| 2025 | ACSSC | Simultaneous Detection of Anomalous Nodes and Edges in Graphs. | Abdullah Karaaslanli, Selin Aviyente, Panagiotis A. Traganitis |
| 2025 | ACSSC | Meta-learning Gaussian Process Priors Using Non-stationary Spectral Features. | Yilang Zhang, Qin Lu, Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2025 | ICASSP | Identifying Adversarial Attacks in Crowdsourcing via Dense Subgraph Detection. | Abdullah Karaaslanli, Panagiotis A. Traganitis, Aritra Konar |
| 2024 | ACSSC | Online Canonical Correlation Analysis via Rayleigh-Ritz Projections. | Vassilis Kalantzis, Panagiotis A. Traganitis, Charilaos I. Kanatsoulis |
| 2024 | ACSSC | Identifying Anomalous Edges with Link Sampling and Consensus. | Abdullah Karaaslanli, Panagiotis A. Traganitis, Selin Aviyente |
| 2023 | ACSSC | Rayleigh-Ritz Based Updates of the Multilinear Singular Value Decomposition. | Vasileios Kalantzis, Panagiotis A. Traganitis |
| 2023 | ICASSP | Matrix Resolvent Eigenembeddings for Dynamic Graphs. | Vasileios Kalantzis, Panagiotis A. Traganitis |
| 2023 | ICASSP | Physics-Informed Transfer Learning for Voltage Stability Margin Prediction. | Manish Kumar Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis |
| 2022 | ACSSC | Identifying Dependent Annotators in Crowdsourcing. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2021 | ICASSP | Identifying Spammers to Boost Crowdsourced Classification. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2021 | ICDM | Detecting adversaries in Crowdsourcing. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2020 | ICASSP | Active Learning with Unsupervised Ensembles of Classifiers. | Panagiotis A. Traganitis, Dimitris Berberidis, Georgios B. Giannakis |
| 2017 | INFOCOM | Topology inference of multilayer networks. | Panagiotis A. Traganitis, Yanning Shen, Georgios B. Giannakis |
| 2016 | ACSSC | A randomized approach to large-scale subspace clustering. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2016 | CISS | Efficient subspace clustering of large-scale data streams with misses. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2015 | ACSSC | Large-scale subspace clustering using random sketching and validation. | Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis |
| 2015 | CISS | Spectral clustering of large-scale communities via random sketching and validation. | Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis |
| 2014 | ACSSC | Big data clustering via random sketching and validation. | Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis |