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Proceedings of the First International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins [Communication écrite] (mai 2025). First International Workshop on Autonomous Systems Quality Assurance and Prediction with Digital Twins (ASQAP2025), Hamilton, ON, Canada. Publié dans Electronic Proceedings in Theoretical Computer Science, 418. Lien externe
Risks and Security of Internet and Systems [Communication écrite] (novembre 2024). 19th International Conference on Risks and Security of Internet and Systems (CRiSIS 2024), Aix-en-Provence, France (560 pages). Publié dans Lecture notes in computer science, 15456. Lien externe
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. Lien externe
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). Disponible
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. Lien externe
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). Lien externe
Abbassi, A. A. (2025). Towards Reliable and Trustworthy Pipelines for MLOps and LLMOps [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Abboud, Z., Lombaert, H., & Kadoury, S. (septembre 2025). Variational Visible Layers: A Practical Framework for Uncertainty Estimation [Communication écrite]. 28th international conference on medical image computing and computer assisted intervention (MICCAI 2025), Daejeon, South Korea. Publié dans Lecture notes in computer science. Lien externe
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. Lien externe
Abdelmutalab Ali Ahmed, N., Kwok, H. C., Hamdaqa, M., & Assunção, W. K. G. (avril 2025). SMATCH-M-LLM: Semantic Similarity in Metamodel Matching With Large Language Models [Communication écrite]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada. Lien externe
Abidi, M., Grichi, M., Khomh, F., & Guéhéneuc, Y.-G. (2025). Anti-patterns and Code Smells for Multi-language Systems. Dans Wallingford, E., Zdun, U., & Kohls, C. (édit.), Transactions on Pattern Languages of Programming V (p. 118-161). Lien externe
Abusitta, A. (2025). Security and privacy of IoT applications. Dans Serhani, M. A., Xu, Y., & Maamar, Z. (édit.), Empowering IoT with Big Data Analytics (p. 109-140). Lien externe
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. Lien externe
Aghili, R., Li, H., & Khomh, F. (juin 2025). Protecting Privacy in Software Logs: What Should Be Anonymized? [Communication écrite]. ACM International Conference on the Foundations of Software Engineering (FSE 2025), Trondheim, Norway. Publié dans Proceedings of the ACM on Software Engineering, 2(FSE). Lien externe
Al-Mallah, R. (2025). Toward Improved ICU Care – Predicting Blood Draw Frequency at Admission Time with Deep Learning [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Al-Mallah, R., & Quintero, A. (février 2025). Adversarial Threats and Defense Mechanisms in Machine Learning-Based SQL Injection Detection: A Security Analysis [Communication écrite]. International Conference on Computing, Networking and Communications (ICNC 2025), Honolulu, HI, USA. Lien externe
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. Lien externe
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). Lien externe
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. Lien externe
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. (février 2025). Assessing the impact of a pre-processing pipeline on a tumor localization model in prostate MRI within a large multi-institutional dataset (NRG-GU005) [Communication écrite]. SPIE Medical Imaging, San Diego, CA, USA (3 pages). Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Dans Roengtam, S. (édit.), Asian Studies - Current Issues and Resolutions (p. 1-23). Lien externe
Asaran Darban, A. (2025). Multi-Camera Calibration and Real-Time Pose-Guided View Selection for Supervision of Human-Robot Interaction [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Aspros, M., Sapriza, J., Ansaloni, G., & Atienza, D. (mai 2025). A flexible framework for early power and timing comparison of time-multiplexed CGRA kernel executions [Communication écrite]. 22nd ACM International Conference on Computing Frontiers, Cagliari, Italy. Lien externe
Azeez, A. J., Tiokou Fangang, L. E., & Ugar, E. T. (2025). Resource allocation for trustworthy artificial intelligence projects in African context. Dans Okaibedi Eke, D., Wakunuma, K., Akintoye, S., & Ogoh, G. (édit.), Trustworthy AI (p. 119-143). Disponible
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. Lien externe
Baghalizadeh Moghadam, N., Cuppens, F., & Boulahia Cuppens, N. (juin 2025). An NLP-Based Framework Leveraging Email and Multimodal User Data [Communication écrite]. 22nd International Conference on Security and Cryptography (SECRYPT 2025), Bilbao, Spain. Lien externe
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. Lien externe
Banerjee, R. (2025). Automated Segmentation of the Spinal Cord on Magnetic Resonance Echo Planar Images [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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. Lien externe
