L'affiliation est "Génie logiciel et des technologies de l'information"

Groupement par Chercheur(-euse) | Année | Type de document | Sans groupement

Nombre de documents archivés : 199.

Abdellatif, Manel

Ben Amor, Hadil, Abdellatif, Manel et Ghaleb, Taher A.. 2026. « A comprehensive multi-vocal empirical study of ML cloud service misuses ». ACM Transactions Software Engineering Methodology.
(Sous presse)

Ben Amor, Hadil, Selvanayagam, Niruthiha, Abdellatif, Manel, Ghaleb, Taher A. et Moha, Naouel. 2026. « MLmisFinder: A specification and detection approach of machine learning service misuses ». In IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (Limassol, Cyprus, Mar. 17-20, 2026) Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Ghlissi, Hakim, Boukhatem, Mohamed El Hadi, Abdellatif, Manel et Moha, Naouel. 2026. « A pattern-driven and LLM-assisted approach for decomposing monolithic ML-based systems into microservices ». In Service-Oriented Computing: 23rd International Conference, ICSOC 2025, Proceedings, Part I (Shenzhen, China, Dec. 01-04, 2025) Coll. « Lecture Notes in Computer Science », vol. 16320. pp. 221-229. Springer.

Selvanayagam, Niruthiha, Ghaleb, Taher A. et Abdellatif, Manel. 2026. « Self-admitted technical debt in LLM software: an empirical comparison with ML and non-ML software ». In IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (Limassol, Cyprus, Mar. 17-20, 2026) Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Abran, Alain

Attipoe, David, Moulla, Donatien Koulla, Thottempudi, Sree Ganesh, Freeman, Emmanuel, Agbo-Ajala, Jelil Olatunbosun, Akinyemi, Lateef Adesola, Ekundayo, Olufisayo Sunday, Majanga, Vincent, Mnkandla, Ernest et Abran, Alain. 2026. « Physics-informed neural network for energy demand forecasting in South Africa ». In The 8th International Conference on Wireless, Intelligent and Distributed Environment for Communication: WIDECOM 2025 (Toronto, ON, Canada, Oct. 29-31, 2025) Coll. « Lecture Notes on Data Engineering and Communications Technologies », vol. 285. 273–289. Springer.

Bourgeois, Guillaume, Bourque, Pierre et Alain, Abran.. 2026. « Proposed LLM-supported harmonization of security, quality, and measurement-related terminologies within SWEBOK ». Communication lors de la conférence : IEEE/ACM International Conference on Software Engineering - SWEBOK Summit (Rio de Janeiro, Brazil, Apr. 12-18, 2026).

Farahat, Mostafa, Soubra, Hassan, Moulla, Donatien Koulla et Abran, Alain. 2026. « Enhancing handball analytics with computer vision and machine learning: An exploratory experiment ». Future Internet, vol. 18, nº 4.

Hacaloglu, Tuna, Soubra, Hassan, Bourque, Pierre et Abran, Alain. 2026. « Quantum software size: What do we measure, how and why? A systematic literature review ». IEEE Access, vol. 14. 86893–86914.

Ouaziz, Mohammed Rida, Cheikhi, Laila, Idri, Ali et Abran, Alain. 2026. « Accessibility in e-government portals: a systematic mapping study ». International Journal of Electrical and Computer Engineering (IJECE), vol. 16, nº 1.

Sion, Sion Israel, April, Alain, Zhang, Kaiwen, Cabezas, Mónica Villavicencio et Abran, Alain. 2026. « Enforcing global usage constraints in distributed systems: A formal model of directed traceability ». IEEE Access, vol. 14. 86040–86071.

Aissaoui, Rachid

Willaert, Iris, Aissaoui, Rachid, Vallageas, Valentin et Labbe, David R.. 2026. « Resisting the avatar: Motor responses to spatial distortions in upper- and lower-limb reaching without visual targets ». IEEE Transactions on Visualization and Computer Graphics, vol. 32, nº 3. pp. 2798-2811.

Andrews, Sheldon

Delangle, Mathieu, Moïse-Richard, Anne, Leclercq, Anne-Lise, Labbé, David, Bouchard, Stéphane, Andrews, Sheldon et Ménard, Lucie. 2026. « Speaking face-to-face with a virtual avatar to reduce anxiety in students who stutter: Tool development and pilot study results ». Journal of Fluency Disorders, vol. 87.
Compte des citations dans Scopus : 1.

Elmi, Hanad, Andrews, Sheldon, Miro, Joaquim, Gonzalez, Francisco, Segars, Paul, Vancoillie, Liesbeth, Samei, Ehsan et Duong, Luc. 2026. « Designing patient-specific virtual phantoms for pediatric patients with congenital heart disease ». In Medical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling (Vancouver, BC, Canada, Feb. 15-20, 2026) Coll. « Proceedings of SPIE », vol. 13927. SPIE.

Mercier-Aubin, A., Schneider, T., Kry, P. G. et Andrews, S.. 2026. « Affinification: A fine approximation of deformations ». Computer Graphics Forum.
(Sous presse)

April, Alain

Aïvodji, Ulrich

Babaei, Maryam, Wang, Yingke, Lautraite, Hadrien, Arcolezi, Héber H., Aïvodji, Ulrich et Gambs, Sébastien. 2026. « Quantifying the privacy of counterfactuals by leveraging membership inference attacks against synthetic data ». In FAccT '26: Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency (Montreal, QC, Canada, June 25-28, 2026) 4988–5022. Association for Computing Machinery, Inc.

