| 2026 | COMPSAC | A Physics-Guided Multi-Task Learning KAN-Based Foundation Model for Vessel Fuel Consumption Prediction Across Heterogeneous Fleet. | Hamza Haruna Mohammed, Dogan Altan, Dusica Marijan, Arnbjrn Maressa |
| 2025 | ICAART | Deep Learning-Based Vessel Traffic Prediction Using Historical Density and Wave Features. | Dogan Altan, Dusica Marijan, Tetyana Kholodna |
| 2025 | IJCCI | From High-Frequency Sensors to Noon Reports: Using Transfer Learning for Shaft Power Prediction in Maritime. | Akriti Sharma, Dogan Altan, Dusica Marijan, Arnbjrn Maressa |
| 2023 | CIKM | Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. | Preben M. Ness, Dusica Marijan, Sunanda Bose |
| 2023 | TrustCom | Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data. | Sunanda Bose, Dusica Marijan |
| 2022 | AI | Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. | Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna |
| 2022 | APSEC | Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies. | Aizaz Sharif, Dusica Marijan |
| 2022 | QRS | Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-Agent Urban Driving Environment. | Aizaz Sharif, Dusica Marijan |
| 2020 | AAAI | Software Testing for Machine Learning. | Dusica Marijan, Arnaud Gotlieb |
| 2020 | CP | RobTest: A CP Approach to Generate Maximal Test Trajectories for Industrial Robots. | Mathieu Collet, Arnaud Gotlieb, Nadjib Lazaar, Mats Carlsson, Dusica Marijan, Morten Mossige |
| 2020 | ECAI | Opening the software engineering toolbox for the assessment of trustworthy AI. | Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernab, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker |
| 2018 | COMPSAC | DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration. | Dusica Marijan, Marius Liaaen, Sagar Sen |
| 2018 | ICSE | Practical selective regression testing with effective redundancy in interleaved tests. | Dusica Marijan, Marius Liaaen |
| 2018 | ICTAI | Stratified Constructive Disjunction and Negation in Constraint Programming. | Arnaud Gotlieb, Dusica Marijan, Helge Spieker |
| 2018 | SEKE | DevOps Enhancement with Continuous Test Optimization. | Dusica Marijan, Sagar Sen |
| 2017 | ICST | TITAN: Test Suite Optimization for Highly Configurable Software. | Dusica Marijan, Marius Liaaen, Arnaud Gotlieb, Sagar Sen, Carlo Ieva |
| 2017 | ISSTA | Reinforcement learning for automatic test case prioritization and selection in continuous integration. | Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige |
| 2016 | AAAI | Automated Regression Testing Using Constraint Programming. | Arnaud Gotlieb, Mats Carlsson, Marius Liaaen, Dusica Marijan, Alexandre Petillon |
| 2016 | ICSoft | Software Product Line Test Suite Reduction with Constraint Optimization. | Mats Carlsson, Arnaud Gotlieb, Dusica Marijan |
| 2016 | ICSoft | A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing. | Arnaud Gotlieb, Mats Carlsson, Dusica Marijan, Alexandre Petillon |
| 2015 | ICSoft | Towards More Relational Feature Models. | Arnaud Gotlieb, Dusica Marijan, Sagar Sen |
| 2015 | QRS | Multi-perspective Regression Test Prioritization for Time-Constrained Environments. | Dusica Marijan |
| 2014 | ISSTA | FLOWER: optimal test suite reduction as a network maximum flow. | Arnaud Gotlieb, Dusica Marijan |
| 2013 | SPLC | Practical pairwise testing for software product lines. | Dusica Marijan, Arnaud Gotlieb, Sagar Sen, Aymeric Hervieu |
| 2012 | ISSRE | A Review of Two Experiences from Applying Model Based Testing in Practice. | Dusica Marijan |