| 2025 | ACSSC | Simultaneous Detection of Anomalous Nodes and Edges in Graphs. | Abdullah Karaaslanli, Selin Aviyente, Panagiotis A. Traganitis |
| 2024 | ACSSC | Multiview Graph Learning Based on Node Perturbation Model. | Mohammad A. Al-Wardat, Selin Aviyente |
| 2024 | ACSSC | Identifying Anomalous Edges with Link Sampling and Consensus. | Abdullah Karaaslanli, Panagiotis A. Traganitis, Selin Aviyente |
| 2024 | ACSSC | Contrastive Principal Component Analysis in the Time-Frequency Domain for EEG Data Reduction. | Nathan Marchywka, Selin Aviyente |
| 2024 | ICASSP | Spatiotemporal Group Anomaly Detection via Graph Total Variation on Tensors. | Mert Indibi, Selin Aviyente |
| 2024 | ICASSP | Subgroup Identification Through Multiplex Community Structure Within Functional Connectivity Networks. | Hanlu Yang, Meiby Ortiz-Bouza, Trung Vu, Francisco Laport, Vince D. Calhoun, Selin Aviyente, Tlay Adali |
| 2023 | ICASSP | Tensor Low Rank Column-Wise Compressive Sensing for Dynamic Imaging. | Silpa Babu, Selin Aviyente, Namrata Vaswani |
| 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 |
| 2023 | ICASSP | Variability of Functional Connectomes Through Community Structure. | Brooke Osterkamp, Meiby Ortiz-Bouza, Selin Aviyente |
| 2022 | ACSSC | Community Detection in Attributed Networks Using Graph Wavelets. | Meiby Ortiz-Bouza, Selin Aviyente |
| 2022 | ICASSP | Orthogonal Nonnegative Matrix Tri-Factorization for Community Detection in Multiplex Networks. | Meiby Ortiz-Bouza, Selin Aviyente |
| 2022 | ICML | Simultaneous Graph Signal Clustering and Graph Learning. | Abdullah Karaaslanli, Selin Aviyente |
| 2021 | ICASSP | Granger Causality Based Directional Phase-Amplitude Coupling Measure. | Tamanna T. K. Munia, Selin Aviyente |
| 2021 | ICASSP | Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. | Seyyid Emre Sofuoglu, Selin Aviyente |
| 2020 | ICASSP | Constrained Spectral Clustering for Dynamic Community Detection. | Abdullah Karaaslanli, Selin Aviyente |
| 2020 | ICASSP | Matching Pursuit Based Dynamic Phase-Amplitude Coupling Measure. | Tamanna T. K. Munia, Selin Aviyente |
| 2020 | ICASSP | Graph Regularized Tensor Train Decomposition. | Seyyid Emre Sofuoglu, Selin Aviyente |
| 2019 | ICASSP | Low-rank Estimation Based Evolutionary Clustering for Community Detection in Temporal Networks. | Esraa Al-Sharoa, Mahmood Al-khassaweneh, Selin Aviyente |
| 2019 | ICASSP | A Time-frequency Based Multivariate Phase-amplitude Coupling Measure. | Tamanna T. K. Munia, Selin Aviyente |
| 2019 | ICASSP | Tensor-Train Discriminant Analysis. | Seyyid Emre Sofuoglu, Selin Aviyente |
| 2018 | ICASSP | Functional Connectivity States of the Brain Using Restricted Boltzmann Machines. | Zeynep Kahraman, Selin Aviyente |
| 2017 | ICASSP | A tensor based framework for community detection in dynamic networks. | Esraa Al-sharoa, Mahmood Al-khassaweneh, Selin Aviyente |
| 2017 | ICASSP | Structured dictionary learning for sparse common component and innovation model. | Arash Golibagh Mahyari, Selin Aviyente |
| 2017 | ICASSP | Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis. | Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente |
| 2017 | ICASSP | Dynamic Graph Fourier Transform on temporal functional connectivity networks. | Marisel Villafane-Delgado, Selin Aviyente |
| 2016 | ACSSC | Multiscale tensor decomposition. | Alp Ozdemir, Mark A. Iwen, Selin Aviyente |
| 2016 | ICASSP | Online low-rank + sparse structure learning for dynamic network tracking. | Alp Ozdemir, Selin Aviyente |
| 2016 | ICASSP | Functional connectivity brain network analysis through network to signal transform based on the resistance distance. | Marisel Villafane-Delgado, Selin Aviyente |
| 2014 | ACSSC | Fourier transform for signals on dynamic graphs. | Arash Golibagh Mahyari, Selin Aviyente |
