| 2025 | ACSSC | Simultaneous Detection of Anomalous Nodes and Edges in Graphs. | Abdullah Karaaslanli, Selin Aviyente, Panagiotis A. Traganitis |
| 2025 | ICASSP | Identifying Adversarial Attacks in Crowdsourcing via Dense Subgraph Detection. | Abdullah Karaaslanli, Panagiotis A. Traganitis, Aritra Konar |
| 2024 | ACSSC | Identifying Anomalous Edges with Link Sampling and Consensus. | Abdullah Karaaslanli, Panagiotis A. Traganitis, Selin Aviyente |
| 2023 | ICASSP | Dynamic Signed Graph Learning. | Abdullah Karaaslanli, Selin Aviyente |
| 2023 | ICASSP | Multiple Signed Graph Learning for Gene Regulatory Network Inference. | Abdullah Karaaslanli, Satabdi Saha, Tapabrata Maiti, Selin Aviyente |
| 2022 | ICML | Simultaneous Graph Signal Clustering and Graph Learning. | Abdullah Karaaslanli, Selin Aviyente |
| 2020 | ICASSP | Constrained Spectral Clustering for Dynamic Community Detection. | Abdullah Karaaslanli, Selin Aviyente |
| 2018 | MICCAI | Multi-modal Brain Tensor Factorization: Preliminary Results with AD Patients. | Gktekin Durusoy, Abdullah Karaaslanli, Demet Yksel Dal, Zerrin Yildirim, Burak Acar |