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Items where Division is "Department of Computer Engineering and Software Engineering"

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Number of items: 398.

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Abac, A., Abbott, R., Abouelfettouh, I., Acernese, F., Ackley, K., Adhicary, S., Adhikari, N., Adhikari, R. X., Adkins, V. K., Agarwal, D., Agathos, M., Aghaei Abchouyeh, M., Aguiar, O. D., Aguilar, I., Aiello, L., Ain, A., Akutsu, T., Albanesi, S., Alfaidi, R. A., ... Zweizig, J. (2025). Search for Gravitational Waves Emitted from SN 2023ixf. The Astrophysical Journal, 985(2), 183-183. External link

Abbasmollaei, M., Ould-Bachir, T., & Savaria, Y. (2025). HLSCAM: Fine-tuned HLS-based content addressable memory implementation for packet processing on FPGA. Electronics, 14(9), 1765 (22 pages). Available

Abbasmollaei, M., Ould-Bachir, T., & Savaria, Y. (2025). P4THLS: A Templated HLS Framework to Automate Efficient Mapping of P4 Data-Plane Applications to FPGAs. IEEE Access. External link

Abbasmollaei, M., Ould-Bachir, T., & Savaria, Y. (2025). A Stateful Extension to P4THLS for Advanced Telemetry and Flow Control. Future Internet, 17(11), 530 (21 pages). External link

Abdallah, A., Abran, A., Qasaimeh, M., Qasaimeh, M., & Abdallah, B. (2025). Measurement of the functional size of web analytics implementation: a COSMIC-based case study using machine learning. Future Internet, 17(7), 280 (31 pages). Available

Aghili, R., Li, H., & Khomh, F. (2025). Protecting Privacy in Software Logs: What Should Be Anonymized? Proceedings of the ACM on software engineering., 2(FSE), 1317-1338. External link

Ait Hammou, B., Duval, R., Boucher, M.-C., & Cheriet, F. (2025). DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification. Medical Image Analysis, 109, 103915 (15 pages). External link

Alfalqi, K., & Bellaïche, M. (2025). An Automated Mapping Approach of Emergency Events and Locations Based on Object Detection and Social Networks. International Journal of Advanced Computer Science and Applications, 16(2), 20-35. External link

Allabadi, A., Mahseredjian, J., Dennetière, S., Abusalah, A., Kocar, I., & Ould-Bachir, T. (2025). Acceleration strategies for EMT Simulation of HVDC systems. Electric Power Systems Research, 252, 112399 (6 pages). External link

Alley, S., Tonneau, M., Olivié, D., Tempany, C. M., Choyke, P. L., Türkbey, B., van der Heide, U. A., Ellis, R. J., Kadoury, S., Boike, T., Daniel Pennington, J., Frazier, A., Lawton, C. A., Leong, N., Mihai, A., Morgan, S. C., Solanki, A. A., Michalski, J. M., Feng, F. Y., ... Ménard, C. (2025). Assessing Quality and Adherence to PI‐RADSv2.1 Minimum Technical Standards of Prostate MRI in NRG‐GU005. Journal of Magnetic Resonance Imaging, 11 pages. External link

Aloise, D., Moine, R., Ribeiro, C. C., & Jalbert, J. (2025). First-improvement or best-improvement? An in-depth local search computational study to elucidate a dominance claim. European Journal of Operational Research, 326(3), 413-426. External link

Alsheghri, A., Zhang, Y., Ghadiri, F., Keren, J., Cheriet, F., & Guibault, F. (2025). Mesh-based segmentation for automated margin line generation on incisors receiving crown treatment. Mathematics and Computers in Simulation, 239, 716-728. External link

Alsheghri, A., Zhang, Y., Keren, J., Cheriet, F., & Guibault, F. (2025). Automatic margin line extraction using 3D deep learning on digital surface models of prepared teeth for crown generation. Computers in Biology and Medicine, 196(C), 110960. External link

Antoniol, G., Canfora, G., Casazza, G., Lucia, A. D., & Merlo, E. (2025). Recovering Traceability Links Between Code and Documentation: a Retrospective. IEEE Transactions on Software Engineering, 1-8. External link

Arisdakessian, S., Wehbi, O., Abdul Wahab, O., Mourad, A., & Otrok, H. (2025). Towards Vox Populi in Federated Learning: A Fair and Inclusive Client Selection Framework. IEEE Transactions on Artificial Intelligence, 1, 1-15. External link

Arisdakessian, S., Wehbi, O., Abdul Wahab, O., Mourad, A., Otrok, H., & Guizani, M. (2025). A Two-Level Dirichlet Framework for Heterogeneous Federated Network. IEEE Transactions on Network Science and Engineering. External link

Azizi, S., Pakshad, P., Shameli-Sendi, A., & Faraji Daneshgar, F. (2025). Vulnerability scoring metric of CVSS needs to be adjusted per each product: our analysis on Linux and Apache. Information Security Journal A Global Perspective, 1-26. External link

Bakheet Mohamed Abdalwhab, A., Beltrame, G., Ebrahimi Kahou, S., & St-Onge, D. (2025). Attention-Based Multi-Agent RL for Multi-Machine Tending Using Mobile Robots. AI, 6(10), 252-252. External link

Banerjee, R., Kaptan, M., Tinnermann, A., Khatibi, A., Dabbagh, A., Büchel, C., Kündig, C. W., Law, C. S., Pfyffer, D., Lythgoe, D. J., Tsivaka, D., Van De Ville, D., Eippert, F., Muhammad, F., Glover, G. H., Dávid, G., Haynes, G., Haaker, J., Brooks, J. C., ... Cohen-Adad, J. (2025). EPISeg: Automated segmentation of the spinal cord on echo planar images using open-access multi-center data. Imaging Neuroscience, 30 pages. External link

Bang, C., Gautier, H., Le, W., Lalonde, A., Bernard, G., Markel, D., Nguyen-Tan, F., Filion, É., O’Sullivan, B., Ayad, T., Christopoulos, A., Bissada, É., Guertin, L., Soulières, D., Létourneau-Guillon, L., Kadoury, S., & Bahig, H. (2025). Dynamic prediction of Radiotherapy toxicities in Head and neck cancer using clinical and imaging data. Radiotherapy and Oncology, 111312-111312. External link

Baumstimler, P., Gagné, S., Champagne, M., Gagnon, J.-M., Playout, C., & Séoud, L. (2025). Anomaly Detection inAnterior Eye Segment Using Self-supervised Siamese Autoencoders. Lecture notes in computer science, 43-53. Presented at Ophthalmic Medical Image Analysis (OMIA 2025), Daejeon, South Korea. External link

Becker, L. B., Broering, E. F., Gonçalves, F. S., Amaral Misson, H., & Cordeiro, L. (2025). Safe UAV Continuous-Control Architecture Design. ACM SIGAda Ada Letters, 45(1), 44-48. External link

Bessa, S., Dabert, D. M. A., Bourgeat, M., Rousseau, L.-M., & Cappart, Q. (2025). Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning. Proceedings of the AAAI Conference on Artificial Intelligence, 39(11), 11113-11121. External link

Bhatia, A., Khomh, F., Adams, B., & Hassan, A. E. (2025). An Empirical Study of Self-Admitted Technical Debt in Machine Learning Software. ACM Transactions on Software Engineering and Methodology. External link

Brown, S., Khomh, F., Cavarroc-Weimer, M., Méndez, M. A., Martinu, L., & Sapieha, J.-E. (2025). Machine learning approach to the assessment and prediction of solid particle erosion of metals. Tribology International, 211, 110903 (13 pages). Available

Cappart, Q., Guns, T., Lombardi, M., Pesant, G., & Tsouros, D. (2025). Combining Constraint Programming and Machine Learning: From Current Progress to Future Opportunities. Journal of Artificial Intelligence Research, 84. External link

Carneiro de Paiva, E., Azinheira, J. R., de Angelis Cordeiro, R., Carvalho, J. R. H., Marton, A., & Beltrame, G. (2025). Neural Incremental Dynamic Inversion Control of a Multirotor Robotic Airship. International Journal of Intelligent Systems, 2025(1), 19 pages. External link

Chang, T.-E., & Lombaert, H. (2025). Anatomically-Focused Patches for Lightweight and Explainable Knee OA Grading. Lecture notes in computer science, 74-86. Presented at Shape in Medical Imaging (ShapeMI 2025), Daejeon, South Korea. External link

Chen, F. Y., Jackson, N., Allard, P., & Beltrame, G. (2025). Path planning algorithm for a South Pole lunar rover mission. Acta Astronautica. External link

Cheriet, F., Lazli, L., & Boukadoum, M. (2025). Multiclass prediction of Alzheimer's disease using balanced multimodal data and deep ensemble learning. Biomedical Signal Processing and Control, 114, 109026 (29 pages). External link

Correia Pereira, T., Aloise, D., & Rancourt, M.-È. (2025). HurricaneLog: a serious game for data collection and analysis of hurricane preparedness and response operations. International Journal of Disaster Risk Reduction, 124, 105503 (22 pages). Available

Côté, J., Auger, P., Chicoine, G., Cheng, J., Cossette, S., Fontaine, G., Genest, C., Lal, S., Lapierre, J., Pagé, M. G., Maheu-Cadotte, M.-A., Rouleau, G., Vinette, B., & Jutras-Aswad, D. (2025). Development process and usability testing of Joint Effort, a mobile application to support cannabis use self-management and reinforce the use of protective behavioral strategies. JMIR Formative Research, 9, e71924 (17 pages). External link

Da Silva, L. M. P., Samhi, J., & Khomh, F. (2025). LLMs and Stack Overflow discussions: reliability, impact, and challenges. Journal of Systems and Software, 230, 112541 (21 pages). Available

Dayan, G., Henique, G., Bahig, H., Nelson, K., Brodeur, C., Christopoulos, A., Filion, É., Nguyen-Tan, P.-F., O'Sullivan, B., Ayad, T., Bissada, É., Tabet, P., Guertin, L., Desîlets, A., Kadoury, S., & Létourneau-Guillon, L. (2025). Artificial Intelligence Model for Imaging-Based Extranodal Extension Detection and Outcome Prediction in Human Papillomavirus−Positive Oropharyngeal Cancer. JAMA Otolaryngology–Head & Neck Surgery. Presented at 67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025), San Francisco, CA, USA. External link

Dayan, G., Henique, G., Létourneau-Guillon, L., Nelson, K. M., Brodeur, C., Christopoulos, A., Filion, É., Nguyen, F., O'Sullivan, B., Ayad, T., Bissada, É., Tabet, P., Guertin, L., Desîlets, A., Kadoury, S., & Bahig, H. (2025). Automated Lymph Node Segmentation and iENE Classification Model for HPV-Associated Oropharyngeal Cancer. International Journal of Radiation Oncology*Biology*Physics, 123(1), S195-S196. External link

Dhaouadi, M., Oakes, B., & Famelis, M. (2025). Automated Extraction and Analysis of Developer's Rationale in Open Source Software. Proceedings of the ACM on software engineering., 2(FSE), 2548-2570. External link

Dib, M., & Pierre, S. (2025). HSM-Based Architecture to Detect Insider Attacks on Server-Side Data. IEEE Transactions on Information Forensics and Security, 12 pages. External link

Djian, B. P. P., Merlo, E., Gambs, S., & Ngueveu, R. C. (2025). Fairness Evaluation of Neural Networks Through Computational Profile Likelihood. Computational Intelligence, 41(5), 11 pages. External link

Doostinia, M., Falabretti, D., Verticale, G., & Bolouki, S. (2025). Critical Node Identification for Cyber–Physical Power Distribution Systems Based on Complex Network Theory: A Real Case Study. Energies, 18(11), 2937 (26 pages). Available

Dorbani, A., Yasser, S., Lin, J., & Mhedhbi, A. (2025). Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB. Proceedings of the VLDB Endowment, 18(12), 5415-5418. External link

Elfatimi, E., Eryiğit, R., & Elfatimi, L. (2025). Automated End-to-End Deep Learning Framework for Complex Multiclass Brassica Seed Classification. Seeds, 4(4), 67 (25 pages). External link

Elforaici, M. E. A., Gigoux, M., Trinh, Q.-H., Elforaici, S., & Turcotte, S. (2025). 16Automated tertiary lymphoid structure detection and prognostic value in colorectal liver metastases. Regular and Young Investigator Award Abstracts, A19-A19. External link

Elforaici, M. E. A., Montagnon, E., Romero, F. P., Le, W. T., Azzi, F., Trudel, D., Nguyen, B., Turcotte, S., Tang, A., & Kadoury, S. (2025). Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. Medical Image Analysis, 99, 103346 (16 pages). External link

Etibou, J. G. V., & Pierre, S. (2025). Modular Security Engine Cyber-Physical Resiliency Approach Using Digital Replication. IEEE Access, 14 pages. External link