| 2014 | ACSSC | Graph wavelet transform: Application to image segmentation. | Alp Ozdemir, Selin Aviyente |
| 2014 | ACSSC | Effective connectivity in FMRI from mutual prediction approach. | Marisel Villafane-Delgado, Selin Aviyente |
| 2014 | ICASSP | Identification of dynamic functional brain network states through tensor decomposition. | Arash Golibagh Mahyari, Selin Aviyente |
| 2014 | IECON | Discovering the hidden health states in bearing vibration signals for fault prognosis. | Rodney K. Singleton, Elias G. Strangas, Selin Aviyente |
| 2013 | ACSSC | A multi-scale energy detector for anomaly detection in dynamic networks. | Arash Golibagh Mahyari, Selin Aviyente |
| 2013 | ICASSP | Hyperspherical phase synchrony measure for quantifying global synchronization in the brain. | Ali Yener Mutlu, Selin Aviyente |
| 2013 | ICASSP | Subspace analysis for characterizing dynamic functional brain networks. | Ali Yener Mutlu, Selin Aviyente |
| 2011 | ACSSC | Identifying multivariate EEG synchronization networks through multiple subject community detection. | Marcos E. Bolanos, Ali Yener Mutlu, Selin Aviyente, Edward M. Bernat |
| 2011 | ICASSP | Quantifying the functional importance of neuronal assemblies in the brain using Laplacian Hckel graph Energy. | Marcos E. Bolanos, Selin Aviyente |
| 2011 | ICASSP | Multichannel EEG analysis based on multi-scale multi-information. | Ying Liu, Selin Aviyente |
| 2011 | ICASSP | Time-lagged Directed Information. | Ying Liu, Selin Aviyente |
| 2011 | ICASSP | Joint frequency spectral lag representation for cross-frequency modulation analysis in the brain. | Ali Yener Mutlu, Selin Aviyente |
| 2010 | ICASSP | Identifying functional clusters in the brain using phase synchrony. | Marcos E. Bolanos, Selin Aviyente, Edward M. Bernat |
| 2010 | ICASSP | Directed network inference using a measure of directed information. | Ying Liu, Selin Aviyente |
| 2008 | ICASSP | Multiple trial processing of multivariate phase synchronization in brain signals. | Westley Evans, Selin Aviyente |
| 2008 | ICASSP | Underdetermined source separation of EEG signals in the time-frequency domain. | Zeyong Shan, Jacob Swary, Selin Aviyente |
| 2007 | ICASSP | A Time-Varying Phase Coherence Measure for Quantifying Functional Integration in the Brain. | Selin Aviyente, Westley Evans, Edward M. Bernat, Scott R. Sponheim |
| 2007 | ICASSP | Underdetermined Source Separation in the Time-Frequency Domain. | Zeyong Shan, Jacob Swary, Selin Aviyente |
| 2006 | ICASSP | Jensen-Rnyi Divergence for Source Separation on the Time-Frequency Plane. | Zeyong Shan, Selin Aviyente |
| 2006 | ICIP | Rotation Invariant Texture Classification with Ridgelet Transform and Fourier Transform. | Ke Huang, Selin Aviyente |
| 2005 | ICASSP | A measure of mutual information on the time-frequency plane. | Selin Aviyente |
| 2005 | ICASSP | Mutual Information Based Subbband Selection for Wavelet Packet Based Image Classification. | Ke Huang, Selin Aviyente |
| 2005 | ICASSP | Image Denoising Based on the Wavelet Co-Occurrence Matrix. | Zeyong Shan, Selin Aviyente |
| 2005 | ICIP | Statistical partitioning of wavelet subbands for texture classification. | Ke Huang, Selin Aviyente |
| 2004 | ICASSP | Information processing on the time-frequency plane. | Selin Aviyente |
| 2004 | ICIP | Choosing best basis in wavelet packets for fingerprint matching. | Ke Huang, Selin Aviyente |
| 2003 | ICASSP | Entropy based detection on the time-frequency plane. | Selin Aviyente, William J. Williams |
| 2003 | VCIP | An information theoretic approach to digital image watermarking. | Selin Aviyente |
| 2001 | ICASSP | Information bounds for random signals in time-frequency plane. | Selin Aviyente, William J. Williams |
| 2000 | ICASSP | Improved frequency marginal estimates for time-frequency distributions. | Selin Aviyente, William J. Williams |