Kenfack, Patrik, Kahou, Samira Ebrahimi et Aïvodji, Ulrich. 2026. « Towards fair in-context learning with tabular foundation models ». Transactions on Machine Learning Research, vol. 2026.

Solanki, Rushabh, Bhange, Meghana, Aïvodji, Ulrich et Creager, Elliot. 2026. « Crowding out the noise: Algorithmic collective action under differential privacy ». In FAccT '26: Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency (Montreal, QC, Canada, June 25-28, 2026) 5430–5455. Association for Computing Machinery, Inc.

Ben Ayed, Ismail

Dolz, José et Ben Ayed, Ismail et Desrosiers, Christian, éds. 2026. « Less-supervised segmentation with CNNs: Scenarios, models and optimization ». Elsevier. 330 p.

Baklouti, Ghassen, Silva-Rodríguez, Julio, Dolz, Jose, Bahig, Houda et Ben Ayed, Ismail. 2026. « Regularized low-rank adaptation for few-shot organ segmentation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 517-527. Springer.
Compte des citations dans Scopus : 1.

Beizaee, Farzad, Hajimiri, Sina, Ben Ayed, Ismail, Lodygensky, Gregory, Desrosiers, Christian et Dolz, Jose. 2026. « Reflect: Rectified flows for efficient brain anomaly correction transport ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part IV (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15963. pp. 456-466. Springer.
Compte des citations dans Scopus : 2.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « A unified view of learning from both labeled and unlabeled data ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 17-37. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Alternative learning scenarios ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 97-113. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « General introduction ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 1-13. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Semi-supervised learning ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 39-71. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Weakly supervised segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 73-96. Elsevier.

Fillioux, Leo, Silva-Rodríguez, Julio, Ben Ayed, Ismail, Cournède, Paul-Henry, Vakalopoulou, Maria, Christodoulidis, Stergios et Dolz, Jose. 2026. « Are foundation models for computer vision good conformal predictors? ». Transactions on Machine Learning Research, vol. 2026.

Noori, Mehrdad, Hakim, Gustavo A. Vargas, Osowiechi, David, Shakeri, Fereshteh, Bahri, Ali, Yazdanpanah, Moslem, Dastani, Sahar, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Histopath-C: Towards realistic domain shifts for histopathology vision-language adaptation ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ, USA, Mar. 06-10, 2026) 4890–4900. Institute of Electrical and Electronics Engineers Inc..

Shakeri, Fereshteh, Baklouti, Ghassen, Silva-Rodríguez, Julio, Zanella, Maxime, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Test-time adaptation of medical vision-language models ». In Foundation Models for General Medical AI: Third International Workshop, MedAGI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025) Coll. « Lecture Notes in Computer Science », vol. 16112. pp. 181-191. Springer.

Silva-Rodríguez, Julio, Ben Ayed, Ismail et Dolz, Jose. 2026. « Trustworthy few-shot transfer of medical VLMs through split conformal prediction ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 658-668. Springer.

Silva-Rodríguez, Julio, Dolz, José et Ben Ayed, Ismail. 2026. « A reality check of vision-language pre-training in radiology: Have we progressed using text? ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 294-309. Springer.
Compte des citations dans Scopus : 1.

Silva-Rodríguez, Julio, Fillioux, Leo, Cournède, Paul-Henry, Vakalopoulou, Maria, Christodoulidis, Stergios, Ben Ayed, Ismail et Dolz, José. 2026. « Full conformal adaptation of medical vision-language models ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 278-293. Springer.

Silva-Rodríguez, Julio, Shakeri, Fereshteh, Bahig, Houda, Dolz, Jose et Ben Ayed, Ismail. 2026. « Few-shot, now for real: Medical VLMs adaptation without balanced sets or validation ». In Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Proceedings, Part VII (Daejeon, South Korea, Sept. 23-27, 2025) Coll. « Lecture Notes in Computer Science », vol. 15966. pp. 237-247. Springer.
Compte des citations dans Scopus : 1.

Silva-Rodriguez, Julio-Jose, Dolz, Jose et Ben Ayed, Ismail. 2026. « Transductive few-shot adapters for medical image segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 295-309. Elsevier.
Compte des citations dans Scopus : 1.

Yazdanpanah, Moslem, Bahri, Ali, Noori, Mehrdad, Dastani, Sahar, Barbeau, Samuel, Osowiechi, David, Hakim, Gustavo Adolfo Vargas, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Revisiting layer normalization for point cloud test time adaptation ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ, USA, Mar. 06-10, 2026) 537–546. Institute of Electrical and Electronics Engineers Inc..

Benzarti, Imen

Cardinal, Julien, Benzarti, Imen, El Boussaidi, Ghizlane et Pere, Christophe. 2026. « Migrating QAOA from Qiskit 1.x to 2.x: An experience report ». In Q-SE '26: Proceedings of the 7th IEEE/ACM International Workshop on Quantum Software Engineering (Rio de Janeiro, Brazil, Apr. 12-18, 2026) 25–32. Association for Computing Machinery, Inc.

Turki, Mahdi, El boussaidi, Ghizlane, Benzarti, Imen, Darif, Ikram et Mili, Hafedh. 2026. « A hybrid AHP-TOPSIS approach for selecting message brokers in IoT applications ». In SERP4IoT '26: Proceedings of the 8th International Workshop on Software Engineering Research and Practices for the IoT (Rio de Janeiro, Brazil, Apr. 12-18, 2026) 77–84. Association for Computing Machinery, Inc.

