publications

  1. 2025
    Learning Graph Filters for Structure-Function Coupling based Hub Node Identification
    Meiby Ortiz-Bouza, Duc Vu, Abdullah Karaaslanli, and Selin Aviyente
    IEEE Transactions on Signal and Information Processing over Networks
  2. 2025
    Signed Graph Learning: Algorithms and Theory
    Abdullah Karaaslanli, Bisakh Banerjee, Tapabrata Maiti, and Selin Aviyente
    arXiv preprint
  3. 2025
    Identifying Adversarial Attacks in Crowdsourcing via Dense Subgraph Detection
    Abdullah Karaaslanli, Panagiotis A Traganitis, and Aritra Konar
    In ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  4. 2025
    Multiview graph learning with consensus graph
    Abdullah Karaaslanli, and Selin Aviyente
    IEEE Transactions on Signal and Information Processing over Networks
  5. 2023
    Dynamic Signed Graph Learning
    Abdullah Karaaslanli, and Selin Aviyente
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  6. 2023
    Multiple Signed Graph Learning for Gene Regulatory Network Inference
    Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, and Selin Aviyente
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  7. 2023
    Kernelized multiview signed graph learning for single-cell RNA sequencing data
    Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, and Selin Aviyente
    BMC bioinformatics
  8. 2022
    Simultaneous Graph Signal Clustering and Graph Learning
    Abdullah Karaaslanli, and Selin Aviyente
    In International Conference on Machine Learning (ICML)
  9. 2022
    Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection
    Selin Aviyente, and Abdullah Karaaslanli
    IEEE Signal Processing Magazine
  10. 2022
    scSGL: kernelized signed graph learning for single-cell gene regulatory network inference
    Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, and Tapabrata Maiti
    Bioinformatics
  11. 2022
    Community Detection in Multi-frequency EEG Networks
    Abdullah Karaaslanli, Meiby Ortiz-Bouza, Tamanna TK Munia, and Selin Aviyente
    arXiv
  12. 2021
    Graph Learning From Noisy and Incomplete Signals on Graphs
    Abdullah Karaaslanli, and Selin Aviyente
    In 2021 IEEE Statistical Signal Processing Workshop (SSP)
  13. 2021
    Community detection in dynamic networks: Equivalence between stochastic blockmodels and evolutionary spectral clustering
    Abdullah Karaaslanli, and Selin Aviyente
    IEEE Transactions on Signal and Information Processing over Networks
  14. 2021
    Multiview Graph Learning for single-cell RNA sequencing data
    Abdullah Karaaslanli, Satabdi Saha, Selin Aviyente, and Tapabrata Maiti
    bioRxiv
  15. 2020
    Constrained spectral clustering for dynamic community detection
    Abdullah Karaaslanli, and Selin Aviyente
    In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  16. 2019
    Strength Adjusted Multilayer Spectral Clustering
    Abdullah Karaaslanli, and Selin Aviyente
    In 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
  17. 2018
    Multi-modal brain tensor factorization: Preliminary results with AD patients
    Göktekin Durusoy, Abdullah Karaaslanli, Demet Yüksel Dal, Zerrin Yıldırım, and Burak Acar
    In International Workshop on Connectomics in Neuroimaging