Costin-Alexandru Deonise
CV

Publications

06 papers

Papers on differentiation, privacy, and language systems.

Six publications spanning scalable automatic differentiation, privacy-preserving machine learning, LLM-based language systems, and speech processing, listed newest first.

  1. Speaker-attributed meeting transcription refinement with constrained open-weight language models

    Costin-Alexandru Deonise, T.M. Coconu, Muhammad Bajwa, Cătălin Negru, B.C. Mocanu, Aniello Castiglione, Florin Pop

    01

    Future Generation Computer Systems (Elsevier)
    June 2026

  1. Homomorphic Encryption for Privacy-Preserving Machine Learning Inference

    Costin-Alexandru Deonise, A.M. Roangheși, L.I. Gheorghe, E. Simion, B.C. Mocanu, D. Țurcanu, Florin Pop

    02

    Annals of the Academy of Romanian Scientists, Series on Science and Technology and Information
    Vol. 18, No. 2, 2025

  2. Parallel and Distributed Computation of High-Order Derivatives in Neural Networks using Stochastic Taylor Derivative Estimator

    Costin-Alexandru Deonise, J. Kołodziej, Florin Pop

    03

    2025 24th RoEduNet Conference: Networking in Education and Research
    2025

  3. Stochastic Taylor Derivative Estimator for High-Order Differential Operators

    Costin-Alexandru Deonise, Florin Pop

    04

    Best Scientific Paper Most Impactful Paper

    UPB Students' Scientific Communications Session (SCSS 2025)
    2025

  1. Microphone Speaker Analysis: Audio Segmentation and Frequency Insights

    T.M. Coconu, Costin-Alexandru Deonise, C. Anghel, C. Negru, Florin Pop

    05

    Annals of the Academy of Romanian Scientists
    2024

  1. Improved Speech Activity Detection Model Using Convolutional Neural Networks

    Costin-Alexandru Deonise, T.M. Coconu, T. Rebedea, Florin Pop

    06

    2023 22nd RoEduNet Conference: Networking in Education and Research
    2023