Multi-modal Brain Tensor Factorization: Preliminary Results with AD Patients. - Göktekin Durusoy; Abdullah Karaaslanli; Demet Yüksel Dal; Zerrin Yildirim; Burak Acar (CNI@MICCAI, 2018)

Strength Adjusted Multilayer Spectral Clustering. - Abdullah Karaaslanli; Selin Aviyente (MLSP, 2019)

Constrained Spectral Clustering for Dynamic Community Detection. - Abdullah Karaaslanli; Selin Aviyente (ICASSP, 2020)

Graph Learning From Noisy and Incomplete Signals on Graphs. - Abdullah Karaaslanli; Selin Aviyente (SSP, 2021)

Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering. - Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2021)

Simultaneous Graph Signal Clustering and Graph Learning. - Abdullah Karaaslanli; Selin Aviyente (ICML, 2022)

scSGL: kernelized signed graph learning for single-cell gene regulatory network inference. - Abdullah Karaaslanli; Satabdi Saha; Selin Aviyente; Tapabrata Maiti (Bioinform., 2022)

Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection. - Selin Aviyente; Abdullah Karaaslanli (IEEE Signal Process. Mag., 2022)

STADS: Spatial Transcriptomics to Aid Drug-reposition Recommendation. - Abdullah Karaaslanli; Ziyin Huang; Yijun Guo; Lana X. Garmire; Haodong Liang (BIBM, 2023)

Dynamic Signed Graph Learning. - Abdullah Karaaslanli; Selin Aviyente (ICASSP, 2023)

Multiple Signed Graph Learning for Gene Regulatory Network Inference. - Abdullah Karaaslanli; Satabdi Saha; Tapabrata Maiti; Selin Aviyente (ICASSP, 2023)

Kernelized multiview signed graph learning for single-cell RNA sequencing data. - Abdullah Karaaslanli; Satabdi Saha; Tapabrata Maiti; Selin Aviyente (BMC Bioinform., 2023)

Identifying Anomalous Edges with Link Sampling and Consensus. - Abdullah Karaaslanli; Panagiotis A. Traganitis; Selin Aviyente (IEEECONF, 2024)

Identifying Adversarial Attacks in Crowdsourcing via Dense Subgraph Detection. - Abdullah Karaaslanli; Panagiotis A. Traganitis; Aritra Konar (ICASSP, 2025)

Multiview Graph Learning With Consensus Graph. - Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Learning Graph Filters for Structure-Function Coupling Based Hub Node Identification. - Meiby Ortiz-Bouza; Duc Vu; Abdullah Karaaslanli; Selin Aviyente (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Signed Graph Learning: Algorithms and Theory. - Abdullah Karaaslanli; Bisakh Banerjee; Tapabrata Maiti; Selin Aviyente (CoRR, 2025)