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. (mai 2025). EPISeg: Automatic Segmentation of Spinal Cord fMRI Data [Communication écrite]. ISMRM & ISMRT Annual Meeting (ISMRM-ISMRT 2025), Honolulu, Hawaii, USA. Publié dans Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition. Lien externe
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. Lien externe
Barral, H., Cappart, Q., Huguet, M.-J., & Thiébaux, S. (juin 2025). Convergence accélérée de la Décomposition Lagrangienne pour la Planification Automatique [Communication écrite]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (6 pages). Lien externe
Baumstimler, P., Gagné, S., Champagne, M., Gagnon, J.-M., Playout, C., & Séoud, L. (septembre 2025). Anomaly Detection in Anterior Eye Segment Using Self-Supervised Siamese Autoencoders [Affiche]. 28th international conference on medical image computing and computer assisted intervention (MICCAI 2025), Daejeon, South Korea (1 page). Non disponible
Ben Braiek, H., & Khomh, F. (2025). Machine learning robustness: a primer. Dans Lorenzi, M., & Zuluaga, M. A. (édit.), Trustworthy AI in Medical Imaging (p. 37-71). Lien externe
Ben Salem, R., Cuppens, F., Boulahia Cuppens, N., & Khechine, H. (août 2025). Designing a Framework to Tackle the Multifaceted Intricacies of Insider Threats [Communication écrite]. 20th International conference on Availability, Reliability and Security (ARES 2025), Ghent, Belgium. Publié dans Lecture notes in computer science, 15995. Lien externe
Bessa, S., Dabert, D. M. A., Bourgeat, M., Rousseau, L.-M., & Cappart, Q. (juin 2025). Apprentissage de bornes duales valides en programmation par contrainte : Décomposition lagrangienne amplifiée avec apprentissage auto-supervisé [Communication écrite]. Plate-Forme Intelligence Artificielle (PFIA'25), Dijon, France (3 pages). Lien externe
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. Lien externe
Bouakkaz, S., Suárez, L., Boulahia Cuppens, N., & Cuppens, F. (février 2025). Design of an Intelligent Trust Management Architecture for 5G Service Deployment [Communication écrite]. 11th International Conference on Information Systems Security and Privacy (ICISSP 2025), Porto, Portugal. Lien externe
Camelin, F., Loudni, S., Pesant, G., & Truchet, C. (juin 2025). Sampling Frequent and Diverse Patterns Through Compression [Communication écrite]. 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2025), Sydney, NSW, Australia. Publié dans Lecture notes in computer science. Lien externe
Camelin, F., Loudni, S., Pesant, G., & Truchet, C. (mars 2025). Sampling Frequent and Diversified Patterns Through Compression [Communication écrite]. 40th ACM/SIGAPP Symposium on Applied Computing (SAC 2025), Catania International Airport Catania Italy. Lien externe
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. Lien externe
Caumartin, G., Qin, Q., Chatragadda, S., Panjrolia, J., Li, H., & Elias Costa, D. (mars 2025). Exploring the Potential of Llama Models in Automated Code Refinement: A Replication Study [Communication écrite]. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2025), Montreal, QC, Canada. Lien externe
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. (février 2025). Intellident: an AI-based online automated framework for dental crown generation [Communication écrite]. SPIE Medical Imaging, San Diego, CA, USA (8 pages). Lien externe
Chafi, I., Zhang, Y., Ladini, Y., Cheriet, F., Keren, J., & Guibault, F. (avril 2025). Exploring the Use of Generative Adversarial Networks for Automated Dental Preparation Design [Communication écrite]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA. Lien externe
Chang, T.-E., & Lombaert, H. (2025). Anatomically-Focused Patches for Lightweight and Explainable Knee OA Grading. Lecture notes in computer science, 74-86. Présentée à Shape in Medical Imaging (ShapeMI 2025), Daejeon, South Korea. Lien externe
Chen Kuang Piao, Y. (2025). Refactoring with LLMs: Insights from Martin Fowler's Catalog [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Chen, F. Y., Jackson, N., Allard, P., & Beltrame, G. (2025). Path planning algorithm for a South Pole lunar rover mission. Acta Astronautica. Lien externe
Clavaud, A. (2025). The Challenges of Learning Representations for Reinforcement Learning Without Experience Replay [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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 [Ensemble de données]. Lien externe
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). Disponible
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). Lien externe
Cuppens, F., & Boulahia Cuppens, N. (2025). Cover Story. Dans Jajodia, S., Samarati, P., & Yung, M. (édit.), Encyclopedia of Cryptography, Security and Privacy (p. 450-452). Lien externe
Cuppens, F., & Boulahia Cuppens, N. (2025). Multilevel Security Policies. Dans Jajodia, S., Samarati, P., & Yung, M. (édit.), Encyclopedia of Cryptography, Security and Privacy (p. 1597-1599). Lien externe
Da Silva, L. M. P., S. AMHI, J., & Khomh, F. (2025). LLMs and Stack Overflow Discussions: Reliability, Impact, and Challenges [Ensemble de données]. Lien externe