Bordeleau, Francis

Aissat, Sara, Beaulieu, Jonathan, Poirier, Érik, Motamedi, Ali, Gascon-Samson, Julien et Bordeleau, Francis. 2026. « A devops framework for the systematic engineering and evolution of digital twins for built assets ». Software and Systems Modeling, vol. 25, nº 3. pp. 815-845.

Kansab, Samah, Aïdasso, Henri, Bordeleau, Francis et Tizghadam, Ali. 2026. « Do SDN configuration changes get reviewed differently? An empirical study at TELUS ». Empirical Software Engineering, vol. 31, nº 6.

Bouix, Sylvain

Arciniega, Hector, Wickham, Alana, Szekely, Brian, Kim, Nicholas, Cho, Kang I, Carrington, Holly, Knyazhanskaya, Evdokiya E, John, Omar, Jung, Leonard B, Breedlove, Katherine, Mirmajlesi, Anya S, Stearns, Jared, Rushmore, Richard Jarrett, Daneshvar, Daniel H, Wiegand, Tim L T, Billah, Tashrif, Pasternak, Ofer, Cetin-Karayumak, Suheyla, Rathi, Yogesh, Coleman, Michael J, Adler, Charles H, Bernick, Charles, Balcer, Laura J, Im, Brian S, Datta, Shae, Alosco, Michael L, Koerte, Inga K, Lin, Alexander P, Cummings, Jeffrey L, Reiman, Eric M, Stern, Robert A, Shenton, Martha E et Bouix, Sylvain. 2026. « Dose-dependent white matter changes associated with repetitive head impacts in former American football players ». Brain Communications, vol. 8, nº 3.

Bricout, Charles, Ebrahimi Kahou, Samira et Bouix, Sylvain. 2026. « Estimation of head motion in structural MRI and its impact on cortical morphometry ». Frontiers in Neuroscience, vol. 20.

Danaee, Ghazal, Gaillochet, Mélanie, Desrosiers, Christian, Lombaert, Hervé et Bouix, Sylvain. 2026. « Exploring entropy-based active learning for fair brain segmentation ». In 9th International Conference on Medical Imaging with Deep Learning (Taipei, Taiwan, July 08-10, 2026) Coll. « Proceedings of Machine Learning Research », vol. 315. 2547–2562. ML Research Press.

Dargahi, Sedigheh, Bouix, Sylvain et Desrosiers, Christian. 2026. « Susceptibility distortion correction of diffusion MRI with a single phase-encoding direction ». In Computational Diffusion MRI: 16th International Workshop, CDMRI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 27, 2025) Coll. « Lecture Notes in Computer Science », vol. 16205. pp. 69-80. Springer.

Emanuel, Olivia M., Miner, Annalise E., Lee, Shannon Y., Matusz, Emily F., Tanner, Jared J., Marsiske, Michael, Holgerson, Allison, Ly, Monica T., Tuz-Zahra, Fatima, Tripodis, Yorghos, Adler, Charles H., Balcer, Laura J., Bernick, Charles, Zetterberg, Henrik, Blennow, Kaj, Ashton, Nicholas J., Peskind, Elaine R., Banks, Sarah J., Barr, William B., Wethe, Jennifer Voreis, Cantu, Robert C., Coleman, Michael J., Dodick, David W., McClean, Michael D., Mez, Jesse, Palmisano, Joseph, Martin, Brett, Lin, Alexander P., Pasternak, Ofer, Koerte, Inga K., Cummings, Jeffrey L., Reiman, Eric M., Shenton, Martha E., Stern, Robert A., Bouix, Sylvain, Alosco, Michael L. et Asken, Breton M.. 2026. « Inflammation, limbic white matter microstructure, and clinical symptoms in retired American football players with repetitive head impacts ». Neurology, vol. 106, nº 6.
Compte des citations dans Scopus : 1.

Groh, Jenna R., Miner, Annalise E., Alshikho, Mohamad J., Farris, Chad, Cui, Anna, Pettway, Erika, Labonte, Jacob, Mosaheb, Sydney, Tripodis, Yorghos, Adler, Charles H., Balcer, Laura J., Bernick, Charles, Cantu, Robert C., Coleman, Michael J., Dodick, David W., Ashton, Nicholas J., Zetterberg, Henrik, Blennow, Kaj, Peskind, Elaine R., Nowinski, Christopher, Ly, Monica, Altaras, Caroline, Lenio, Steven, Rabinovici, Gil D., Asken, Breton, Rosen, Howard, Cobigo, Yann, Blusztajn, Jan Krzysztof, Budson, Andrew E., Turk, Katherine, Qiu, Wei Qiao, Goldstein, Lee, Martin, Brett, Palmisano, Joseph N., Dixon, Diane, Schneider, Greta, Steinberg, Eric G., Su, Yi, Protas, Hillary, Pasternak, Ofer, Koerte, Inga, Bouix, Sylvain, Cummings, Jeffrey L., Reiman, Eric M., Shenton, Martha E., Stern, Robert A., McKee, Ann C., Stein, Thor D., Brickman, Adam M., Mez, Jesse et Alosco, Michael L.. 2026. « Imaging the later-life white matter pathologies of repetitive head impacts: A novel pattern revealed through T2 FLAIR MRI ». Alzheimers & Dementia, vol. 22, nº 4.
Compte des citations dans Scopus : 1.

Levitt, J. J., Zhang, F., Vangel, M., Nestor, P. G., Rathi, Y., Cetin-Karayumak, S., Kubicki, M., Pasternak, O., Coleman, M. J., Lewandowski, K. E., Holt, D. J., Keshavan, M., Bouix, S., Öngür, D., Breier, A., Shenton, M. E. et O’Donnell, L. J.. 2026. « Diagnostic and sex effects on frontostriatal brain wiring structural organization in early psychosis affective subjects compared to healthy controls ». Molecular Psychiatry.
(Sous presse)

Moradkhani, Kaveh, Rushmore, R. Jarrett et Bouix, Sylvain. 2026. « SimCortex: Collision-free simultaneous cortical surfaces reconstruction ». In Shape in Medical Imaging: International Workshop, ShapeMI 2025, Held in Conjunction with MICCAI 2025, Proceedings (Daejeon, South Korea, Sept. 23, 2025) Coll. « Lecture Notes in Computer Science », vol. 16171. pp. 347-359. Springer.

Wiegand, Tim L. T., Pankatz, Lara, Arciniega, Hector, Jung, Leonard B., Tuz-Zahra, Fatima, Bouix, Sylvain, Lubeck, Haley, Rojczyk, Philine, Schuhmacher, Luisa S., Buring, Janna, Katz, Douglas I., Tripodis, Yorghos, Pasternak, Ofer, Cetin-Karayumak, Suheyla, Rathi, Yogesh, Adler, Charles H., McKee, Ann C., Balcer, Laura J., Bernick, Charles, Coleman, Michael J., Colasurdo, Elizabeth A., Lin, Alexander P., Peskind, Elaine R., Ashton, Nicholas J., Blennow, Kaj, Zetterberg, Henrik, Alosco, Michael L., Cummings, Jeffrey L., Reiman, Eric M., Stern, Robert A., Shenton, Martha E. et Koerte, Inga K.. 2026. « Diffusion alterations at the gray matter/white matter boundary in traumatic encephalopathy syndrome ». Journal of Neurotrauma, vol. 43, nº 3-4. pp. 224-235.
Compte des citations dans Scopus : 1.

Bourque, Pierre

Cardinal, Patrick

Praveen, R. Gnana, Cardinal, Patrick et Granger, Eric. 2026. « Weakly supervised learning for facial affective behavior analysis: A review ». IEEE Transactions on Affective Computing, vol. 17, nº 2. pp. 1521-1543.

Coti, Camille

Jacquet, Pierre, Agusti, Maxime, Caron, Eddy, Coti, Camille, Dias De Assunção, Marcos, Lefèvre, Laurent et Orgerie, Anne-Cécile. 2026. « Untangling GPU power consumption: Job-level inference in cloud shared settings ». In EUROSYS 2026 - Proceedings of the 2026 European Conference on Computer Systems (Edinburgh, Scotland, Apr. 27-30, 2026) 624–640. Association for Computing Machinery, Inc.

Jacquet, Pierre, Coti, Camille, Dias De Assunção, Marcos et Rouvoy, R.. 2026. « Cinergy: Deterministic power monitoring for carbon accounting in the cloud ». IEEE Transactions on Cloud Computing, vol. 14, nº 2. pp. 822-833.

Coulombe, Stéphane

Brochu, Olivier, Leivadeas, Aris et Coulombe, Stéphane. 2026. « A comprehensive long-duration 8k dataset to benchmark hardware encoding for live 360° video tiled streaming ». In MMSys '26: Proceedings of the ACM Multimedia Systems Conference 2026 (Hong Kong, China, Apr. 04-08, 2026) 388–394. Association for Computing Machinery.

Desrosiers, Christian

Dolz, José et Ben Ayed, Ismail et Desrosiers, Christian, éds. 2026. « Less-supervised segmentation with CNNs: Scenarios, models and optimization ». Elsevier. 330 p.

Beizaee, Farzad, Lodygensky, Gregory, Desrosiers, Christian et Dolz, José. 2026. « MAD-AD: Masked diffusion for unsupervised brain anomaly detection ». In Information Processing in Medical Imaging: 29th International Conference, IPMI 2025, Proceedings, Part II (Kos, Greece, May 25-30, 2025) Coll. « Lecture Notes in Computer Science », vol. 15830. pp. 139-153. Springer.
Compte des citations dans Scopus : 3.

Charawi, Wylliam Cantin, Gruson, Adrien, Wu, Jane, Desrosiers, Christian et Thomas, Diego. 2026. « DCCVT: Differentiable Clipped Centroidal Voronoi Tessellation ». In International Conference on 3D Vision (3DV) (Vancouver, BC, Canada, Mar. 20-23, 2026) 620–629. Institute of Electrical and Electronics Engineers Inc..

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « General introduction ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 1-13. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Semi-supervised learning ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 39-71. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Weakly supervised segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 73-96. Elsevier.

Gaillochet, Melanie, Noori, Mehrdad, Dastani, Sahar, Desrosiers, Christian et Lombaert, Herve. 2026. « Prompt learning with bounding box constraints for medical image segmentation ». IEEE Transactions on Biomedical Engineering, vol. 73, nº 1. pp. 359-368.

Judge, Arnaud, Duchateau, Nicolas, Judge, Thierry, Sandler, Roman A., Sokol, Joseph Z., Desrosiers, Christian, Bernard, Olivier et Jodoin, Pierre-Marc. 2026. « Reinforcement learning for unsupervised domain adaptation in spatio-temporal echocardiography segmentation ». IEEE Transactions on Medical Imaging, vol. 45, nº 7. pp. 4161-4173.

Mahatha, Kunal, Dolz, Jose et Desrosiers, Christian. 2026. « Nerve: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ, USA, Mar. 06-10, 2026) 3243–3253. Institute of Electrical and Electronics Engineers Inc..

Peng, Jizong, Pedersoli, Marco et Desrosiers, Christian. 2026. « Boosting semi-supervised image segmentation with global and local mutual information regularization ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 147-175. Elsevier.
Compte des citations dans Scopus : 1.

Zhang, Xinyue, Bahri, Ali, Desrosiers, Christian, Liu, Hui et Bao, Fangxun. 2026. « M2 SegMamba: Mamba-based incomplete multimodal learning for brain tumor segmentation with few samples ». IEEE Journal of Biomedical and Health Informatics, vol. 30, nº 3. pp. 2455-2465.
Compte des citations dans Scopus : 1.

Dias De Assunção, Marcos

Dolz, José

Dolz, José et Ben Ayed, Ismail et Desrosiers, Christian, éds. 2026. « Less-supervised segmentation with CNNs: Scenarios, models and optimization ». Elsevier. 330 p.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « General introduction ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 1-13. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Semi-supervised learning ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 39-71. Elsevier.

Dolz, José, Ben Ayed, Ismail et Desrosiers, Christian. 2026. « Weakly supervised segmentation ». In Less-supervised segmentation with CNNs: Scenarios, models and optimization. pp. 73-96. Elsevier.

Lolos, Andreas, Christodoulidis, Stergios, Moustakas, Aris L., Dolz, Jose et Vakalopoulou, Maria. 2026. « SGPMIL: Sparse Gaussian Process Multiple Instance Learning ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ, USA, Mar. 06-10, 2026) 503–513. Institute of Electrical and Electronics Engineers Inc..
Compte des citations dans Scopus : 1.

Morales-Álvarez, Pablo, Christodoulidis, Stergios, Vakalopoulou, Maria, Piantanida, Pablo et Dolz, Jose. 2026. « BayesAdapter: Enhanced uncertainty estimation in CLIP few-shot adaptation ». International Journal of Computer Vision, vol. 134, nº 2.
Compte des citations dans Scopus : 1.

Drouin, Simon

Olivares, Alejandro, Schuhler-Husson, Canelle, Zine, Yahia et Drouin, Simon. 2026. « Comparative evaluation of ultrasound-guided peripheral intravenous catheter insertion techniques in a virtual reality simulator ». Healthcare Technology Letters, vol. 13, nº 1.
Compte des citations dans Scopus : 1.

Duong, Luc

Abdolmanafi, Atefeh, Duong, Luc, Dahdah, Nagib et Ibrahim, Ragui (inventeurs) 5 mai 2026. « System and method for determining atherosclerotic pathological tissue types in a coronary artery OCT image using trained engines ». École de technologie supérieure (titulaire(s)). Brevet américain US 12,616,370 B2.

Brignol, Arnaud, Hachem, Bahe et Duong, Luc. 2026. « Interpretation of model prediction using SHAP coefficients for spine surgery simulations based on finite element modeling and machine learning ». In Medical Imaging 2026: Image-Guided Procedures, Robotic Interventions, and Modeling (Vancouver, BC, Canada, Feb. 15-19, 2026) Coll. « Proceedings of SPIE », vol. 13927. SPIE.

Mlika, Eya, Hachem, Bahe, Al Habash, Yamen, Degueldre, Loic et Duong, Luc. 2026. « Predicting facial deformation during respiratory mask fitting with semi-supervised graph neural networks ». Medical engineering and physics, vol. 147, nº 2.

Taeckens, Hugo, Agostini, Arthur, Hachem, Bahe, Degueldre, Loïc, Viens, Sean-Philippe, Castonguay-Henri, Aude, Borduas, Jonathan et Duong, Luc. 2026. « Evaluation of respiratory mask fitting using finite element analysis numerical simulations and experimental pressure measurements ». Annals of Biomedical Engineering, vol. 54, nº 1. pp. 270-283.

Dziong, Zbigniew

Boateng, Gordon Owusu, Sami, Hani, Alagha, Ahmed, Elmekki, Hanae, Hammoud, Ahmad, Mizouni, Rabeb, Mourad, Azzam, Otrok, Hadi, Bentahar, Jamal, Muhaidat, Sami, Talhi, Chamseddine, Dziong, Zbignew et Guizani, Mohsen. 2026. « A survey on large language models for communication, network, and service management: Application insights, challenges, and future directions ». IEEE Communications Surveys and Tutorials, vol. 28. pp. 527-566.
Compte des citations dans Scopus : 57.

Ebrahimi-Kahou, Samira

Bricout, Charles, Ebrahimi Kahou, Samira et Bouix, Sylvain. 2026. « Estimation of head motion in structural MRI and its impact on cortical morphometry ». Frontiers in Neuroscience, vol. 20.

Kenfack, Patrik, Kahou, Samira Ebrahimi et Aïvodji, Ulrich. 2026. « Towards fair in-context learning with tabular foundation models ». Transactions on Machine Learning Research, vol. 2026.

El boussaidi, Ghizlane

Darif, Ikram, El Boussaidi, Ghizlane, Kpodjedo, Segla et Politowski, Cristiano. 2026. « Controlled natural language approaches for requirements specification: A systematic literature review ». ACM Computing Surveys, vol. 58, nº 7.
Compte des citations dans Scopus : 1.

