personal infos

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  • Advisor : Dr. Qiang Ye
  • Research : Numerical Analysis, Natural Language Processing, Computer Vision, 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
Curriculum Vitae
University of Kentucky

Pogradec, AL

Pogradec, Albania

Pogradec, AL

Pogradec, Albania

Pogradec, AL

Pogradec, Albania

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 (Appearing soon!)

    ADVISORS: YuMing Zhang, Ph.D. & Qiang Ye, Ph.D

    COLLABORATORS: Yue Cao, M.S.

    Paper
  • 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