Faure, G., Dal Soglio, D., Patey, N., Oligny, L. L., Girard, S., & Séoud, L. (2025). Self-supervised deep metric learning for prototypical zero-shot lesion retrieval in placenta whole-slide images. Computers in Biology and Medicine, 196(A), 110634. External link

Feng, N., Marsso, L., Kholodetska, Y., & Chechik, M. (2025). Bounded satisfiability checking of FOL* formulas with aggregations. Formal Methods in System Design, 67(3), 282-315. External link

Fereidouni, H., Fadeitcheva, O., & Zalai, M. (2025). IoT and man‐in‐the‐middle attacks. Security and Privacy, 8(2), 19 pages. Available

Foalem, P. L., Da Silva, L. M. P., Khomh, F., Li, H., & Merlo, E. (2025). Logging requirement for continuous auditing of responsible machine learning-based applications. Empirical Software Engineering, 30(3), 97 (37 pages). External link

Fouad, H., Varadharajan, V. S., & Beltrame, G. (2025). Es-cbf: an energy sufficiency extension for sample based path planners to enable long term autonomy. Autonomous Robots, 49(3), 18 pages. External link

Francoeur, J., Kashyap, R., Kadoury, S., Seob Kim, J., & Iordachita, I. (2025). Evaluation of Fiber Optic Shape Sensing Models for Minimally Invasive Prostate Needle Procedures Using OFDR Data. IEEE Sensors Journal, 1-1. External link

Gaillochet, M., Noori, M., Dastani, S., Desrosiers, C., & Lombaert, H. (2025). Prompt learning with bounding box constraints for medical image segmentation. IEEE Transactions on Biomedical Engineering, 10 pages. External link

Gazda, M., Gazda, J., Kadoury, S., Kanasz, R., & Drotar, P. (2025). echoGAN: Extending the field of view in transthoracic echocardiography through conditional GAN-based outpaintin. Computer Methods and Programs in Biomedicine, 269, 108869 (9 pages). Available

Gerbaux, J., Desaulniers, G., & Cappart, Q. (2025). A machine-learning-based column generation heuristic for electric bus scheduling. Computers & Operations Research, 173, 106848 (14 pages). External link

Gharib, W. S. A. F., Émériaud, G., & Cheriet, F. (2025). A comprehensive review of ICU readmission prediction models: From statistical methods to deep learning approaches. Artificial Intelligence in Medicine, 103126 (16 pages). Available

Gomes Braga, R., Tahir, M. O., Karimi, S., Dah-Achinanon, U., Iordanova, I., & St-Onge, D. (2025). Intuitive BIM-aided robotic navigation and assets localization with semantic user interfaces. Frontiers in Robotics and AI, 12, 16 pages. Available

Goumidi, H., & Pierre, S. (2025). A novel approach to enhance the security and efficiency of binary ring-LWE for IoT resource-constrained. Computer Networks and Communications, 3(1), 19-42. Available

Goumidi, H., & Pierre, S. (2025). Real-time anomaly detection in IoMT networks using stacking model and a healthcare-specific dataset. IEEE Access, 13, 70352-70365. Available

Grajales Lopera, D. O., Le, W., Blanquez-Yeste, V., Dallaire, F., Azzi, F., Delouya, G., Trudel, D., Leblond, F., Ménard, C., & Kadoury, S. (2025). Deployment of a real-time prostate cancer confirmation system with Raman spectroscopy: fine-tuning versus test-time adaptation of 1D CNNs. Biophotonics discovery., 2(03). External link

Hajizadeh, F., Ould-Bachir, T., & David, J. P. (2025). Enhancing CuFP library with self-alignment technique. Computers, 14(4), 118 (22 pages). Available

Hellman, J., Epstein, I., Cheng, J., & Guo, J. (2025). 'Ohhh, he's the boss!': Unpacking Power Dynamics Among Developers, Designers, and End-Users in FLOSS Usability. Proceedings of the ACM on Human-Computer Interaction, 9(7), 30 pages. External link

Henique, G., Seok Bang, C., Le, W., Nguyen, F., Filion, É., Soulières, D., O'Sullivan, B., Christopoulos, A., Bissada, É., Ayad, T., Guertin, L., Lalonde, A., Markel, D., Kadoury, S., & Bahig, H. (2025). Head and Neck Cancer Radiotherapy Toxicity Prediction across Intra-Fractional Cone-Beam CTs Using Vision Transformers Networks. International Journal of Radiation Oncology*Biology*Physics, 123(1), e343-e343. Presented at 67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025), San Francisco, CA, USA. External link

Hosseinimanesh, G., Alsheghri, A., Keren, J., Cheriet, F., & Guibault, F. (2025). Personalized dental crown design: a point-to-mesh completion network. Medical Image Analysis, 101, 103439 (13 pages). Available

Hubert, C. J., Odic, N., Noel, M., Gharib, S., Zargarbashi, S. H. H., & Séoud, L. (2025). MuViH: Multi-View Hand gesture dataset and recognition pipeline for human–robot interaction in a collaborative robotic finishing platform. Robotics and Computer-Integrated Manufacturing, 94, 102957 (13 pages). Available

Imran, A., Beltrame, G., & St-Onge, D. (2025). GNN-based Decentralized Perception in Multi-robot Systems for Predicting Worker Actions. IEEE Robotics and Automation Letters, 10(6), 1-8. External link

Jamshidi, S., Amirnia, A., Nikanjam, A., Wazed Nafi, K., Khomh, F., & Keivanpour, S. (2025). Self-adaptive cyber defense for sustainable IoT: A DRL-based IDS optimizing security and energy efficiency. Journal of Network and Computer Applications, 104176. External link

Jamshidi, S., Nikanjam, A., Wazed Nafi, K., & Khomh, F. (2025). Understanding the impact of IoT security patterns on CPU usage and energy consumption: a dynamic approach for selecting patterns with deep reinforcement learning. International Journal of Information Security, 24(2), 40 pages. External link

Jamshidi, S., Nikanjam, A., Wazed Nafi, K., Khomh, F., & Rasta, R. (2025). Application of deep reinforcement learning for intrusion detection in Internet of Things: A systematic review. Internet of Things, 31, 101531 (29 pages). External link

Jamshidi, S., Wazed Nafi, K., Nikanjam, A., & Khomh, F. (2025). Evaluating machine learning-driven intrusion detection systems in IoT: Performance and energy consumption. Computers & Industrial Engineering, 204, 111103 (17 pages). External link

Jeske, M., Aloise, D., Sanso, B., & Nascimento, M. C. V. (2025). Enhancing reference signal received power prediction accuracy in wireless outdoor settings: a comprehensive feature importance study. IEEE Transactions on Antennas and Propagation, 73(10), 8022-8037. Available

Jin, B., Li, H., & Zou, Y. (2025). Impact of extensions on browser performance: An empirical study on google chrome. Empirical Software Engineering, 30(3), 41 pages. External link

Jourde, H. R., Sobral, M., Beltrame, G., & Coffey, E. B. J. (2025). Neurophysiological effects of targeting sleep spindles with closed-loop auditory stimulation. SLEEP Advances, 6(2), zpaf007 (11 pages). Available

Kan, V., L. N. U., M., Berhe, S., Kari, C., Maynard, M., & Khomh, F. (2025). Automated UML visualization of software ecosystems: tracking versions, dependencies, and security updates. [Other]. Procedia Computer Science, 257, 834-841. Presented at 16th International Conference on Ambient Systems, Networks and Technologies Networks (ANT) / 8th International Conference on Emerging Data and Industry 4.0 (EDI40), Patras, Greece. Available

Labounek, R., Bondy, M. T., Paulson, A., Bédard, S., Abramovic, M., Alonso-Ortiz, E., Atcheson, N., Barlow, L., Barry, R., Barth, M., Battiston, M., Büchel, C., Budde, M. D., Callot, V., Combes, A., De Leener, B., Descoteaux, M., Sousa, P. L. , Dostál, M., ... Nestrašil, I. (2025). Body size and intracranial volume interact with the structure of the central nervous system: A multi-center in vivo neuroimaging study. Imaging Neuroscience, 3, 31 pages. Available

Lajoie, P.-Y., Ramtoula, B., De Martini, D., & Beltrame, G. (2025). 3D Foundation Model-Based Loop Closing for Decentralized Collaborative SLAM. IEEE Robotics and Automation Letters, 8 pages. External link

Lajoie, P.-Y., Soma, K., Bong, H., Lemieux-Bourque, A., Zhang, R., Varadharajan, V. S., & Beltrame, G. (2025). Multi-Robot Decentralized Collaborative SLAM in Planetary Analogue Environments: Dataset, Challenges, and Lessons Learned. IEEE transactions on field robotics., 2, 516-528. External link

Landelle, C., Kinany, N., St-Onge, S., Lungu, O., Van De Ville, D., Mišić, B., Marchand-Pauvert, V., De Leener, B., & Doyon, J. (2025). Spinal cord structural and functional architecture and its shared organization with the brain across the adult lifespan. Nature Communications. External link

Langlade, L., Ferry, J., Laberge, G., & Vidal, T. (2025). Fairness and Sparsity Within Rashomon Sets: Enumeration-Free Exploration and Characterization. Proceedings of the AAAI/ACM Conference on AI Ethics and Society, 8(2), 1536-1547. Presented at 8th AAAI/ACM Conference on AI, Ethics, and Society (AIES 2025), Madrid, Spain. External link

Lazli, L. (2025). Authors' Response to Peer Reviews of "Improved Alzheimer Disease Diagnosis With a Machine Learning Approach and Neuroimaging: Case Study Development". JMIRx Med, 6, e72821 (5 pages). External link

Lazli, L. (2025). Improved Alzheimer disease diagnosis with a machine learning approach and neuroimaging: Case study development. JMIRx Med, 6, e60866 (13 pages). Available

Liu, Y., Foundjem, A. T., Khomh, F., & Li, H. (2025). Adversarial attack classification and robustness testing for large language models for code. Empirical Software Engineering, 30(5). External link

Ma, N., & Li, H. (2025). Understanding and Estimating the Execution Time of Quantum Circuits. ACM Transactions on Software Engineering and Methodology. External link

Majdinasab, V., Nikanjam, A., & Khomh, F. (2025). DeepCodeProbe: Evaluating Code Representation Quality in Models Trained on Code. Empirical Software Engineering, 30(6), 169 (53 pages). External link

Majidi, F., Khomh, F., Li, H., & Nikanjam, A. (2025). An efficient model maintenance approach for MLOps. Empirical Software Engineering, 31(1), 48 pages. External link

Mashreghi-Moghadam, P., Ould-Bachir, T., & Savaria, Y. (2025). Templated and Overlay HW/SW Co-Optimization for Crossbar-Free P4 Deparser FPGA Architectures. Electronics, 14(24), 4850-4850. External link

Mbiazi Njanda, D. H., Bhange, M., Babaei, M., Sheth, I., Joslin Kenfack, P., & Ebrahimi Kahou, S. (2025). Survey on AI Ethics: A Socio‐Technical Perspective. Computational Intelligence, 41(6). External link

Merei, A., Mcheick, H., Ghaddar, A., & Beltrame, G. (2025). ESLS: A Vision-Based Emergency Safe Landing System for UAVs. Procedia Computer Science, 272, 277-285. External link

Miah, M., Bilodeau, G.-A., & Saunier, N. (2025). Learning data association for multi-object tracking using only coordinates. Pattern Recognition, 160, 11 pages. External link

Moslah, M. M., Zouari, R., Shahnejat Bushehri, A., Gohring de Magalhaes, F., & Nicolescu, G. (2025). Investigation of the Adversarial Robustness of End-to-End Deep Sensor Fusion Models. IEEE Embedded Systems Letters, 17(5), 325-328. External link

Naguib, K. M., Cherkaoui, S., Elmessalawy, M. M., El-Haleem, A. M. A., & Ibrahim, I. I. (2025). DRL-Driven Edge-Aware Utility Optimization for Multi-Slice 6G Networks. IEEE Networking Letters, 5 pages. External link

Ngamboe Mvogo, M. S., Niu, X., Joly, B., Biegler, S. P., Berthier, P., Benito, R., Rice, G., Fernandez, J. M., & Nicolescu, G. (2025). CABBA: Compatible Authenticated Bandwidth-efficient Broadcast protocol for ADS-B. International Journal of Critical Infrastructure Protection, 48, 100728 (17 pages). Available

Nikghalb, M. R., & Cheng, J. (2025). Interrogating AI: Characterizing Emergent Playful Interactions with ChatGPT. Proceedings of the ACM on Human-Computer Interaction, 9(2), 1-23. External link

Noei, S., Li, H., & Zhou, Y. (2025). An empirical study on release-wise refactoring patterns. [Other]. Proceedings of the ACM on Software Engineering, 2(FSE), 403-424. Presented at ACM SIGSOFT International Conference on Software Testing and Analysis (ISSTA), Trondheim, Norway. Available

