| 2025 | ICCV | Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation. | Daniel Airinei, Elena Burceanu, Marius Leordeanu |
| 2025 | WACV | Robust Novelty Detection Through Style-Conscious Feature Ranking. | Stefan Smeu, Elena Burceanu, Emanuela Haller, Andrei Liviu Nicolicioiu |
| 2022 | EMNLP | Rethinking the Authorship Verification Experimental Setups. | Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu |
| 2021 | BMVC | Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift. | Emanuela Haller, Elena Burceanu, Marius Leordeanu |
| 2021 | NAACL | DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. | Andrei Manolache, Florin Brad, Elena Burceanu |
| 2020 | IJCAI | A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time. | Elena Burceanu, Marius Leordeanu |
| 2018 | ECCV | Learning a Robust Society of Tracking Parts Using Co-occurrence Constraints. | Elena Burceanu, Marius Leordeanu |
| 2015 | ICONIP | Continuous User Authentication Using Machine Learning on Touch Dynamics. | Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin Chiru |
| 2013 | ISPDC | Distributed Data Storage in Support for Context-Aware Applications. | Elena Burceanu, Ciprian Dobre, Valentin Cristea, Alexandru Costan, Gabriel Antoniu |