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). Lien externe
Darche, S. (2025). Profiling and Tracing Tools for General-Purpose Computing on Graphics Processing Units (GPGPU) [Thèse de doctorat, Polytechnique Montréal]. Disponible
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. (juin 2025). Spectral State Space Model for Rotation-Invariant Visual Representation Learning [Communication écrite]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, TN, USA. Lien externe
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. Présentée à 67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025), San Francisco, CA, USA. Lien externe
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. Lien externe
de Malefette, C. (2025). Améliorer la confiance envers les outils d'IA pour sécuriser les communications avioniques avec l'IA eXplicable [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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. Nature Communications, 16(1), 4 pages. Lien externe
Desmarais, M. C., Bakhtiari, A., Kuichua Kamdem, O. B., Folefack Temfack, S. C., & Nerguizian, C. (juillet 2025). Short answer grading with sentence similarity and a few given grades [Communication écrite]. 18th International Conference on Educational Data Mining (EDM 2025), Palermo, Italy. Lien externe
Desmarais, M. C., Kuichua Kamdem, O. B., & Bakhtiari, A. (juin 2025). Évaluation des réponses courtes à l'aide de la similarité de phrases [Communication écrite]. 12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025), Villeneuve d'Ascq, France (15 pages). Lien externe
Destras, O., Gohring de Magalhaes, F., Le Beux, S., & Nicolescu, G. (avril 2025). All-Optical Reconfigurable Activation Function Based on Saturable Absorption [Communication écrite]. 26th International Symposium on Quality Electronic Design (ISQED 2025), San Francisco, CA, USA. Lien externe
Dhaouadi, M., Oakes, B., & Famelis, M. (juin 2025). Automated Extraction and Analysis of Developer's Rationale in Open Source Software [Résumé]. ACM on Software Engineering (FSE 2025), Trondheim, Norway. Lien externe
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. Lien externe
Dhaouadi, M., Oakes, B., & Famelis, M. (avril 2025). CoMRAT: Commit Message Rationale Analysis Tool [Résumé]. 22nd International Conference on Mining Software Repositories (MSR 2025), Ottawa, ON, Canada (1 page). Lien externe
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. Lien externe
Djian, B. P. P. (2025). Computational Profile Likelihood for Fairness Evaluation and Correction of Deep Neural Network Classifiers [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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. Lien externe
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). Disponible
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. Lien externe
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 [Thèse de doctorat, Polytechnique Montréal]. Disponible
Ekhlasi, M., Prakash, A., Lamothe, M., & Dagenais, M. (avril 2025). InsightAI: Root Cause Analysis in Large Log Files with Private Data Using Large Language Model [Communication écrite]. 4th International Conference on AI Engineering – Software Engineering for AI (CAIN 2025), Ottawa, ON, Canada. Lien externe
El Hammami, W., Cherkaoui, S., & Wang, S. (mai 2025). Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series [Communication écrite]. International Wireless Communications and Mobile Computing (IWCMC 2025), Abu Dhabi, United Arab Emirates. Lien externe
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. Lien externe
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). Lien externe
Erfan, F. (2025). Securing Blockchain Networks and Applications Against DoS Attacks and Smart Contract Vulnerabilities [Thèse de doctorat, Polytechnique Montréal]. Disponible
Etibou, J. G. V., & Pierre, S. (2025). Modular Security Engine Cyber-Physical Resiliency Approach Using Digital Replication. IEEE Access, 14 pages. Lien externe
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. Lien externe
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. Lien externe
Fereidouni, H., Fadeitcheva, O., & Zalai, M. (2025). IoT and man‐in‐the‐middle attacks. Security and Privacy, 8(2), 19 pages. Disponible
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). Lien externe
Fortier, M., Richter, M. L., Sonnentag, O., & Pal, C. J. (avril 2025). CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling [Communication écrite]. 13th International Conference on Learning Representations (ICLR 2025), Singapore, Singapore. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Garancini, C. (2025). Closing the Reality Gap by Estimating Dynamic Residuals with Gaussian Processes [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Ghader Azad, H. (2025). Enhancing Student Engagement through Learning Analytics : A User-Centered Dashboard for LMS Platforms [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Ghorbanizad, M. (2025). Privacy-Preserving Federated Learning Architecture for Secure Patient Data Sharing in Hospital Networks [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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. Disponible