Nojavan, A., Pontikakis, B., Boyer, F.-R., & Savaria, Y. (2025). 5G Fronthaul in Modular P4: eCPRI Protocol Processing and Precise BMv2 Timestamps for PTP-1588. IEEE Access, 1-1. External link

Nouwou Mindom, P. S., Da Silva, L. M. P., Nikanjam, A., & Khomh, F. (2025). Continuously Learning Bug Locations. ACM Transactions on Software Engineering and Methodology. External link

Openja, M., Arcaini, P., Khomh, F., & Ishikawa, F. (2025). FairFLRep: Fairness aware fault localization and repair of Deep Neural Networks. ACM Transactions on Software Engineering and Methodology, 64 pages. External link

Ouraou, E., Tonneau, M., Le, W., Filion, É., Campeau, M.-P., Vu, T., Doucet, R., Bahig, H., & Kadoury, S. (2025). Predicting early stage lung cancer recurrence and survival from combined tumor motion amplitude and radiomics on free‐breathing 4D‐CT. Medical Physics, 52(3), 1926-1940. Available

Oyeniran, O., Sintu, T., Anazodo, U., De Leener, B., & Alonso Ortiz, E. (2025). Representation in Brain Imaging Research: A Quebec Demographic Overview. Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques, 1-29. External link

Picot, R. L. L., Gohring de Magalhaes, F., Shahnejat Bushehri, A., Ben Atti, M., Nicolescu, G., & Quintero, A. (2025). Protocol-agnostic and packet-based intrusion detection using a multi-layer deep-learning architecture at the network edge. IEEE Access, 13, 57867-57877. Available

Qasse, I., Hamdaqa, M., & Þór Jónsson, B. (2025). Immutable in principle, upgradeable by design: exploratory study of smart contract upgradeability. Empirical Software Engineering, 31(2), 60 pages. External link

Qin, Q., & Merlo, E. (2025). Prune bias from the root: Bias removal and fairness estimation by pruning sensitive attributes in pre-trained DNN models. Information and Software Technology, 189, 107906 (12 pages). External link

Qin, Q., Djian, B. P. P., Merlo, E., Li, H., & Gambs, S. (2025). Representation-based fairness evaluation and bias correction robustness assessment in neural networks. Information and Software Technology, 107876 (21 pages). External link

Rahmati, M., Boyer, F.-R., Pontikakis, B., David, J. P., & Savaria, Y. (2025). P4Muse: enabling modular P4 programming via compiler-managed code merging without syntax modifications. IEEE Access, 13, 124138-124157. Available

Rezaghoilzadeh, E., Kohlert, S., Kashyap, R., & Sanso, B. (2025). Defragmentation-aware multilayer route and spectrum assignment in elastic optical network. Journal of Lightwave Technology, 1-14. External link

Rios-Ibacache, O., Zouaq, A., & Kildea, J. (2025). Development of a Radiomics-Dosiomics Mcode Ontology Extension for Radiotherapy. [Abstract]. Medical Physics, 52(10), 354-355. Presented at 67th Annual Meeting and Exhibition of the American Association of Physicists in Medicine (AAPM 2025), Washington, DC, USA. External link

Saber, R., & Rihana, S. (2025). A Classification-Based Blood–Brain Barrier Model: A Comparative Approach. Pharmaceuticals, 18(6), 773 (11 pages). Available

Saint-Hilaire, K., Neal, C., Cuppens, F., Boulahia Cuppens, N., Bassi, F., & Hadji, M. (2025). A real-time automated attack-defense graph generation approach. Journal of Information Security and Applications, 94, 104266 (28 pages). External link

Shah, M. B., Masudur Rahman, M., & Khomh, F. (2025). Towards understanding the impact of data bugs on deep learning models in software engineering. Empirical Software Engineering, 30(6), 168 (47 pages). External link

Shahedi, K., Li, H., Lamothe, M., & Khomh, F. (2025). Tracing Optimization for Performance Modeling and Regression Detection. ACM Transactions on Software Engineering and Methodology. External link

Shahnejat Bushehri, A., Balboul, A., Belkhiri, A., Keivanpour, S., & Nicolescu, G. (2025). NOProbe: A NOP-based Dynamic Binary Instrumentation Framework Using Binary Rewriting on x86. IEEE Transactions on Dependable and Secure Computing, 17 pages. External link

Sobral, M., Jourde, H. R., Marjani-Bajestani, S.-E., Coffey, E. B. J., & Beltrame, G. (2025). Personalizing brain stimulation: continual learning for sleep spindle detection. Journal of Neural Engineering, 22(4), 046016 (19 pages). External link

St-Onge, S., Coustaury, C. M. S., Landelle, C., Solstrand Dahlberg, L., Lungu, O., Doyon, J., & De Leener, B. (2025). Parkinson's disease in the spinal cord: an exploratory study to establish T2*w, MTR and diffusion-weighted imaging metric values. Imaging Neuroscience, 23 pages. External link

Sudoso, A. M., & Aloise, D. (2025). Code and Data Repository for A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering. INFORMS journal on computing. External link

Sudoso, A. M., & Aloise, D. (2025). A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering. INFORMS journal on computing, 16 pages. External link

Tambon, F., Moradidakhel, A., Nikanjam, A., Khomh, F., Desmarais, M. C., & Antoniol, G. (2025). Bugs in large language models generated code: an empirical study. Empirical Software Engineering, 30(3), 48 pages. External link

Tambon, F., Nikanjam, A., Zid, C., Khomh, F., & Antoniol, G. (2025). TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models. ACM Transactions on Software Engineering and Methodology. External link

Tantithamthavorn, C. K., Palomba, F., Khomh, F., & Chua, J. J. (2025). MLOps, LLMOps, FMOps, and beyond. IEEE Software, 42(1), 26-32. External link

Thibeault, S., Roy-Beaudry, M., Parent, S., & Kadoury, S. (2025). Prediction of the upright articulated spine shape in the operating room using conditioned neural kernel fields. Medical Image Analysis, 100, 103400 (13 pages). Available

Touati, R., & Kadoury, S. (2025). Structure-Based Diffusion Model for CT Synthesis from MR Images for Radiotherapy Treatment Planning. [Abstract]. Medical Physics, 52(10), 747-478. Presented at 67th Annual Meeting and Exhibition of the American Association of Physicists in Medicine (AAPM 2025), Washington, DC, USA. External link

Valtchanov, H., Piché, N., Braïlovski, V., Byers, J. L., Desrosiers, C., & Guibault, F. (2025). Accurate Reconstruction of Gas Turbine Blade Geometry Using 3D/2D Rigid-Registration and CT View Optimization. e-Journal of Nondestructive Testing, 30(2). External link

Varadharajan, V. S., & Beltrame, G. (2025). A Multi-Robot Exploration Planner for Space Applications. IEEE Robotics and Automation Letters, 1-8. External link

Vasudeva, S. A., Dolz, J., & Lombaert, H. (2025). GeoLS: an Intensity-based, Geodesic Soft Labeling for Image Segmentation. The Journal of Machine Learning for Biomedical Imaging, 2(April 2025), 120-134. External link

Verdet, A., Hamdaqa, M., Da Silva, L. M. P., & Khomh, F. (2025). Assessing the adoption of security policies by developers in terraform across different cloud providers. Empirical Software Engineering, 30(3). Available

Wu, X., Li, H., & Khomh, F. (2025). What information contributes to log-based anomaly detection? Insights from a configurable transformer-based approach. Automated Software Engineering, 32(2), 29 pages. External link

Ye, X., & Bilodeau, G.-A. (2025). Continuous conditional video synthesis by neural processes. Computer Vision and Image Understanding, 259, 104387 (11 pages). Available

Zamanidoost, Y., Rivron, M., Ould-Bachir, T., & Martel, S. (2025). DA OMS-CNN: dual-attention OMS-CNN with 3D swin transformer for early-stage lung cancer detection. Informatics, 12(3), 65 (25 pages). Available

Zampetti, F., Zid, C., Antoniol, G., & Penta, M. D. (2025). The downside of functional constructs: a quantitative and qualitative analysis of their fix-inducing effects. Empirical Software Engineering, 30(1), 9 (43 pages). External link

Zand Miralvand, H., Ronagh Nikghalb, M., Darandeh, M., Khan, A., Arawjo, I., & Cheng, J. (2025). Democratizing Game Modding with GenAI: A Case Study of StarCharM, a Stardew Valley Character Maker. Proceedings of the ACM on Human-Computer Interaction, 9(6), 475-509. External link

Zhang, E., De Leener, B., & Lodygensky, G. A. (2025). Diffusion bubble model: a novel MRI approach for detection and subtyping of neonatal punctate white matter lesions. NeuroImage, 317, 121324 (12 pages). Available

Zhao, H., Pacheco, A., Beltrame, G., Liu, X., Dorigo, M., & Dudek, G. (2025). A Blockchain Framework for Equitable and Secure Task Allocation in Robot Swarms. IEEE Robotics and Automation Letters, 8 pages. External link

Zholus, A., Kuznetsov, M., Schutski, R., Shayakhmetov, R., Polykovskiy, D., Anbil Parthipan, S. C., & Zhavoronkov, A. (2025). BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence, 39(24), 26083-26091. External link

Discussion or Letter

Degoot, A., Koné, I., Baichoo, S., Ngungu, M., Liku, N., Kumuthini, J., Nakatumba-Nabende, J., Khomh, F., & Bah, B. (2025). Health data issues in Africa: time for digitization, standardization and harmonization [Discussion or Letter]. Nature Communications, 16(1), 5694 (4 pages). Available

Kaddour, J., Lynch, A., Liu, Q., Kusner, M. J., & Silva, R. (2025). Causal Machine Learning: A Survey and Open Problems [Discussion or Letter]. Foundations and Trends® in Optimization, 9(1-2), 1-247. External link

Zhang, S., Zhang, T., Cheng, J., & Zhou, S. (2025). Who is to Blame: A Comprehensive Review of Challenges and Opportunities in Designer-Developer Collaboration [Discussion or Letter]. Proceedings of the ACM on Human-Computer Interaction, 9(2), 1-32. External link

Zyad Benelhaouare, A., Mellal, I., Saydé, M., Nicolescu, G., & Lakhssassi, A. (2025). Thermal Side-Channel Threats in Densely Integrated Microarchitectures: A Comprehensive Review for Cyber–Physical System Security [Discussion or Letter]. Micromachines, 16(10), 1152. External link

Technical Report

Rezagholizadeh, E., Kohlert, S., Kashyap, R., & Sanso, B. (2025). Defragmentation-aware multilayer route and spectrum assignment in elastic optical network. (Technical Report n° G-2025-03). External link

Willemsen, R., Aloise, D., & Jans, R. (2025). Accelerating Benders decomposition for the p-median problem through variable aggregation. (Technical Report n° G-2025-27). External link

Paper

Proceedings IGS 2025 Investigating Human Movements [Paper] (2025, June). 22nd Conference of the International Graphonomics Society, Montréal, QC, Canada (256 pages). External link

Proceedings of the First International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins [Paper] (2025, May). First International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins (ASQAP2025), Hamilton, ON, Canada. Published in Electronic Proceedings in Theoretical Computer Science, 418. External link

Proceedings of the First International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins [Paper] (2025, May). 1st International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins, Hamilton, ON, Canada. Published in Electronic Proceedings in Theoretical Computer Science, 418. External link

Risks and Security of Internet and Systems [Paper] (2024, November). 19th International Conference on Risks and Security of Internet and Systems (CRiSIS 2024), Aix-en-Provence, France (560 pages). Published in Lecture notes in computer science, 15456. External link

Abbassi, A. A., Da Silva, L. M. P., Nikanjam, A., & Khomh, F. (2025, September). A Taxonomy of Inefficiencies in LLM-Generated Python Code [Paper]. International Conference on Software Maintenance and Evolution (ICSME 2025), Auckland, New Zealand. External link

Abbes, I., Prato, G., Fournier, Q., Rodriguez, F., Boukhary, A., Elwood, A., & Anbil Parthipan, S. C. (2025, July). Small Encoders Can Rival Large Decoders in Detecting Groundedness [Paper]. Findings of the Association for Computational Linguistics (ACL 2025), Vienna, Austria. External link

Abboud, Z., Lombaert, H., & Kadoury, S. (2025, September). Variational Visible Layers: A Practical Framework for Uncertainty Estimation [Paper]. 28th international conference on medical image computing and computer assisted intervention (MICCAI 2025), Daejeon, South Korea. Published in Lecture notes in computer science. External link

Abdelghani, S., & Cherkaoui, S. (2025, November). QFed: Parameter-Compact Quantum-Classical Federated Learning [Paper]. Middle East Conference on Communications and Networking (MECOM 2025), Cairo, Egypt. External link

Abdelmutalab Ali Ahmed, N., Kwok, H. C., Hamdaqa, M., & Assunção, W. K. G. (2025, April). SMATCH-M-LLM: Semantic Similarity in Metamodel Matching With Large Language Models [Paper]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada. External link

Abusitta, A., Al Mamoori, S., Mir, U., & Halabi, T. (2025, October). Stackelberg Game for Resilient Collaborative Cyber Threat Detection and Response in IoT Networks [Paper]. 9th Cyber Security in Networking Conference (CSNet 2025), Abu Dhabi, United Arab Emirates (6 pages). External link

Aghili, R., Li, H., & Khomh, F. (2025, June). Protecting Privacy in Software Logs: What Should Be Anonymized? [Paper]. ACM International Conference on the Foundations of Software Engineering (FSE 2025), Trondheim, Norway. Published in Proceedings of the ACM on Software Engineering, 2(FSE). External link

Al-Mallah, R., & Quintero, A. (2025, February). Adversarial Threats and Defense Mechanisms in Machine Learning-Based SQL Injection Detection: A Security Analysis [Paper]. International Conference on Computing, Networking and Communications (ICNC 2025), Honolulu, HI, USA. External link

Alley, S., Tonneau, M., Olivié, D., Tempany-Afdhal, C. M., Choyke, P. L., Turkbey, B. I., Van Der Heide, U., Ellis, R. J., Boike, T. P., Pennington, D., Frazier, A., Lawton, C. A. F., Leong, N., Mihai, A. M., Morgan, S. C., Solanki, A. A., Michalski, J. M., Feng, F. Y., Sandler, H., ... Kadoury, S. (2025, February). Assessing the impact of a pre-processing pipeline on a tumor localization model in prostate MRI within a large multi-institutional dataset (NRG-GU005) [Paper]. SPIE Medical Imaging, San Diego, CA, USA (3 pages). External link

Amri, S., Boulahia Cuppens, N., & Cuppens, F. (2025, October). PRISM-AI: A Dual-Stage Neuro-Symbolic Agentic Framework for Privacy Risk Mitigation in LLMs [Paper]. 22nd International Conference on Computer Systems and Applications (AICCSA 2025), Doha, Qatar (7 pages). External link

Arisdakessian, S., Abdul Wahab, O., Wehbi, O., Mourad, A., & Otrok, H. (2025, July). Improving Class-Level Fairness Under Non-IID Data Distributions in Federated Learning [Paper]. 45th International Conference on Distributed Computing Systems Workshops (ICDCSW 2025), Glasgow, United Kingdom. External link

Aspros, M., Sapriza, J., Ansaloni, G., & Atienza, D. (2025, May). A flexible framework for early power and timing comparison of time-multiplexed CGRA kernel executions [Paper]. 22nd ACM International Conference on Computing Frontiers, Cagliari, Italy. External link

Awal, R., Massoud, M., Feizi, A., Li, Z., Wang, S., Pal, C. J., Agrawal, A., Vazquez, D., Reddy, S., Rodriguez, J. A., Taslakian, P., Gella, S., & Rajeswar, S. (2025, November). WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation [Paper]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China. External link

Baghalizadeh Moghadam, N., Cuppens, F., & Boulahia Cuppens, N. (2025, June). An NLP-Based Framework Leveraging Email and Multimodal User Data [Paper]. 22nd International Conference on Security and Cryptography (SECRYPT 2025), Bilbao, Spain. External link

Baghalizadeh Moghadam, N., Neal, C., Boucetta, S. I., Cuppens, F., & Boulahia Cuppens, N. (2025, August). Semantic and Graph-Based Unsupervised Learning for Insider Threat Detection Using User Activity Sequences [Paper]. 22nd Annual International Conference on Privacy, Security, and Trust (PST 2025), Fredericton, NB, Canada (7 pages). External link

Banerjee, R., Kaptan, M., Tinnermann, A., Khatibi, A., Dabbagh, A., Buechel, C., Kündig, C. W., Law, C., Pfyffer, D., Lythgoe, D. J., Tsivaka, D., Van De Ville, D., Eippert, F., Muhammad, F., Glover, G. H., Dávid, G., Haynes, G., Haaker, J., Brooks, J. C. W., ... Cohen-Adad, J. (2025, May). EPISeg: Automatic Segmentation of Spinal Cord fMRI Data [Paper]. ISMRM & ISMRT Annual Meeting (ISMRM-ISMRT 2025), Honolulu, Hawaii, USA. Published in Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition. External link

Barral, H., Cappart, Q., Huguet, M.-J., & Thiébaux, S. (2025, June). Convergence accélérée de la Décomposition Lagrangienne pour la Planification Automatique [Paper]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (6 pages). External link

Baugh, K. G., Perreault, V., Baugh, M., Dickens, L., Inoue, K., & Russo, A. (2025, September). Disentangling Neural Disjunctive Normal Form Models [Paper]. 19th International Conference on Neural Symbolic Learning and Reasoning (NESY 2025), Santa Cruz, CA, USA. Unavailable

Ben Said, I., Halabi, T., Abusitta, A., & Zulkernine, M. (2025, December). Trust-Based Framework for Securing Decentralized Federated Learning against Malicious Clients [Paper]. International Workshop on Information Forensics and Security (WIFS 2025), Perth, Australia. External link

Ben Salem, R., Cuppens, F., Boulahia Cuppens, N., & Khechine, H. (2025, August). Designing a Framework to Tackle the Multifaceted Intricacies of Insider Threats [Paper]. 20th International conference on Availability, Reliability and Security (ARES 2025), Ghent, Belgium. Published in Lecture notes in computer science, 15995. External link

Benelhaouare, A. Z., Saydé, M., Mellal, I., Oumlaz, M., Nicolescu, G., & Lakhssassi, A. (2025, November). Proactive TSCA Detection via Real-Time Thermal Signature Modeling on Low-Power IoT Devices [Paper]. Global Conference on Artificial Intelligence and Internet of Things (GCAIoT 2025), Ben Guerir, Morocco (6 pages). External link

Benoit, L., Ben Salem, R., Boulahia Cuppens, N., & Cuppens, F. (2025, November). Mining Reliable ABAC Policies: A Specificity and Confidence-Aware Extension of Rhapsody [Paper]. International Symposium on Foundations & Practice of Security (FPS 2025), Brest, France (20 pages). Published in Lecture notes in computer science. External link

Bessa, S., Dabert, D. M. A., Bourgeat, M., Rousseau, L.-M., & Cappart, Q. (2025, June). Apprentissage de bornes duales valides en programmation par contrainte : Décomposition lagrangienne amplifiée avec apprentissage auto-supervisé [Paper]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (3 pages). External link

Bittard, V., Ben Salem, R., Bouzid, A., Boucetta, S. I., Cuppens, F., & Boulahia Cuppens, N. (2025, November). A Privilege Creep-Aware Role Mining Method for Enhanced Access Control Security [Paper]. 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2025), Guiyang, China. External link

Bong, H., Zhang, R., Robillard, A., & Beltrame, G. (2025, October). PEACE: Prompt Engineering Automation for CLIPSeg Enhancement for Safe-Landing Zone Segmentation [Paper]. International Conference on Intelligent Robots and Systems (IROS 2025), Hangzhou, China. External link

Bouafif, M. S., Hamdaqa, M., & Zulkoski, E. (2025, June). PRIMG : Efficient LLM-driven Test Generation Using Mutant Prioritization [Paper]. 29th International Conference on Evaluation and Assessment in Software Engineering (EASE 2025), Istanbul, Turkiye. External link

Bouakkaz, S., Suárez, L., Boulahia Cuppens, N., & Cuppens, F. (2025, February). Design of an Intelligent Trust Management Architecture for 5G Service Deployment [Paper]. 11th International Conference on Information Systems Security and Privacy (ICISSP 2025), Porto, Portugal. External link

Brissard, A., Cuppens, F., & Zouaq, A. (2025, August). What is the best process model representation? A comparative analysis for process modeling with large language models [Paper]. 9th International Workshop in Artificial Intelligence for Business Process Management (AI4BPM), Seville, Spain (12 pages). Available

Cahyawijaya, S., Lovenia, H., Moniz, J. R. A., Wong, T. H., Farhansyah, M. R., Maung, T. T., Hudi, F., Anugraha, D., Habibi, M. R. S., Qorib, M. R., Agarwal, A., Imperial, J. M., Patel, H. L., Feliren, V., Nasution, B. I., Rufino, M. A., Winata, G. I., Rajagede, R. A., Catalan, C. R., ... Limkonchotiwat, P. (2025, July). Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia [Paper]. 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria. External link

Camelin, F., Loudni, S., Pesant, G., & Truchet, C. (2025, June). Sampling Frequent and Diverse Patterns Through Compression [Paper]. 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2025), Sydney, NSW, Australia. Published in Lecture notes in computer science. External link

Camelin, F., Loudni, S., Pesant, G., & Truchet, C. (2025, March). Sampling Frequent and Diversified Patterns Through Compression [Paper]. 40th ACM/SIGAPP Symposium on Applied Computing (SAC 2025), Catania International Airport Catania Italy. External link

Caumartin, G., Qin, Q., Chatragadda, S., Panjrolia, J., Li, H., & Elias Costa, D. (2025, March). Exploring the Potential of Llama Models in Automated Code Refinement: A Replication Study [Paper]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. External link

Chafi, I., Hosseinimanesh, G., Alsheghri, A., Ladini, Y., Zhang, Y., Abbasi Moghadam, N., Elfassy, L., Carrière, V.-M., Haidar, S., Keren, J., Cheriet, F., & Guibault, F. (2025, February). Intellident: an AI-based online automated framework for dental crown generation [Paper]. SPIE Medical Imaging, San Diego, CA, USA (8 pages). External link

Chafi, I., Zhang, Y., Ladini, Y., Cheriet, F., Keren, J., & Guibault, F. (2025, April). Exploring the Use of Generative Adversarial Networks for Automated Dental Preparation Design [Paper]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA. External link

Dai, H., Li, Y., Yan, J., & Zhang, Z. (2025, August). RefPentester: A Knowledge-Informed Self-Reflective Penetration Testing Framework Based on Large Language Models [Paper]. 22nd Annual International Conference on Privacy, Security, and Trust (PST 2025), Fredericton, NB, Canada (8 pages). External link

Dansereau, C., Duisterhof, B. P., & Nicolescu, G. (2025, October). Focus Bug: Learning Environmental Awareness for Efficient Mapless Navigation [Paper]. International Conference on Intelligent Robots and Systems (IROS 2025), Hangzhou, China. External link

Dastani, S., Bahri, A., Yazdanpanah, M., Noori, M., Osowiechi, D., Vargas Hakim, G. A., Beizaee, F., Cheraghalikhani, M., Kumar Mondal, A., Lombaert, H., & Desrosiers, C. (2025, June). Spectral State Space Model for Rotation-Invariant Visual Representation Learning [Paper]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. External link

Desmarais, M. C., Bakhtiari, A., Kuichua Kamdem, O. B., Folefack Temfack, S. C., & Nerguizian, C. (2025, July). Short answer grading with sentence similarity and a few given grades [Paper]. 18th International Conference on Educational Data Mining (EDM 2025), Palermo, Italy. External link

Desmarais, M. C., Kuichua Kamdem, O. B., & Bakhtiari, A. (2025, June). Évaluation des réponses courtes à l'aide de la similarité de phrases [Paper]. 12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025), Villeneuve d'Ascq, France (15 pages). External link

Desmarais, M. C., Kuichua Kamdem, O. B., & Bakhtiari, A. (2025, June). Évaluation des réponses courtes à l'aide de la similarité de phrases [Paper]. 12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025), Villeneuve d'Ascq, France. External link

Destras, O., Gohring de Magalhaes, F., Le Beux, S., & Nicolescu, G. (2025, April). All-Optical Reconfigurable Activation Function Based on Saturable Absorption [Paper]. 26th International Symposium on Quality Electronic Design (ISQED 2025), San Francisco, CA, USA. External link

Ekhlasi, M., Fiorini, A., Dagenais, M., Ezzati-jivan, N., & Lamothe, M. (2025, September). HybridRCA: Lightweight Critical-Path-Aware Hybrid Tracing for Root-Cause Analysis in Production Microservices [Paper]. International Conference on Software Maintenance and Evolution (ICSME 2025), Auckland, New Zealand. External link

Ekhlasi, M., Prakash, A., Lamothe, M., & Dagenais, M. (2025, April). InsightAI: Root Cause Analysis in Large Log Files with Private Data Using Large Language Model [Paper]. 4th International Conference on AI Engineering – Software Engineering for AI (CAIN 2025), Ottawa, ON, Canada. External link

El Hammami, W., Cherkaoui, S., & Wang, S. (2025, May). Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series [Paper]. International Wireless Communications and Mobile Computing (IWCMC 2025), Abu Dhabi, United Arab Emirates. External link

Elaasar, M., Hamou-Lhadj, A., Oakes, B., & Hamdaqa, M. (2025, October). Model-Based Systems Engineering Perspectives: A Survey of Practitioner Experiences and Challenges [Paper]. 28th International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C 2025), Grand Rapids, MI, USA. External link

Emezue, C., NaijaVoices Community, Awobade, B., Owodunni, A. T., Emezue, H., Emezue, G. M. T., Emezue, N. N., Ogun, S., Akinremi, B., Adelani, D. I., & Pal, C. J. (2025, August). The NaijaVoices Dataset: Cultivating Large-Scale, High-Quality, Culturally-Rich Speech Data for African Languages [Paper]. Interspeech 2025, Rotterdam, The Netherlands. External link

Fiter, K., Malassigné-Onfroy, L., & Oakes, B. (2025, October). DTInsight: A Tool for Explicit, Interactive, and Continuous Digital Twin Reporting [Paper]. 28th International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C 2025), Grand Rapids, MI, USA. External link

Fortier, M., Richter, M. L., Sonnentag, O., & Pal, C. J. (2025, April). CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Francoeur, J., Lorre, P., Iordachita, I., Kashyap, R., & Kadoury, S. (2025, July). Device-Specific Calibration Methods for Optical Frequency Domain Reflectometry-Based Shape Sensing in Catheters and Surgical Needles [Paper]. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025), Copenhagen, Denmark (7 pages). External link

Garcia-Alfaro, J., Barker, K., Navarro-Arribas, G., Delgado-Segura, S., Katsikas, S., Cuppens, F., Boulahia Cuppens, N., Lambrinoudakis, C., Pawlicki, M., & Choraś, M. (2024, September). Computer Security. ESORICS 2024 International Workshops [Paper]. 29th European Symposium on Research in Computer Security (ESORICS 2024), Bydgoszcz, Poland (545 pages). Published in Lecture notes in computer science. External link

Ghari, S., Fokaefs, M., & Li, H. (2025, June). SparkPerf: A Benchmarking Framework for Evaluating the Performance of Spark Data Analytics Projects [Paper]. IEEE Cloud Summit 2025, Washington, DC, USA. External link

Goffi, P.-E., Tremblay, R., & Oakes, B. (2025, October). Engineering a Digital Twin for the Monitoring and Control of Beer Fermentation Sampling [Paper]. 28th International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C 2025), Grand Rapids, MI, USA. External link

Gopakumar, V., Gray, A., Zanisi, L., Nunn, T., Giles, D., Kusner, M. J., Pamela, S., & Deisenroth, M. P. (2025, February). Calibrated Physics-Informed Uncertainty Quantification [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Grabinger, L., Al Madi, N., Bednarik, R., Busjahn, T., Engl, F., Ezer, T., Gruber, H., Hauser, F., Maletic, J. I., Obaidellah, U., Park, K.-, Sharif, B., Sharafi, Z., Shepherd, L., & Mottok, J. (2025, June). A Cookbook for Eye Tracking in Software Engineering [Paper]. 6th European Conference on Software Engineering Education (ECSEE 2025), Seeon, Germany. External link

Grzeczkowicz, R. J. É., Neal, C., Baghalizadeh Moghadam, N., Boulahia Cuppens, N., & Cuppens, F. (2024, November). Classifying Insider Threat Scenarios Through Explainable Articial Intelligence [Paper]. Risks and Security of Internet and Systems (CRiSIS 2024), Aix-en-Provence, France. Published in Lecture notes in computer science. External link

Hajzargarbashi, S., Côté, G., Boisvert, J., Meziane, R., Xu, C., Hubert, C., Jocelyn, S., & Gosselin, C. (2024, July). Collaborative robotic finishing platform for metal part processing towards industry 5.0 [Paper]. 15th International Conference on Mechanical and Aerospace Engineering (ICMAE 2024), Zagreb, Croatia. Available

Hamel, J., Gohring de Magalhaes, F., & Nicolescu, G. (2025, June). On the Exploration of Post-Quantum Algorithms on COTS-Based Avionic Architectures [Paper]. 23rd IEEE Interregional NEWCAS Conference (NEWCAS 2025), Paris, France. External link

Heurtel-Depeiges, D., Ruoss, A., Veness, J., & Genewein, T. (2025, July). Compression via pre-trained transformers: a study on byte-level multimodal data [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada (16 pages). External link

Huang, J., Parthasarathi, P., Rezagholizadeh, M., Chen, B., & Anbil Parthipan, S. C. (2025, July). Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination [Paper]. Findings of the Association for Computational Linguistics: ACL 2025, Vienna, Austria. External link

Huang, S.-W., Wu, X., & Li, H. (2025, June). LogLSHD: Fast Log Parsing with Locality-Sensitive Hashing and Dynamic Time Warping [Paper]. 21st International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2025)), Trondheim, Norway. External link

Jamshidi, S., Nikanjam, A., Wazed Nafi, K., & Khomh, F. (2025, August). Deep Reinforcement Learning-Based Intrusion Detection System: Defending Edge Gateways Against Mirai and Gafgyt [Paper]. 12th International Conference on Future Internet of Things and Cloud (FiCloud 2025), Istanbul, Turkiye. External link

Jamshidi, S., Nikanjam, A., Wazed Nafi, K., & Khomh, F. (2025, July). A Dynamic Security Pattern Selection Framework Using Deep Reinforcement Learning [Paper]. International Conference on Software Services Engineering (SSE 2025), Helsinki, Finland. External link

Jin, H., & Hamdaqa, M. (2025, June). CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models [Paper]. 29th International Conference on Evaluation and Assessment in Software Engineering (EASE 2025), Istanbul, Turkiye. External link

Joshi, N., Baweja, S., Kumar, S., Shokeen, V., Sharma, A., & Gahlawat, V. (2025, November). A Comparative Study of Classical and Quantum Support Vector Machines for Multimodal Oral Cancer Detection [Paper]. International Conference on Data Mining Workshops (ICDMW 2025), Washington, DC, USA. External link

Kastner, T., Rowland, M., Tang, Y., Erdogdu, M. A., & Farahmand, A.-M. (2025, July). Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Kazemi, F., Lamothe, M., & McIntosh, S. (2025, October). Interrogative Comments Posed by Review Comment Generators: An Empirical Study of Gerrit [Paper]. International Symposium on Empirical Software Engineering and Measurement (ESEM 2025), Honolulu, HI, USA (12 pages). External link

Kemertas, M., Farahmand, A.-M., & Jepson, A. D. (2025, April). A truncated newton method for optimal transport [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Keyela, P., & Cherkaoui, S. (2025, February). Open RAN Slicing with Quantum Optimization [Paper]. Global Information Infrastructure and Networking Symposium (GIIS 2025), Dubai, United Arab Emirates. External link

Khan, A. U., Shokrizadeh, A., & Cheng, J. (2025, April). Beyond Automation: How Designers Perceive AI as a Creative Partner in the Divergent Thinking Stages of UI/UX Design [Paper]. Conference on Human Factors in Computing Systems (CHI 2025), Yokohama, Japan. External link

Khatiri, S., Zohdinasab, T., Saurabh, P., Humeniuk, D., & Panichella, S. (2025, March). ICST tool competition 2025 – UAV testing track [Paper]. Conference on Software Testing, Verification and Validation (ICST 2025), Napoli, Italy. External link

Khatiri, S., Zohdinasab, T., Saurabh, P., Humeniuk, D., & Panichella, S. (2025, April). SBFT tool competition 2025 – UAV testing track [Paper]. International Workshop on Search-Based and Fuzz Testing (SBFT 2025), Ottawa, Ontario, Canada. External link

Kirana, M. C., & Cherkaoui, S. (2025, December). Robust Ensemble Model for Attack Detection in Open RAN [Paper]. IEEE Global Communications Conference (GLOBECOM 2025), Taipei, Taiwan. External link

Kosbar, S., & Hamdaqa, M. (2025, April). Smells-sus: Sustainability Smells in IaC [Paper]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada. External link

Kubik, T., Guibault, F., Španěl, M., & Lombaert, H. (2025, May). ToothForge: Automatic Dental Shape Generation Using Synchronized Spectral Embeddings [Paper]. 29th International Conference on Information Processing in Medical Imaging (IPMI 2025), Kos, Greece. Published in Lecture notes in computer science. External link

Landelle, C., Kinany, N., St-Onge, S., Lungu, O., De Leener, B., Marchand-Pauvert, V., & Doyon, J. (2025, May). Aging causes structural and functional reorganization of the human spinal cord [Paper]. ISMRM & ISMRT Annual Meeting (ISMRM-ISMRT 2025), Honolulu, Hawaii, USA. Published in Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition. External link

Lazli, L. Applying Transfer Learning Based Deep Models on Structural and Functional Brain Images to Predict Alzheimer's Disease [Paper]. Unspecified. External link

Lazli, L., Boukadoum, M., & Cheriet, F. (2024, December). Places365-CNNs for 4-Way Classification of Alzheimer's Disease Using MRI Images [Paper]. 11th International Conference on Computational Science and Computational Intelligence (CSCI 2024), Las Vegas, NV, USA. External link

Lazli, L., Cheriet, F., & Boukadoum, M. (2025, July). Brain Imaging Data Classification with Deep Reinforcement Learning and Multimodal Fusion [Paper]. 21st International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2025), Hohhot, China. External link

Lazli, L., Cheriet, F., & Boukadoum, M. (2025, May). Diagnosis of Alzheimer's Disease with Deep Convolutional Neural Networks Using FDG-PET Brain Images [Paper]. 9th International Conference on Medical and Health Informatics (ICMHI 2025), Kyoto, Japan. External link

Lecardonnel, T. J. M., Hurter, C., & Hurtut, T. (2025, April). GenQA: A Method for Generating and Validating Question/Answer Pairs from Journalistic Data Material [Paper]. 18th Pacific Visualization Conference (PacificVis 2025), Taipei City, Taiwan. External link

Lefoul, J.-B., Gohring de Magalhaes, F., Bhatnagar, B., & Nicolescu, G. (2024, December). A653MSim: An ARINC 653 Multicore Simulator [Paper]. 16th EAI International Conference (SIMUtools 2024), Bratislava, Slovakia. External link

Legault, Z., Playout, C., Girard, F., & Cheriet, F. (2025, February). Graph-based representation of retinal lesions for an interpretable diagnosis of diabetic retinopathy [Paper]. Computer-Aided Diagnosis, San Diego, United States (10 pages). External link

Lepetit-Aimon, G., Mameri, L., Duval, R., & Cheriet, F. (2025, April). Enhanced Graph Representation for Reliable Retinal Vessel Analysis: CLSA Population-Based Study [Paper]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA. External link

Lescarbeault, É., & Séoud, L. (2025, April). Breast Cancer Detection from Thermal Images Using Asymmetries in Learned Texture Vectors [Paper]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA. External link

Liao, L., Eismann, S., Li, H., Bezemer, C.-P., Costa, D. E., van Hoorn, A., & Shang, W. (2025, April). Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models [Paper]. 47th International Conference on Software Engineering (ICSE 2025), Ottawa, ON, Canada. External link

Liu, X., Belkhiri, A., Jin, M., Li, Y., & Artho, C. (2025, March). ContractViz: Extending Eclipse Trace Compass for Smart Contract Transaction Analysis [Paper]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. External link

Liu, X., Wang, R., Fang, N., Zhang, P., Oblak, T., Anžur, L., Peer, P., Borcovas, E., Nakvosas, A., Mataitis, I., Pašvenskas, V., Stankevičius, A., Lange, M., Stumpf, D., Utcke, S., Szwargulski, P., Girard, F., Legault, Z., Thakur, E., ... Raja, K. (2025, September). 2nd Latent in the Wild Fingerprint Recognition Competition [Paper]. International Joint Conference on Biometrics (IJCB 2025), Osaka, Japan (9 pages). External link

Luo, G. Y., Favero, G. M., Luo, Z. H., Jolicoeur-Martineau, A., & Pal, C. J. (2025, April). Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Ma, A., Farahmand, A.-M., Pan, Y., Torr, P., & Gu, J. (2024, September). Improving Adversarial Transferability via Model Alignment [Paper]. 18th European Conference on Computer Vision (ECCV 2024), Milan, Italy. External link

Ma, A., Pan, Y., & Farahmand, A.-M. (2025, February). PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Maamari, K., Landy, C., & Mhedhbi, A. (2025, January). GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise [Paper]. 15th Annual Conference on Innovative Data Systems Research (CIDR ’25), Amsterdam, The Netherlands. External link

Manibod, V., Saikali, D., & Pesant, G. Constrained Sequential Inference in Machine Learning Using Constraint Programming [Paper]. 34th International Joint Conference on Artificial Intelligence (IJCAI 2025), Montréal, Québec. External link

Manke, R., Wardat, M., Khomh, F., & Rajan, H. (2025, April). Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning [Paper]. 47th International Conference on Software Engineering (ICSE 2025), Ottawa, ON, Canada. External link

