| 2022 | ACSSC | Robust Stochastic Principal Component Analysis via Barron Loss. | Mayur Dhanaraj, Panos P. Markopoulos |
| 2022 | ECCV | Incremental Task Learning with Incremental Rank Updates. | Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif |
| 2021 | ACSSC | Robust Barron-Loss Tucker Tensor Decomposition. | Mahsa Mozaffari, Panos P. Markopoulos |
| 2021 | IGARSS | YOLOrs-lite: A Lightweight CNN For Real-Time Object Detection in Remote-Sensing. | Manish Sharma, Panos P. Markopoulos, Eli Saber |
| 2020 | ACSSC | L1-Norm RESCAL Decomposition. | Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos |
| 2020 | GLOBECOM | What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters. | Sayed Ashraf Mamun, Amlan Ganguly, Panos P. Markopoulos, Andres Kwasinski, Minseok Kwon |
| 2020 | ICASSP | L1-Norm Higher-Order Orthogonal Iterations for Robust Tensor Analysis. | Dimitris G. Chachlakis, Ashley Prater-Bennette, Panos P. Markopoulos |
| 2019 | ACSSC | Combinatorial Search for the Lp-Norm Principal Component of a Matrix. | Dimitris G. Chachlakis, Panos P. Markopoulos |
| 2019 | ACSSC | Iteratively Re-weighted L1-PCA of Tensor Data. | Konstantinos Tountas, Dimitris G. Chachlakis, Panos P. Markopoulos, Dimitris A. Pados |
| 2018 | ACSSC | Semi-Blind Signal Recovery in Impulsive Noise with L1-Norm PCA. | Adam Gannon, George Sklivanitis, Panos P. Markopoulos, Dimitris A. Pados, Stella N. Batalama |
| 2018 | ICASSP | Novel Algorithms for Exact and Efficient L1-NORM-BASED Tucker2 Decomposition. | Dimitris G. Chachlakis, Panos P. Markopoulos |
| 2018 | ICASSP | Mmse-Based Autocorrelation Sampling for Comprime Arrays. | Dimitris G. Chachlakis, Panos P. Markopoulos, Fauzia Ahmad |
| 2017 | ICASSP | Linear Discriminant Analysis with few training data. | Panos P. Markopoulos |
| 2017 | ICASSP | Sparse waveform design for all-spectrum channelization. | George Sklivanitis, Panos P. Markopoulos, Stella N. Batalama, Dimitris A. Pados |
| 2016 | ICMLA | L1-Norm Principal-Component Analysis via Bit Flipping. | Panos P. Markopoulos, Sandipan Kundu, Shubham Chamadia, Dimitris A. Pados |
| 2016 | ICMLA | On the L1-Norm Approximation of a Matrix by Another of Lower Rank. | Nicholas Tsagkarakis, Panos P. Markopoulos, Dimitris A. Pados |
| 2016 | IGARSS | Subpixel target detection in hyperspectral images from superpixel background statistics. | Yilong Liang, Panos P. Markopoulos, Eli S. Saber |
| 2015 | ICIP | L1-fusion: Robust linear-time image recovery from few severely corrupted copies. | Panos P. Markopoulos, Sandipan Kundu, Dimitris A. Pados |
| 2014 | ICASSP | Fast computation of the L1-principal component of real-valued data. | Sandipan Kundu, Panos P. Markopoulos, Dimitrios A. Pados |
| 2013 | ICASSP | Novel full-rate noncoherent alamouti encoding that allows polynomial-complexity optimal decoding. | Panos P. Markopoulos, George N. Karystinos |
| 2013 | ICASSP | Short-data-record filtering of PN-masked data. | Panos P. Markopoulos, Sandipan Kundu, Dimitrios A. Pados |