Fuhrman, Christopher

Ayachi, Nour, Verhaeghe, Benoit, Anquetil, Nicolas et Fuhrman, Christopher. 2026. « From textual descriptions to code: A filtering approach for locating business rules ». In 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (Limassol, Cyprus, Mar. 17-20, 2026) IEEE.

Gascon-Samson, Julien

El Fellah, Yahia, Baptiste Minani, Jean, Moha, Naouel, Gascon-Samson, Julien et Guéhéneuc, Yann-Gaël. 2026. « Analysis of microservices-based IoT systems: Deployment challenges, industry practices, and performance insights ». Internet of Things, vol. 36.
Compte des citations dans Scopus : 1.

Gervais, Sylvie

Mercier, Lucas, Cresson, Thierry, Mezghani, Neila, Gervais, Sylvie et Vazquez, Carlos. 2026. « Effect of markers in training dataset for markerless applications in biomechanics ». Journal of Biomechanics, vol. 203.

Granger, Éric

Alehdaghi, Mahdi, Bhattacharya, Rajarshi, Shamsolmoali, Pourya, Menelau Oliveira Cruz, Rafael et Granger, Eric. 2026. « MixER: From cross-modal to mixed-modal visible-infrared re-identification ». In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ, USA, Mar. 06-10, 2026) 3431–3440. Institute of Electrical and Electronics Engineers Inc..

Alehdaghi, Mahdi, Bhattacharya, Rajarshi, Shamsolmoali, Pourya, Menelau Oliveira Cruz, Rafael, Heritier, Maguelonne et Granger, Eric. 2026. « Beyond patches: Mining interpretable part-prototypes for explainable AI ». In Fortieth AAAI Conference on Artificial Intelligence (Singapore, Jan. 20-27, 2026) Coll. « Proceedings of the AAAI Conference on Artificial Intelligence », vol. 40, no 44. pp. 37213-37221. Association for the Advancement of Artificial Intelligence.

Aslam, Muhammad Haseeb, Martinez, Clara, Pedersoli, Marco, Lameiras Koerich, Alessandro, Etemad, Ali et Granger, Eric. 2026. « Learning from stochastic teacher representations using student-guided knowledge distillation ». In Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2025, Proceedings, Part VI (Porto, Portugal, Sept. 15-19, 2025) Coll. « Lecture Notes in Computer Science », vol. 16018. pp. 235-253. Springer.

Zeeshan, Muhammad Osama, Pedersoli, Marco, Lameiras Koerich, Alessandro et Granger, Eric. 2026. « Progressive multi-source domain adaptation for personalized facial expression recognition ». IEEE Transactions on Affective Computing, vol. 17, nº 1. pp. 575-586.

Gruson, Adrien

Benoist, Justin, Litalien, Joey et Gruson, Adrien. 2026. « Neural progressive photon mapping ». Computer Graphics Forum.
(Sous presse)

Jaafar, Waël

Alalyan, Fahdah, Saidi, Jihene, Jaafar, Wael et Langar, Rami. 2026. « Quantum machine learning for anomaly detection in 5G and beyond mobile networks ». In Global Information Infrastructure and Networking Symposium (GIIS) (Nanjing, China, Apr. 22-24, 2026) Piscataway, NJ, USA : IEEE.

Bousalem, Badre, Alalyan, Fahdah, Silva, Vinicius F., Cherrier, Sylvain, Jaafar, Wael et Langar, Rami. 2026. « SAFE-ADVENT: Privacy-preserving and resilient distributed federated learning for DDoS attacks detection in 5G-V2X networks ». IEEE Transactions on Machine Learning in Communications and Networking, vol. 4. 929–949.

Elkeshawy, Ali, Jaafar, Wael, Fares, Haïfa et Nafkha, Amor. 2026. « Towards power-aware federated activity detection in cell-free massive MIMO-based mMTC networks ». IEEE Transactions on Machine Learning in Communications and Networking, vol. 4. 1261–1278.

Fourati, Lamia Chaari, Awad, Mirna, Ben Ali, Mariem et Jaafar, Wael. 2026. « Large language models for cyberattack defense: a critical survey ». Knowledge and Information Systems, vol. 68, nº 1.

Fourati, Sonda, Jaafar, Wael, Baccar, Noura, Alfattani, Safwan et Langar, Rami. 2026. « Foundation models for autonomous driving: A comprehensive survey ». Engineering Applications of Artificial Intelligence, vol. 176.

Mahyoub, Mohammed, Jaafar, Wael, Muhaidat, Sami et Yanikomeroglu, Halim. 2026. « Joint satellite association and SFC placement with stability optimization in LEO SATELLITE NETWORKS ». In IEEE Wireless Communications and Networking Conference (WCNC) (Kuala Lumpur, Malaysia, Apr. 13-16, 2026) Institute of Electrical and Electronics Engineers Inc..

Mahyoub, Mohammed, Jafar, Wael, Muhaidat, Sami et Yanikomeroglu, Halim. 2026. « STARS: Stability-Aware SFC Orchestration and Associations in LEO Satellite Networks ». IEEE Transactions on Network and Service Management, vol. 23. pp. 3326-3340.

Kaddoum, Georges

Abdelmoaty, Ahmed, Naboulsi, Diala et Kaddoum, Georges. 2026. « Enabling seamless connectivity in consumer electronics: A DRL approach for scalable cell-free mMIMO handover under O-RAN ». IEEE Transactions on Consumer Electronics, vol. 72, nº 1. pp. 269-282.

Filali, Abderrahime, Naboulsi, Diala et Kaddoum, Georges. 2026. « DRL-based RAN slicing with efficient inter-slice isolation in tactical wireless networks ». IEEE Open Journal of Vehicular Technology, vol. 7. 1263–1278.

