| 2024 | RTNS | Adaptive Scheduling for Real-Time Control. | Sanjoy K. Baruah, Mehdi Hosseinzadeh, Ilya V. Kolmanovsky, Bruno Sinopoli |
| 2023 | SMC | Reference Governors Based on Offline Training of Regression Neural Networks. | Chuan Yuan Lim, Hamid R. Ossareh, Ilya V. Kolmanovsky |
| 2022 | ICRA | Cost-Effective Sensing for Goal Inference: A Model Predictive Approach. | Ran Tian, Nan Li, Anouck Girard, Ilya V. Kolmanovsky, Masayoshi Tomizuka |
| 2021 | ICINCO | Protecting Systems from Violating Constraints using Reference Governors and Related Algorithms. | Ilya V. Kolmanovsky |
| 2015 | CIBCB | A neural network approach to retinal layer boundary identification from optical coherence tomography images. | Kevin McDonough, Ilya V. Kolmanovsky, Inna V. Glybina |
| 2014 | SMC | Cloud aided safety-based route planning. | Zhaojian Li, Ilya V. Kolmanovsky, Ella M. Atkins, Jianbo Lu, Dimitar P. Filev, John Michelini |
| 2013 | IJCNN | Empirical modeling of vehicle fuel economy based on historical data. | D. Slavin, M. A. Abou-Nasr, Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2010 | IJCNN | A generalized Markov Chain modeling approach for on board applications. | Dimitar P. Filev, Ilya V. Kolmanovsky |
| 2009 | IJCNN | Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics. | Yi Lu Murphey, Zhihang Chen, Mahmoud Abou-Nasr, Ryan Baker, Timothy Feldkamp, Ilya V. Kolmanovsky |
| 2007 | ACC | Model Predictive Control of Magnetic Automotive Actuators. | Stefano Di Cairano, Alberto Bemporad, Ilya V. Kolmanovsky, Davor Hrovat |
| 2007 | ACC | Model Predictive Control for Constrained Discrete Time Systems: An Optimal Perturbation Analysis Approach. | Reza Ghaemi, Jing Sun, Ilya V. Kolmanovsky |
| 2007 | ACC | Optimal Control of Switched Homogeneous Systems. | Michael Rinehart, Munther A. Dahleh, Ilya V. Kolmanovsky |
| 2007 | ACC | Adaptive Idle Speed Control for Internal Combustion Engines. | Yildiray Yildiz, Anuradha Annaswamy, Diana Yanakiev, Ilya V. Kolmanovsky |