personal infos
- College : University of Kentucky
- Department : Mathematics
- Office : Patterson Office Tower 718
- City : Lexington
- State : Kentucky
- Advisor : Dr. Qiang Ye
- Research : Numerical Analysis, Natural Language Processing, Computer Vision, Information Retrieval, Causal Inference, Generative AI, GAN, LLM, Audio, Speech, Continual Learning, Adversarial Machine Learning, Optimal Transport, HD Computing, Model Predictive Control & Drug Design
- Email : edison.mucllari@uky.edu
- Hobbies : Soccer, Chess, reading, traveling
Pogradec, AL
Pogradec, AL
Pogradec, AL
Publications & Projects
-
2024
Orthogonal Gated Recurrent Unit with Neumann-Cayley TransformationUniversity of Kentucky
Neural Computation Journal
ADVISORS: Duc Nguyen, Ph.D. & Qiang Ye, Ph.D
COLLABORATORS: Vasily Zadorozhnyy, M.S. & Cole Pospisil, M.S.
Paper Code -
2024
Modeling Imaged Welding Process Dynamic Behaviors Using GAN for a New Foundation to Monitor Weld Penetration Using Deep LearningUniversity of Kentucky
Journal of Manufacturing Processes
ADVISORS: YuMing Zhang, Ph.D. & Qiang Ye, Ph.D
COLLABORATORS: Yue Cao, M.S.
Paper Code -
2025
Noise-Tolerant Coreset-Based Class Incremental Continual LearningSRI International
arXiv
ADVISORS: Zachary Daniels, Ph.D.
COLLABORATORS: Aswin Raghavan, Ph.D.
arXiv
-
2023
Novel Molecular Representation using Neumann-Cayley Orthogonal GRUUniversity of Kentucky
Journal of Chemical and Modeling Information
ADVISORS: Duc Nguyen, Ph.D. & Qiang Ye, Ph.D
COLLABORATORS: Vasily Zadorozhnyy, M.S.
Paper Code -
2023
Do We Need a New Foundation to Use Deep Learning to Monitor Weld Penetration?University of Kentucky
IEEE Robotics and Automation Letters
ADVISORS: YuMing Zhang, Ph.D. & Qiang Ye, Ph.D
COLLABORATORS: Rui Yu, M.S. & Yue Cao, M.S.
Paper -
2025
Compact Recurrent Transformer with Persistent MemorySRI International + University of Kentucky
arXiv
ADVISORS: Qiang Ye, Ph.D. & David Zhang, Ph.D.
COLLABORATORS: Zachary Daniels, Ph.D.
arXiv