publications

2025

  1. ICML
    UnHiPPO: Uncertainty-aware Initialization for State Space Models
    Marten Lienen, Abdullah Saydemir, and Stephan Günnemann
    In Proceedings of the 42nd International Conference on Machine Learning, 2025
  2. preprint
    Benchmarking Contextual Understanding for In-Car Conversational Systems
    Philipp Habicht, Lev Sorokin, Abdullah Saydemir, and 2 more authors
    2025

2024

  1. ICML
    Unfolding Time: Generative Modeling for Turbulent Flows in 4D
    Abdullah Saydemir, Marten Lienen, and Stephan Günnemann
    In AI for Science Workshop at the 41st International Conference on Machine Learning, 2024

2023

  1. ASE
    Genetic algorithms and heuristics hybridized for software architecture recovery
    Milad Elyasi, M Esad Simitcioğlu, Abdullah Saydemir, and 3 more authors
    Automated Software Engineering, 2023

2022

  1. ACM SAC
    HYGAR: a hybrid genetic algorithm for software architecture recovery
    Milad Elyasi, Muhammed Esad Simitcioğlu, Abdullah Saydemir, and 2 more authors
    In Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 2022

2021

  1. UYMS
    On the Use of Evolutionary Coupling for Software Architecture Recovery
    Abdullah Saydemir, Muhammed Esad Simitcioğlu, and Hasan Sözer
    In 15th Turkish National Software Engineering Symposium (UYMS), 2021