Ghazy, Abdallah S., Adam, Nadir, Ijeh, Ikenna Chinazaekpere, Haddad, Oussama, Karandikar, Surabhi, Kaddoum, Georges, Talhi, Chamseddine, Iqbal, Naveed et Khallaf, Haitham S.. 2026. « Underwater wireless communication systems and networks: A survey, future directions, and novel proposals ». IEEE Open Journal of the Communications Society, vol. 7. 5512–5580.

Meftah, Aida, Bouzabia, Hamda, Kaddoum, Georges et Talhi, Chamseddine. 2026. « Heterogeneous federated deep reinforcement learning-empowered dual-threat jamming detection in space-air-ground ISAC networks ». IEEE Systems Journal.
(Sous presse)

Kara, Nadjia

Bellal, Zouhir, Lahlou, Laaziz, Kara, Nadjia, Murphy, Timothy, Phat Nguyen, Tan, Ahmed, Arif et Perez-Jimenez, Mario. 2026. « Investigating the potential of Kepler toward power observability for sustainable cloud computing ». IEEE Transactions on Green Communications and Networking, vol. 10. pp. 2118-2135.

Kpodjedo, Sègla Jean-Luc

Labbé, David

More-Chevalier, Basil, Clavijo, Fabian Alberto Romero, Labbé, David, Faubert, Jocelyn et Romeas, Thomas. 2026. « Evaluating the transfer effects of skill acquisition principles on performance in academy soccer players ». [Résumé d'une communication à une conférence]. Journal of Sport & Exercise Psychology, vol. 48, nº S1. S16–S17.

Ouédraogo, Fatimata, Demers, Marika, Menezes, Karla Vanessa Rodrigues, Labbé, David, Lebel, Karina, Brière, Simon, Levin, Mindy F., Tousignant, Michel et Kairy, Dahlia. 2026. « Tools and methods for assessing the usability and related aspects of usability of extended reality and telerehabilitation technologies in stroke rehabilitation: a scoping review ». Journal of Neuroengineering and Rehabilitation, vol. 23, nº 1.
Compte des citations dans Scopus : 2.

Lameiras Koerich, Alessandro

Leclerc, Michel, Tremblay, Christine, Chen, Hongxin, Amice, Gwennael, Plomteux, Olivier, Leblanc, Michel, Chardon, Constant et Lameiras Koerich, Alessandro. 2026. « High-sensitivity, long-reach localization and mapping of fiber optic networks using cost-efficient distributed vibration sensing ». In SPIE Photonics West (San Francisco, CA, USA, Jan. 17-23, 2026) Coll. « Proceedings of SPIE », vol. 13905. SPIE.

Langar, Rami

Mukuhi, David Kule, Mendiboure, Léo, Langar, Rami, Fargeon, Rodrigue, Cherrier, Sylvain, Berbineau, Marion et Petton, Pierre-Yves. 2026. « Application-aware slicing for FRMCS: a deep reinforcement learning approach ». IEEE Transactions on Network and Service Management, vol. 23. 6261–6274.

Laporte, Claude Y.

Laporte, Claude Y. et Munoz, Mirna. 2026. « Should new software engineering professors do an internship?: Before teaching software engineering standards to future software engineers ». Computer, vol. 59, nº 6. 102–111.

Leivadeas, Aris

Karathanasis, Andreas, Violos, John, Varlamis, Iraklis, Leivadeas, Aris et Tserpes, Konstantinos. 2026. « Leveraging autoencoders for GeoAI: A survey of methods and applications ». Neurocomputing, vol. 700.

Violos, John, Voutsas, Fotios, Diou, Christos et Leivadeas, Aris. 2026. « Detecting application transitions and identifying application types for intent-based network assurance: A machine learning perspective ». Computer Networks, vol. 274.
Compte des citations dans Scopus : 1.

Lombaert, Hervé

McGuffin, Michael John

McGuffin, Michael et Robert, Jean-Marc. 2026. « Visualizing quantum circuits: State vector difference highlighting and the half-matrix ». ACM Transactions on Quantum Computing, vol. 7, nº 3.

Menelau Cruz, Rafael

de Moura, Kecia G., Menelau Oliveira Cruz, Rafael et Sabourin, Robert. 2026. « Offline handwritten signature verification under a stream context with partially labeled data ». Pattern Recognition Letters.
(Sous presse)

de Moura, Kecia G., Sabourin, Robert et Menelau Cruz, Rafael. 2026. « ProtoSig: Enhancing training data for offline handwritten signature verification using prototypical signatures ». Pattern Recognition, vol. 180, nº Part C.

Vecchi, Lorenzo Puppi, de Souza Britto, Alceu, Paraiso, Emerson Cabrera et Menelau Cruz, Rafael. 2026. « HARM: Learning hate-aware reward model for evaluating natural language explanations of offensive content ». In 19th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL (Rabbat, Morocco, Mar. 2026) 4393–4431. Association for Computational Linguistics (ACL).

Moha, Naouel

Motamedi, Ali

Ménard, Pierre André

Desroches, Julien Dupuis, Ménard, Pierre André et Ratté, Sylvie. 2026. « Evaluating ASR for aphasia: a framework for clinically relevant transcription performance ». Aphasiology.
(Sous presse)

Martineau, Sarah, Ménard, Pierre André, Gartner-Schmidt, Jackie, Helou, Leah Bernadette, Estes, Christine Murphy, Hammerle, Brianna K., Litts, Juliana K., Rosenberg, Marci, Schmura, Erin et Ratté, Sylvie. 2026. « Advances in the identification and agreement about meta-therapy for voice disorders: A methodological paper ». Journal of Speech, Language, and Hearing Research, vol. 69, nº 6. 2481–2497.

