| 2022 | WAFR | Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory. | Glen Chou, Necmiye Ozay, Dmitry Berenson |
| 2021 | CISS | A fresh look at some classical system identification methods. | Necmiye Ozay |
| 2021 | SEAMS | Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning. | Danny Weyns, Bradley R. Schmerl, Masako Kishida, Alberto Leva, Marin Litoiu, Necmiye Ozay, Colin Paterson, Kenji Tei |
| 2021 | WAFR | Inferring Obstacles and Path Validity from Visibility-Constrained Demonstrations. | Craig Knuth, Glen Chou, Necmiye Ozay, Dmitry Berenson |
| 2020 | CoRL | Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations. | Glen Chou, Dmitry Berenson, Necmiye Ozay |
| 2019 | CoRL | Learning Parametric Constraints in High Dimensions from Demonstrations. | Glen Chou, Necmiye Ozay, Dmitry Berenson |
| 2018 | WAFR | Learning Constraints from Demonstrations. | Glen Chou, Dmitry Berenson, Necmiye Ozay |
| 2010 | CVPR | GPCA with denoising: A moments-based convex approach. | Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps |
| 2010 | ICPR | Locally Deformable Shape Model to Improve 3D Level Set Based Esophagus Segmentation. | Sila Kurugol, Necmiye Ozay, Jennifer G. Dy, Gregory C. Sharp, Dana H. Brooks |
| 2009 | CVPR | Improving face recognition with a quality-based probabilistic framework. | Necmiye Ozay, Yan Tong, Frederick W. Wheeler, Xiaoming Liu |
| 2008 | CVPR | Sequential sparsification for change detection. | Necmiye Ozay, Mario Sznaier, Octavia I. Camps |
| 2006 | ICPR | Activity Recognition from Silhouettes using Linear Systems and Model (In)validation Techniques. | Roberto Lublinerman, Necmiye Ozay, Dimitrios Zarpalas, Octavia I. Camps |