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. Disponible
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Gyambrah, N. (2025). Balancing Software Maintainability and Performance: An Empirical Study on Refactoring Practices [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Haidar, S. (2025). Modélisation Statistique de Formes Dentaires Humaines par Harmoniques Sphériques [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Hains, G., Mullin, L., & Mullins, J. (juillet 2025). Theory of arrays, high-performance code generation. Denotational semantics and mathematical problems [Présentation]. Dans World Congress in Computer Science, Computer Engineering & Applied Computing (CSCE 2025), Las Vegas, NV, USA. Lien externe
Hajizadeh, F., Ould-Bachir, T., & David, J. P. (2025). Enhancing CuFP library with self-alignment technique. Computers, 14(4), 118 (22 pages). Disponible
Hajzargarbashi, S., Côté, G., Boisvert, J., Meziane, R., Xu, C., Hubert, C., Jocelyn, S., & Gosselin, C. (2025). Collaborative Robotic Finishing Platform for Metal Part Processing Towards Industry 5.0. Dans Advances in Transdisciplinary Engineering (Vol. 71). Lien externe
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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. Lien externe
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. Présentée à 67th Annual Meeting of the American Society for Radiation Oncology (ASTRO 2025), San Francisco, CA, USA. Lien externe
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). Disponible
Hozhabri Nezhad, R. (2025). Reimagining Open Source Software Usability Through Design Fiction [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Huang, J., Parthasarathi, P., Rezagholizadeh, M., Chen, B., & Anbil Parthipan, S. C. (juillet 2025). Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination [Communication écrite]. Findings of the Association for Computational Linguistics: ACL 2025, Vienna, Austria. Lien externe
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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. Lien externe
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. (avril 2025). BenchFlux: advancing nature-based climate solutions through scale-aware CO₂ flux benchmarks [Résumé]. EGU General Assembly 2025, Vienna, Austria (2 pages). Disponible
Jamshidi, S. (2025). Deep Reinforcement Learning for Intrusion Detection in IoT Systems: Enhancing Security and Energy Efficiency [Thèse de doctorat, Polytechnique Montréal]. Disponible
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. Lien externe
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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). Lien externe
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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. [Autre type de communication de conférence]. Procedia Computer Science, 257, 834-841. Présentée à 16th International Conference on Ambient Systems, Networks and Technologies Networks (ANT) / 8th International Conference on Emerging Data and Industry 4.0 (EDI40), Patras, Greece. Disponible
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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. Disponible
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. Lien externe
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Lazli, L., Boukadoum, M., & Cheriet, F. (décembre 2024). Places365-CNNs for 4-Way Classification of Alzheimer's Disease Using MRI Images [Communication écrite]. 11th International Conference on Computational Science and Computational Intelligence (CSCI 2024), Las Vegas, NV, USA. Lien externe
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Le Sellier de Chezelles, T. (2025). Standardisation et reproductibilité dans l'évaluation des agents web basés sur les grands modèles de langage [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Lemieux-Bourque, A. (2025). Modélisation, simulation et contrôle par apprentissage par renforcement d'un robot de type dirigeable [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lepetit-Aimon, G. (2025). Modélisation topologique du réseau vasculaire rétinien à partir d'image de fond d'oeil [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Lescarbeault, É., & Séoud, L. (avril 2025). Breast Cancer Detection from Thermal Images Using Asymmetries in Learned Texture Vectors [Communication écrite]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA. Lien externe
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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. Lien externe
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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. Lien externe
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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. Lien externe
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