Marjani-Bajestani, S.-E., & Beltrame, G. (2024, July). Event-Based Vision for Robot Soccer [Paper]. 27th RoboCup International Symposium (RoboCup 2024), Eindhoven, The Netherlands. Published in Lecture notes in computer science. External link

Marty, T., Boisvert, L., François, T., Tessier, P., Gautier, L., Rousseau, L.-M., & Cappart, Q. (2025, June). Apprentissage et calibrage d'une heuristique générique de choix de valeur dans un solveur de programmation par contraintes [Paper]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (3 pages). External link

Merzouk, M. A., Beurier, E., Yaich, R., Boulahia Cuppens, N., Cuppens, F., & Khomh, F. (2025, June). Diffusion-Based Adversarial Purification for Intrusion Detection [Paper]. 39th IFIP WG 11.3 Annual Conference on Data and Applications Security and Privacy (DBSec 2025), Gjøvik, Norway. Published in Lecture notes in computer science. External link

Mohanty, S., Arabzadeh, N., Tupini, A., Sun, Y., Skrynnik, A., Zholus, A., Côté, M.-A., & Kiseleva, J. (2025, July). IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents [Paper]. The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy. External link

Morantin, B. R. M., Hatier, R., Ould-Bachir, T., Boulahia Cuppens, N., & Cuppens, F. (2025, December). Enhancing Autonomous Vehicle Security: An Adaptive CAN Bus Testbed Architecture [Paper]. 4th Industrial Electronics Society Annual On-Line Conference (ONCON 2025), Kharagpur, India (6 pages). External link

Naaman, R., Gohring de Magalhaes, F., Ouattara, J.-Y. S., & Nicolescu, G. (2025, September). Quantum Enhanced Anomaly Detection for ADS-B Data Using Hybrid Deep Learning [Paper]. 44th Digital Avionics Systems Conference (DASC 2025), Montreal, QC, Canada (9 pages). External link

Naciri, S., Gamache, O., Ouellet-Boudreault, J., Abusitta, A., Bellaïche, M., & Halabi, T. (2025, November). Learning-enabled Intrusion Detection in IoT: Current Challenges and Future Directions [Paper]. International Conference on Smart Internet of Things (SmartIoT 2025), Sydney, Australia. External link

Naimi, S., Said, A., Bouachir, W., & Bilodeau, G.-A. (2025, May). InceptoFormer: a multi-signal neural framework for Parkinson's disease severity evaluation from gait [Paper]. 38th Canadian Conference on Artificial Intelligence (Canadian AI 2025), Calgary, Alberta, Canada (11 pages). Available

Nanamou, N. K., Ben Salem, R., Bkakria, A., Boulahia Cuppens, N., & Cuppens, F. (2025, November). From static to dynamic risk indicators in predicting and detecting insider attacks [Paper]. 24th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2025), Guiyang, China. External link

Nayak, S., Jian, X., Lin, K. Q., Rodriguez, J. A., Kalsi, M., Chapados, N., Özsu, M. T., Agrawal, A., Vazquez, D., Pal, C. J., Taslakian, P., Gella, S., & Rajeswar, S. (2025, February). UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Ngamboe Mvogo, M. S., Marrocco, J.-S., Ouattara, J.-Y. S., Fernandez, J. M., & Nicolescu, G. (2025, September). New Machine Learning Approaches for Intrusion Detection in ADS-B [Paper]. 44th Digital Avionics Systems Conference (DASC 2025), Montreal, QC, Canada (10 pages). External link

Njoku, A. O., Li, H., & Khomh, F. (2025, May). Kernel-Level Event-Based Performance Anomaly Detection in Software Systems under Varying Load Conditions [Paper]. 16th International Conference on Performance Engineering (ICPE 2025), Toronto, ON, Canada. External link

Nourollahi, M., Haghshenas, A., & Dagenais, M. (2025, May). TraceLens: Early Detection of Software Anomalies Using Critical Path Analysis [Paper]. 16th ACM/SPEC International Conference on Performance Engineering (ICPE 2025), Toronto, ON, Canada. External link

Onno Wesselink, E., Elliott, J. M., McKay, M. J., De Martino, E., Caplan, N., Mackey, S., Cohen-Adad, J., Bédard, S., De Leener, B., Enamundram, M. V. N. K., Law, C., Fortin, M., Vleggeert-Lankamp, C., Di Ieva, A., Kim, B., Hancock, M. J., Pool-Goudzwaard, A., Pevenage, P., & Weber I. I., K. A. (2025, May). Segment-Any-Muscle: Towards an Open-Source, Contrast-Agnostic Computer-Vision Muscle Segmentation Model for MRI and CT [Paper]. ISMRM & ISMRT Annual Meeting (ISMRM-ISMRT 2025), Honolulu, Hawaii, USA. Published in Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition. External link

Pavlasek, J., Riopelle, B., Narula, A., Sun, S., & Gaskell, P. (2025, June). Designing a versatile robot framework for undergraduate robotics education [Paper]. ASEE Annual Conference & Exposition (ASEE 2025), Montréal, Québec (17 pages). External link

Pavlasek, J., Riopelle, B., Narula, A., Sun, S., & Gaskell, P. (2025, June). Designing a versatile robot framework for undergraduate robotics education [Paper]. ASEE Annual Conference & Exposition (ASEE 2025), Montréal, Québec. External link

Pepe, F., Farkas, C., Nayebi, M., Antoniol, G., & Di Penta, M. (2025, April). How do papers make into machine learning frameworks: a preliminary study on tensorflow [Paper]. 33rd International Conference on Program Comprehension (ICPC 2025), Ottawa, Ontario, Canada. External link

Promodya Thirimanne, S., Lemango, E. Y., Antoniol, G., & Nayebi, M. (2025, July). One Documentation Does Not Fit All : Case study of TensorFlow Documentation [Paper]. 49th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2025), Toronto, ON, Canada. External link

Proulx, A., Ould-Bachir, T., Boulahia Cuppens, N., & Cuppens, F. (2025, October). Project Foxtrot: Abstracting the Complexity of Bitstream Reverse Engineering Through ML [Paper]. Physical Assurance and Inspection of Electronics (PAINE 2025), Denver, CO, USA (8 pages). External link

Qasse, I., Hamdaqa, M., & Jónsson, B. Þ. (2025, April). EvoChain: A Framework for Tracking and Visualizing Smart Contract Evolution [Paper]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada. External link

Qasse, I., Hamdaqa, M., & Jónsson, B. Þ. (2025, November). PROXiFY: A Bytecode Analysis Tool for Detecting and Classifying Proxy Contracts in Ethereum Smart Contracts [Paper]. 40th International Conference on Automated Software Engineering (ASE 2025), Seoul, Korea. External link

Qin, Q., Aghili, R., Li, H., & Merlo, E. (2025, March). Preprocessing is All You Need: Boosting the Performance of Log Parsers with a General Preprocessing Framework [Paper]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. External link

Qin, Q., Li, H., Merlo, E., & Lamothe, M. (2025, April). Automated, unsupervised, and auto-parameterized inference of data patterns and anomaly detection [Paper]. 47th International Conference on Software Engineering (ICSE 2025), Ottawa, Ontario, Canada. External link

Rezagholizadeh, E., Kohlert, S., Kashyap, R., & Sanso, B. (2025, June). Single-Hop-First Routing and Dynamic Rerouting for Greener OTN over EON [Paper]. IEEE International Conference on Communications Workshops (ICC Workshops 2025), Montreal, QC, Canada. External link

Richter, L., He, X., Minervini, P., & Kusner, M. J. (2025, April). An auditing test to detect behavioral shift in language models [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Rifat Arefin, M., Subbaraj, G., Gontier, N., LeCun, Y., Rish, I., Shwartz-Ziv, R., & Pal, C. J. (2025, April). SEQ-VCR : preventing collapse in intermediate transformer representations for enhanced reasoning [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Robert, T., Ould-Bachir, T., Combet, V., & Monthéard, R. (2025, July). Simulation en temps-réel d'un convertisseur résonant CLLLC sur cible FPGA à bas coût [Paper]. Symposium de génie électrique (SGE 2025), Toulouse, France (5 pages). External link

Robert, T., Ould-Bachir, T., Combet, V., Kenzi, M., & Monthéard, R. (2025, October). Accurate Real-Time Simulation of CLLLC Converters on FPGA: A Study of Sampling Resolution and Beating Effect [Paper]. 51st Annual Conference of the IEEE Industrial Electronics Society (IECON 2025), Madrid, Spain (6 pages). External link

Rodríguez, J. A., Puri, A., Agarwal, S., Laradji, I., Rajeswar, S., Vázquez, D., Pal, C. J., & Pedersoli, M. (2025, February). StarVector: Generating Scalable Vector Graphics Code from Images and Text [Paper]. 39th AAAI Conference on Artificial Intelligence, Philadelphia, PA, USA. Published in Proceedings of the AAAI Conference on Artificial Intelligence, 39(28). External link

Rodríguez, J. A., Puri, A., Agarwal, S., Laradji, I., Rodríguez, P., Rajeswar, S., Vázquez, D., Pal, C. J., & Pedersoli, M. (2025, June). StarVector: Generating Scalable Vector Graphics Code from Images and Text [Paper]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. External link

Rodriguez, J., Jian, X., Panigrahi, S. S., Zhang, T., Feizi, A., Puri, A., Kalkunte, A., Savard, F., Masry, A., Nayak, S., Awal, R., Massoud, M., Abaskohi, A., Li, Z., Wang, S., Noel, P.-A., Richter, M. L., Vadacchino, S., Agarwal, S., ... Rajeswar, S. (2025, April). BIGDOCS : an open dataset for training multimodal models on document and code tasks [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Rouatbi, A., Syriani, E., & Oakes, B. (2025, October). DTChecker: A Real-Time Signal Monitoring and Property Specification Tool for Digital Twins [Paper]. 28th International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C 2025), Grand Rapids, MI, USA. External link

Rousselot, A., Boulahia Cuppens, N., Bouakkaz, S., & Ouattara, J.-Y. S. (2023, July). Securing Automatic Identification System Based onCertificateless Cryptography [Paper]. 20th International Conference on Security and Cryptography (SECRYPT 2023), Rome, Italie (28 pages). Published in Communications in computer and information science. External link

Rowe, L., Girgis, R., Gosselin, A., Paull, L., Pal, C. J., & Heide, F. (2025, June). Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments [Paper]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. External link

Sabatier Montanaro, Y., Jacquet, T. J., Cappart, Q., & Desaulniers, G. (2025, November). A Column Generation Heuristic for Multi-depot Electric Bus Scheduling [Paper]. 22nd International Conference on integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2025), Melbourne, VIC, Australia. Published in Lecture notes in computer science. External link

Sahu, G., Puri, A., Rodriguez, J. A., Abaskohi, A., Chegini, M., Drouin, A., Taslakian, P., Zantedeschi, V., Lacoste, A., Vazquez, D., Chapados, N., Pal, C. J., Rajeswar, S., & Laradji, I. (2025, April). InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Sanei, A., & Cheng, J. (2025, April). Untold Stories: Unveiling the Scarce Contributions of UX Professionals to Usability Issue Discussions of Open Source Software Projects [Paper]. Conference on Human Factors in Computing Systems (CHI 2025), Yokohama, Japan. External link

Shahedi, K., Khouzam, M., Li, H., Lamothe, M., & Khomh, F. (2025, November). From Technical Excellence to Practical Adoption: Lessons Learned Building an ML-Enhanced Trace Analysis Tool [Paper]. 40th International Conference on Automated Software Engineering (ASE 2025), Seoul, Korea. External link

Shahedi, K., Lamothe, M., Khomh, F., & Li, H. (2025, April). JPerfEvo: A Tool for Tracking Method-Level Performance Changes in Java Projects [Paper]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada. External link

Sharma, A., Dalmia, A., Kazemi, M., Zouaq, A., & Pal, C. J. (2025, April). GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models [Paper]. Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico. External link

Shen, H., Caroline Hu, B., Czarnecki, K., Marsso, L., & Chećhik, M. (2025, February). Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance [Paper]. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Tucson, AZ, USA. External link

Shokrizadeh, A., Bahati Tadjuidje, B., Kumar, S., Kamble, S., & Cheng, J. (2025, April). Dancing With Chains: Ideating Under Constraints With UIDEC in UI/UX Design [Paper]. Conference on Human Factors in Computing Systems (CHI 2025), Yokohama, Japan. External link

Tashman, D., & Cherkaoui, S. (2025, December). Dynamic Grover Search Optimization with Deep Q-Networks for Active User Detection [Paper]. IEEE Global Communications Conference (GLOBECOM 2025), Taipei, Taiwan. External link

Tashman, D., & Cherkaoui, S. (2025, February). Dynamic Synergy: Leveraging RIS and Reinforcement Learning for Secure, Adaptive Underlay Cognitive Radio Networks [Paper]. Global Information Infrastructure and Networking Symposium (GIIS 2025), Dubai, United Arab Emirates. External link

