M, Roberts J, Xiao Y, Shymkiv D. Thermography: Depth Thermography with Physics-Driven AI [Poster]. UNT Research Day. October 4, 2024. Denton, Texas, USA.
  23. Bevara R, Wagenvoord I, Hosseini F, Sharma H, Nunna V, Xiao T. Census2Vec: Enhancing Socioeconomic Predictive Models with Geo-Embedded Data. The 10th Intelligent Systems Conference (IntelliSys). September 5-6, 2024. Amsterdam, The Netherlands.
  24. Haleem Y, Wagenvoord I, Wei Q, Xiao T, Shu T, Ji Y. Understanding Nationwide Power Outage and Restoration for Future Predication. The 7th Annual Smoky Mountains Computational Science and Enginnering Conference Data Challenge (SMCDC). August 29-31, 2023. Knoxville, Tennessee, USA.