Tashman, D., & Cherkaoui, S. (2025, May). Quantum-Aided Active User Detection for Energy-Efficient CD-NOMA in Cognitive Radio Networks [Paper]. International Wireless Communications and Mobile Computing (IWCMC 2025), Abu Dhabi, United Arab Emirates. External link

Thakkar, M., Fournier, Q., Riemer, M., Chen, P.-Y., Zouaq, A., Das, P., & Anbil Parthipan, S. C. (2025, July). Combining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs [Paper]. 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria. External link

Tholl, K., El Mezouar, M., & Al Mallah, R. (2025, December). A Comparative Evaluation of Teacher-Guided Reinforcement Learning Techniques for Autonomous Cyber Operations [Paper]. Annual Congress on Artificial Intelligence of Things (AIoT 2025), Osaka, Japan. External link

Touati, R., & Kadoury, S. (2025, July). Structural Guidance in Stacked Generative Diffusion Model: Synthesizing Head and Neck CT from MRI in Radiotherapy Planning [Paper]. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025), Copenhagen, Denmark (6 pages). External link

Vaithilingam Sudhakar, A., Nekoei, H., Reymond, M., Rajendran, J., Liu, M., & Anbil Parthipan, S. C. (2025, April). A generalist hanabi agent [Paper]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Vaithilingam, P., Kim, M., Acosta-Parenteau, F.-C., Lee, D., Mhedhbi, A., Glassman, E. L., & Arawjo, I. (2025, September). Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale [Paper]. 38th Annual ACM Symposium on User Interface Software and Technology (UIST 2025), Busan, Republic of Korea (18 pages). External link

Veed, S. P., Daftary, S. M., Singh, B., Rudra, M., Berhe, S., Maynard, M., & Khomh, F. (2025, February). IoT Software Updates: User Perspectives in the Context of NIST IR 8259A [Paper]. Workshop on Security and Privacy in Standardized IoT (SDIoTSec 2025), San Diego, CA, USA (5 pages). External link

Verhaeghe, H., Cappart, Q., Pesant, G., & Quimper, C.-G. (2025, June). Apprentissage de précédences pour des problèmes de planification avec des réseaux de neurones en graphes [Paper]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (3 pages). External link

Voelcker, C. A., Pedan, A., Ahmadian, A., Abachi, R., Gilitschenski, I., & Farahmand, A.-M. (2025, February). Calibrated Value-Aware Model Learning with Probabilistic Environment Models [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Wanko Naa, F., Boulahia Cuppens, N., & Cuppens, F. (2025, June). Operating Under Constraints: Identifying Requirements for Enhanced Cyber Resilience Management [Paper]. 39th IFIP WG 11.3 Annual Conference on Data and Applications Security and Privacy (DBSec 2025), Gjøvik, Norway. Published in Lecture notes in computer science. External link

Weiss, M., Rahaman, N., & Pal, C. J. (2025, May). MapBot: A Multi-Modal Agent for Geospatial Analysis [Paper]. 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), Detroit, MI, USA. External link

Williams, A. R., Ashok, A., Marcotte, É., Zantedeschi, V., Subramanian, J., Riachi, R., Requeima, J., Lacoste, A., Rish, I., Chapados, N., & Drouin, A. (2025, February). Context is Key: A Benchmark for Forecasting with Essential Textual Information [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Xuan, W., Yang, R., Qi, H., Zeng, Q., Xiao, Y., Feng, A., Liu, D., Xing, Y., Wang, J., Lu, J., Gao, F., Jiang, Y., Li, H., Li, X., Yu, K., Dong, R., Gu, S., Li, Y., Xie, X., ... Li, I. (2025, November). MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation [Paper]. Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China. External link

Yin, C., Cappart, Q., & Pesant, G. (2025, November). Shaping Reward Signals in Reinforcement Learning Using Constraint Programming [Paper]. 22nd International Conference on integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2025), Melbourne, VIC, Australia. Published in Lecture notes in computer science. External link

Zhao, X., & Xie, Y. (2025, May). Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning [Paper]. 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025), Mai Khao, Thailand. External link

Zhu, Y., De Souza, D. A., Shi, Z., Yang, M., Minervini, P., Kusner, M. J., & D'Amour, A. (2025, February). When Can Proxies Improve the Sample Complexity of Preference Learning? [Paper]. 42nd International Conference on Machine Learning (PMLR 2025), Vancouver, BC, Canada. External link

Poster

Baumstimler, P., Gagné, S., Champagne, M., Gagnon, J.-M., Playout, C., & Séoud, L. (2025, September). Anomaly Detection in Anterior Eye Segment Using Self-Supervised Siamese Autoencoders [Poster]. 28th international conference on medical image computing and computer assisted intervention (MICCAI 2025), Daejeon, South Korea (1 page). Unavailable

Chapdelaine, C., Jobin, F., Khomh, F., Ménard, L., Rezgui, J., & Turgeon, C. (2025, May). PhonIA : Une collecte de données inclusive pour développer une IA en orthophonie adaptée au français et à sa diversité d'accents [Poster]. 92e congrès de l’ACFAS, Montréal, QC, Canada. External link

Emadoye, J., Ton That, H., Xu, K., Zhang, E., Nadeau, H., Cox, S., Lodygensky, G., & De Leener, B. (2025, May). Caractérisation des lésions ponctuées de la substance blanche néonatales [Poster]. 92e congrès de l’ACFAS, Montréal, QC, Canada. External link

Poellhuber, B., Desmarais, M. C., & Ronzon, F. (2025, June). Développement et validation d'un assistant pédagogique intelligent pour les personnes enseignantes [Poster]. 12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025), Villeneuve d'Ascq, France. External link

Yuan, Y., Chen, C., Pal, C. J., & Liu, X. (2025, April). ParetoFlow: guided flows in multi-objective optimization [Poster]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. External link

Abstract

Dhaouadi, M., Oakes, B., & Famelis, M. (2025, June). Automated Extraction and Analysis of Developer's Rationale in Open Source Software [Abstract]. ACM on Software Engineering (FSE 2025), Trondheim, Norway. External link

Dhaouadi, M., Oakes, B., & Famelis, M. (2025, April). CoMRAT: Commit Message Rationale Analysis Tool [Abstract]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada (1 page). External link

Izquierdo-Verdiguier, E., Moreno-Martínez, Á., Stoy, P., Sonnentag, O., Pal, C. J., Kang, Y., Keenan, T., Desai, A. R., Metzger, S., Xiao, J., Fortier, M., Bassiouni, M., Ranjbar, S., Bower, S., Hoffman, S., Losos, D., & Clinton, N. (2025, April). BenchFlux: advancing nature-based climate solutions through scale-aware CO₂ flux benchmarks [Abstract]. EGU General Assembly 2025, Vienna, Austria (2 pages). Available

Pernías, P., Rampas, D., Richter, M. L., Pal, C. J., & Aubreville, M. (2025, March). Würstchen [Abstract]. Bildverarbeitung für die Medizin 2025 (BVM 2025), Regensburg, Germany. Published in Informatik aktuell. External link

Presentation

Hains, G., Mullin, L., & Mullins, J. (2025, July). Theory of arrays, high-performance code generation. Denotational semantics and mathematical problems [Presentation]. In World Congress in Computer Science, Computer Engineering & Applied Computing (CSCE 2025), Las Vegas, NV, USA. External link

Nicolescu, G., & Lakhssassi, A. (2025, May). Axe 2: Implémentation et validation des microsystèmes [Presentation]. In 92e congrès de l’ACFAS, Montréal, QC, Canada. External link

Master's thesis

Abbasi Moghadam, N. (2025). Generative Diffusion Model for Dental Implant Prosthetic Crown Design: A Context-Aware Approach with Scan Marker Classification [Master's thesis, Polytechnique Montréal]. Available

Abbassi, A. A. (2025). Towards Reliable and Trustworthy Pipelines for MLOps and LLMOps [Master's thesis, Polytechnique Montréal]. Available

Al-Mallah, R. (2025). Toward Improved ICU Care – Predicting Blood Draw Frequency at Admission Time with Deep Learning [Master's thesis, Polytechnique Montréal]. Available

Asaran Darban, A. (2025). Multi-Camera Calibration and Real-Time Pose-Guided View Selection for Supervision of Human-Robot Interaction [Master's thesis, Polytechnique Montréal]. Available

Banerjee, R. (2025). Automated Segmentation of the Spinal Cord on Magnetic Resonance Echo Planar Images [Master's thesis, Polytechnique Montréal]. Available

Baudot, A. (2025). Guider la recherche grâce au passage de messages pour les problèmes d'optimisation sous contraintes [Master's thesis, Polytechnique Montréal]. Available

Bittard, V. (2025). Role mining sensible à l'accumulation de privilèges [Master's thesis, Polytechnique Montréal]. Available

Chen Kuang Piao, Y. (2025). Refactoring with LLMs: Insights from Martin Fowler's Catalog [Master's thesis, Polytechnique Montréal]. Available

Clavaud, A. (2025). The Challenges of Learning Representations for Reinforcement Learning Without Experience Replay [Master's thesis, Polytechnique Montréal]. Available

de Malefette, C. (2025). Améliorer la confiance envers les outils d'IA pour sécuriser les communications avioniques avec l'IA eXplicable [Master's thesis, Polytechnique Montréal]. Available

Deloumeau, N. (2025). Développement et caractérisation d'une solution de traçage pour systèmes hétérogènes CPU-FPGA [Master's thesis, Polytechnique Montréal]. Available

Djian, B. P. P. (2025). Computational Profile Likelihood for Fairness Evaluation and Correction of Deep Neural Network Classifiers [Master's thesis, Polytechnique Montréal]. Available

Galaup, C. J. P. (2025). Approches pour la détection automatique de présence sexuelle en temps réel via analyse d'EEG [Master's thesis, Polytechnique Montréal]. Available

Garancini, C. (2025). Closing the Reality Gap by Estimating Dynamic Residuals with Gaussian Processes [Master's thesis, Polytechnique Montréal]. Available

Ghader Azad, H. (2025). Enhancing Student Engagement through Learning Analytics : A User-Centered Dashboard for LMS Platforms [Master's thesis, Polytechnique Montréal]. Available

Ghorbanizad, M. (2025). Privacy-Preserving Federated Learning Architecture for Secure Patient Data Sharing in Hospital Networks [Master's thesis, Polytechnique Montréal]. Available

Gosselin, A. (2025). Controllable Realistic Simulation and Video Generation for Autonomous Vehicles in Safety-Critical Scenarios [Master's thesis, Polytechnique Montréal]. Available

Gyambrah, N. (2025). Balancing Software Maintainability and Performance: An Empirical Study on Refactoring Practices [Master's thesis, Polytechnique Montréal]. Available

Haidar, S. (2025). Modélisation Statistique de Formes Dentaires Humaines par Harmoniques Sphériques [Master's thesis, Polytechnique Montréal]. Available

Hozhabri Nezhad, R. (2025). Reimagining Open Source Software Usability Through Design Fiction [Master's thesis, Polytechnique Montréal]. Available

Kasrelou, S. (2025). Verifiability of Unlearning Schemes Through Local Explanation [Master's thesis, Polytechnique Montréal]. Available

Kung, Y.-C. (2025). Intraoperative Vertebra Segmentation From 3D Point Clouds for Radiation-Free Spinal Curve Tracking in Scoliosis Surgery [Master's thesis, Polytechnique Montréal]. Available

Le Sellier de Chezelles, T. (2025). Standardisation et reproductibilité dans l'évaluation des agents web basés sur les grands modèles de langage [Master's thesis, Polytechnique Montréal]. Available

Lemieux-Bourque, A. (2025). Modélisation, simulation et contrôle par apprentissage par renforcement d'un robot de type dirigeable [Master's thesis, Polytechnique Montréal]. Available

Lepouttre, T. (2025). Résolution en temps réel du problème de la prise de rendez-vous dans des tournées de véhicules par apprentissage automatique [Master's thesis, Polytechnique Montréal]. Available

Malekpour, M. (2025). Enhancing Text-to-SQL Systems Through LLM Routing and Effective Evaluation [Master's thesis, Polytechnique Montréal]. Available

Mameri, L. (2025). Vers une standardisation de l'oculomique vasculaire: Évaluation de biomarqueurs rétiniens dans la cohorte ÉLCV [Master's thesis, Polytechnique Montréal]. Available

Mbiazi Njanda, D. H. (2025). Fairness via Explanation Quality [Master's thesis, Polytechnique Montréal]. Available

Mehenni, G. (2025). Ontology-Constrained Generation of Domain-Specific Clinical Summaries [Master's thesis, Polytechnique Montréal]. Available

Mssellati, N. (2025). Modèle d'optimisation pour le transbordement de palettes dans des conteneurs [Master's thesis, Polytechnique Montréal]. Available

Mzoughi, S. (2025). Building Robust Deep Learning Models for Visual Perception Tasks [Master's thesis, Polytechnique Montréal]. Available

Odic, N. (2025). Segmentation de l'opérateur à partir d'images RGB-D pour l'estimation de position dans un environnement de collaboration humain-robot [Master's thesis, Polytechnique Montréal]. Available

Pourmand, S. (2025). A Secure Next-Generation Firewall Architecture Against DDoS Attacks [Master's thesis, Polytechnique Montréal]. Available

Riahi, M. (2025). Leveraging Query Expansion and Augmentation for Text-to-SQL Evaluation [Master's thesis, Polytechnique Montréal]. Available

Rulh, B. (2025). Mise en place et expérimentation d'une infrastructure de test de la cybersécurité des technologies opérationnelles navales [Master's thesis, Polytechnique Montréal]. Available

Sabatier Montanaro, Y. (2025). Génération de colonnes et sélection d'arcs de recharge pour un problème d'horaires d'autobus électriques [Master's thesis, Polytechnique Montréal]. Available

Saikali, D. (2025). Generating Valid and Desirable Molecules using Constraint Programming and Hybrid Machine Learning Models [Master's thesis, Polytechnique Montréal]. Available

Sargordi, S. (2025). Combined Image Synthesis and Deformable Registration Framework for MRI-Based Adaptive Radiotherapy [Master's thesis, Polytechnique Montréal]. Available

Zarrami, W. (2025). Localisation des humains en présence d'artéfacts environnementaux à l'aide du radar FMCW [Master's thesis, Polytechnique Montréal]. Available

Zrouki, D. (2025). Automatic Classification of Closed Angle Glaucoma in Anterior Eye Segment Images [Master's thesis, Polytechnique Montréal]. Available

Ph.D. thesis

Abbasmollaei, M. (2025). FPGA-Friendly Programmable Data Plane: A Transition from P4 Semantics to Pipeline Implementations via High-Level Synthesis Approaches [Ph.D. thesis, Polytechnique Montréal]. Available

Aghili, R. (2025). Improving the Infrastructures of AIOps by Bridging the Data Gap [Ph.D. thesis, Polytechnique Montréal]. Available

Anwar, N. (2025). From Temporal Coherence to Cross-Modal Intelligence: A Modular Framework for Video Object Detection [Ph.D. thesis, Polytechnique Montréal]. Available

Arisdakessian, S. (2025). Game-Theoretic Client Selection Mechanisms for Fairness, Incentives, and Security in Federated Learning with Non-IID Data [Ph.D. thesis, Polytechnique Montréal]. Available

Darche, S. (2025). Profiling and Tracing Tools for General-Purpose Computing on Graphics Processing Units (GPGPU) [Ph.D. thesis, Polytechnique Montréal]. Available

Dorostkar, F. (2025). Détection à faible surcoût des conditions de course et des violations de la sûreté de la mémoire de tas [Ph.D. thesis, Polytechnique Montréal]. Available

Ekhlasi, M. (2025). Diagnostic automatisé des performances dans les systèmes distribués à l'aide de traces, de métriques système et de modèles de langage de grande taille [Ph.D. thesis, Polytechnique Montréal]. Available

Erfan, F. (2025). Securing Blockchain Networks and Applications Against DoS Attacks and Smart Contract Vulnerabilities [Ph.D. thesis, Polytechnique Montréal]. Available

Etibou, J. G. V. (2025). Securing Mobile Payments in Connected and Not Connected IoT Environments [Ph.D. thesis, Polytechnique Montréal]. Available

Gharib, W. S. A. F. (2025). Interpretable Predictive Modeling for Patient Readmission in Intensive Care Units [Ph.D. thesis, Polytechnique Montréal]. Available

Goumidi, H. (2025). Architecture de communication sécurisée pour les systèmes de soins de santé dans les villes intelligentes [Ph.D. thesis, Polytechnique Montréal]. Available

Hosseinimanesh, G. (2025). 3D Shape Generation: Geometrical and Functional Methods for Dental Crown Design [Ph.D. thesis, Polytechnique Montréal]. Available

Jamshidi, S. (2025). Deep Reinforcement Learning for Intrusion Detection in IoT Systems: Enhancing Security and Energy Efficiency [Ph.D. thesis, Polytechnique Montréal]. Available

Lepetit-Aimon, G. (2025). Modélisation topologique du réseau vasculaire rétinien à partir d'image de fond d'oeil [Ph.D. thesis, Polytechnique Montréal]. Available

Majdinasab, V. (2025). Lost in The Latent Space: Understanding, Auditing, and Evaluating Machine Learning Models for Code [Ph.D. thesis, Polytechnique Montréal]. Available

Ngamboe Mvogo, M. S. (2025). Securing the ADS-B Protocol: A Comprehensive Framework Combining Bandwidth-Efficient Broadcast Authentication and Deep Learning-Based Intrusion Detection [Ph.D. thesis, Polytechnique Montréal]. Available

Nourollahi, M. (2025). A Goal-Based Adaptive Tracing Method for Detecting Performance Anomalies and Anti-Patterns in Distributed Systems [Ph.D. thesis, Polytechnique Montréal]. Available

Nouwou Mindom, P. S. (2025). Deep Reinforcement Learning in Software Engineering: Empirical Insights and Practical Guidelines [Ph.D. thesis, Polytechnique Montréal]. Available

Pilault, J. (2025). Spending Capacity Where It Matters: Selection, Adaptation, Interaction, and Structure for Efficient Language Understanding and Generation [Ph.D. thesis, Polytechnique Montréal]. Available

Posso, J. (2025). Estimation de pose de véhicules spatiaux non coopératifs à partir de réseaux de neurones – De l'image monoculaire à l'implémentation embarquée temps réel et à l'analyse temporelle [Ph.D. thesis, Polytechnique Montréal]. Available

Rahmati, M. (2025). P4 Modularity with Compiler Design [Ph.D. thesis, Polytechnique Montréal]. Available

Saint-Hilaire, K. (2025). Automatic Generation of Attack and Remediation Graphs [Ph.D. thesis, Polytechnique Montréal]. Available

Talotsing, G. P. M. (2025). Contribution à la prédiction de la demande, au triage des appels et à l'allocation des ambulances par apprentissage automatique [Ph.D. thesis, Polytechnique Montréal]. Available

Wang, P. (2025). Advancing Acceleration and Deceleration Detection in Fetal Cardiotocography through Various Deep Learning Architectures [Ph.D. thesis, Polytechnique Montréal]. Available

Weiss, M. (2025). On Modularity: From Neural Circuits to Foundation Models and Agentic Systems [Ph.D. thesis, Polytechnique Montréal]. Available

Zamanidoost, Y. (2025). Early-Stage Lung Cancer Detection Using Deep Learning Algorithms [Ph.D. thesis, Polytechnique Montréal]. Available

Zrelli, R. (2025). Enhancing DO-178C Compliance in Safety-Critical Software: Integrating Formal Methods, Controlled Natural Language, and AI-Driven Automation [Ph.D. thesis, Polytechnique Montréal]. Available

Patent

Vazquez, R., Mezheritsky, T., & Kadoury, S. (2025). Methods and Systems for Reconstructing a 3D Anatomical Structure Undergoing Non-rigid Motion. (Patent no. US12427340 B2). External link

Other

Thériault-Lauzier, P., Corbin, D., Tastet, O., Labrecque Langlais, É., Taji, B., Kang, G., Chong, A.-Y., So, D., Tang, A., Wawira Gichoya, J., Anbil Parthipan, S. C., Déziel, P.-L., Hussin, J. G., Kadoury, S., & Avram, R. (2025). Erratum: "A Responsible Framework for Applying Artificial Intelligence on Medical Images and Signals at the Point of Care: The PACS-AI Platform Canadian Journal of Cardiology Volume 40, Issue 10, October 2024, Pages 1828-1840". Canadian Journal of Cardiology. Available

Verdet, A., Hamdaqa, M., Da Silva, L. M. P., & Khomh, F. (2025). Erratum: Assessing the adoption of security policies by developers in terraform across different cloud providers. Empirical Software Engineering, 30(6), 74 (1 page). External link

Dataset

Brissard, A., Cuppens, F., & Zouaq, A. (2025). PMo Dataset [Dataset]. External link

Cohen-Adad, J., Guenther, N., Foias, A., Valošek, J., Guay-Paquet, M., Bédard, S., Bautin, P., Labounek, R., Newton, J., Molinier, N., Halchenko, Y., & Gros, C. (2025). spine-generic/data-multi-subject: r20250314 [Dataset]. External link

Corre, S., Gorete Ribeiro Domingos, M. E., Florez Orrego, D., Magnaval, G., Margni, M., & Maréchal, F. (2025). Life cycle assessment and techno-economic comparison of methane production routes from sewage sludge: incineration vs. hydrothermal gasification and anaerobic digestion [Dataset]. External link

Da Silva, L. M. P., S. A. M. HI, J., & Khomh, F. (2025). LLMs and Stack Overflow discussions: reliability, impact, and challenges [Dataset]. External link

Hubert, C., Odic, N., Noël, M., Gharib, S., Debanné, P., Séoud, L., & Zargarbashi, S. (2025). MuViH: Multi-View Hand gesture dataset for hand and gesture recognition [Dataset]. External link

Khatiri, S., Zohdinasab, T., Saurabh, P., Humeniuk, D., & Panichella, S. (2025). ICST 2025 UAV testing competition: evaluation artifacts [Dataset]. External link

Liu, Q., Saunier, N., & Bilodeau, G.-A. (2025). PMMA-Polytechnique Montréal mobility aids dataset [Dataset]. External link

Pepe, F., Farkas, C., Nayebi, M., Antoniol, G., & Di Penta, M. (2025). Replication Package of the Paper "How do Papers Make into Machine Learning Frameworks: A Preliminary Study on TensorFlow" [Dataset]. External link

Qin, Q. (2025). Prune the Bias From the Root: Bias Removal and Fairness Estimation by Muting Sensitive Attributes in Pre-trained DNN Models [Dataset]. External link

Qin, Q., Li, H., Merlo, E., & Lamothe, M. (2025). Automated, unsupervised, and auto-parameterized inference of data patterns and anomaly detection [Dataset]. External link

Riordan, A., Aloise, D., & Martín Santamaría, R. (2025). Supplementary material for Large language models for metaheuristic implementation: a case study with variable neighborhood search [Dataset]. External link

Sudoso, A. M., & Aloise, D. (2025). Code and data repository for A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering [Dataset]. External link

Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 1) [Dataset]. External link

Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 2) [Dataset]. External link

Zarrami, W., & Bilodeau, G.-A. (2025). Raw_radar_fmcw_Dataset (Part 3) [Dataset]. External link

Zarrami, W., Bilodeau, G.-A., & Nougarou, F. (2025). Raw_radar_fmcw_Dataset (Part 4) [Dataset]. External link

Book

Witten, I. H., Hall, M. A., Foulds, J. R., Frank, E., & Pal, C. J. (2025). Data Mining. (5th ed.). External link

Book Section

Abidi, M., Grichi, M., Khomh, F., & Guéhéneuc, Y.-G. (2025). Anti-patterns and Code Smells for Multi-language Systems. In Wallingford, E., Zdun, U., & Kohls, C. (eds.), Transactions on Pattern Languages of Programming V (pp. 118-161). External link

Abusitta, A. (2025). Security and privacy of IoT applications. In Serhani, M. A., Xu, Y., & Maamar, Z. (eds.), Empowering IoT with Big Data Analytics (pp. 109-140). External link

Asanuma-Brice, C., & Hurtut, T. (2025). Territories in Crisis: Is Urban Resilience to Industrial Crises Possible? An Analysis of the Evolution of Land Use in Fukushima since 2011. In Roengtam, S. (ed.), Asian Studies - Current Issues and Resolutions (pp. 1-23). External link

Azeez, A. J., Tiokou Fangang, L. E., & Ugar, E. T. (2025). Resource allocation for trustworthy artificial intelligence projects in African context. In Okaibedi Eke, D., Wakunuma, K., Akintoye, S., & Ogoh, G. (eds.), Trustworthy AI (pp. 119-143). Available

Ben Braiek, H., & Khomh, F. (2025). Machine learning robustness: a primer. In Lorenzi, M., & Zuluaga, M. A. (eds.), Trustworthy AI in Medical Imaging (pp. 37-71). External link

Cuppens, F., & Boulahia Cuppens, N. (2025). Cover Story. In Jajodia, S., Samarati, P., & Yung, M. (eds.), Encyclopedia of Cryptography, Security and Privacy (pp. 450-452). External link

Cuppens, F., & Boulahia Cuppens, N. (2025). Multilevel Security Policies. In Jajodia, S., Samarati, P., & Yung, M. (eds.), Encyclopedia of Cryptography, Security and Privacy (pp. 1597-1599). External link

List generated on: Wed Jul 15 12:12:29 2026 EDT