Naboulsi, Diala

Djuikom Foka, Gwladys Ornella, Mishra, Sachit, Stanica, Razvan et Naboulsi, Diala. 2026. « Hotspot analysis and prediction for mobile networking applications ». Annals of Telecommunications.
(Sous presse)

Theingi, Ei, Sboui, Lokman et Naboulsi, Diala. 2026. « Adaptive and energy-efficient deployment of robotic airborne base stations: A deep reinforcement learning approach ». IEEE Transactions on Network and Service Management, vol. 23. pp. 3707-3721.

Ouni, Ali

AlKhazi, Bader, Mkaouer, Mohamed Wiem, Ouni, Ali et Alrubaye, Hussein. 2026. « Tutorial: Third-party software libraries: From integration to transition ». Communication lors de la conférence : Service-Oriented Computing – ICSOC 2024 Workshops: ASOCA, AI-PA, WESOACS, GAISS, LAIS, AI on Edge, RTSEMS, SQS, SOCAISA, SOC4AI and Satellite Events, Revised Selected Papers, Part II (Tunis, Tunisia, Dec. 03-06, 2024).

Almarimi, Nuri, Ouni, Ali, Roy, Banani, Chouchen, Moataz, Roy, Chanchal et Schneider, Kevin A.. 2026. « DRECT: A search-based developer recommendation approach for software crowdsourcing platforms ». Empirical Software Engineering, vol. 31, nº 5.

Alrubaye, Hussein, Mkaouer, Mohamed Wiem et Ouni, Ali. 2026. « MigrationMapper: Fine-grained detection of third-party java library migration ». In IEEE 5th International Conference on Computing and Machine Intelligence (ICMI) (Al-Ahsa, Saudi Arabia, Apr. 09-10, 2026) Institute of Electrical and Electronics Engineers Inc..

Belwafi, Kais, Sayagh, Mohammed et Ouni, Ali. 2026. « Code-level challenges and opportunities in hardware description languages: Insights from StackOverflow discussions ». Integration, vol. 109.

Bessghaier, Narjes, Ouni, Ali, Sayagh, Mohammed et Mkaouer, Mohamed Wiem. 2026. « A search-based file recommendation approach for Infrastructure-as-Code evolution ». Journal of Systems and Software, vol. 234.

Bouktif, Salah, Khanday, Akib Mohi Ud Din et Ouni, Ali. 2026. « Revealing the impact of COVID-19 on mental health through machine learning ». JAMIA Open, vol. 9, nº 1.
Compte des citations dans Scopus : 1.

Chouchen, Moataz et Ouni, Ali. 2026. « No silver bullet in software analytics: Understanding the impact of model tuning metrics on the performance of software defects prediction models ». Empirical Software Engineering, vol. 31, nº 5.

Paquette, Eric

Guzmán, Julián E., Mould, David et Paquette, Eric. 2026. « Adaptive multiresolution exemplar-based texture synthesis on animated fluids ». Computers and Graphics, vol. 134.
Compte des citations dans Scopus : 1.

Pedersoli, Marco

Petrillo, Fabio

Guéhéneuc, Yann-Gaël, Petrillo, Fabio, Galasso-Carbonnel, Jessie, Serra, Henrique de Freitas, Politowski, Cristiano, Rousse, Nicolas, Ullmann, Gabriel, Voisard, Laurent et Costa, Diego Elias. 2026. « Report on ReAnimate'25 ». ACM SIGSOFT Software Engineering Notes, vol. 51, nº 1. 26–31.

Mendes, Eduardo, Vasconcellos, Marcelo, Petrillo, Fabio et Hallé, Sylvain. 2026. « From description to prescription: Unraveling log severity adjustments in open-source software ». Journal of Systems and Software, vol. 231.

Poirier, Erik Andrew

Ratté, Sylvie

Desroches, Julien Dupuis, Ménard, Pierre André et Ratté, Sylvie. 2026. « Evaluating ASR for aphasia: a framework for clinically relevant transcription performance ». Aphasiology.
(Sous presse)

Harel, Simon-Olivier, Velazquez-Godinez, Erick et Ratté, Sylvie. 2026. « New heuristics for stable LDA parameter search ». Computational Intelligence, vol. 42, nº 3.

Robert, Jean-Marc

McGuffin, Michael et Robert, Jean-Marc. 2026. « Visualizing quantum circuits: State vector difference highlighting and the half-matrix ». ACM Transactions on Quantum Computing, vol. 7, nº 3.

Sabourin, Robert

Sayagh, Mohammed

Arabat, Ali, Sayagh, Mohammed et Hassine, Jameleddine. 2026. « A recommendation system for predicting dependencies among software changes insights from an empirical study on OpenStack ». Empirical Software Engineering, vol. 31, nº 6.

Belwafi, Kais, Sayagh, Mohammed et Ouni, Ali. 2026. « Code-level challenges and opportunities in hardware description languages: Insights from StackOverflow discussions ». Integration, vol. 109.

Sboui, Lokman

Talhi, Chamseddine

Tahmi, Omar, Talhi, Chamseddine et Ould-Slimane, Hakima. 2026. « CryptoKANs+: KAN-inspired self-learning polynomial networks for efficient privacy-preserving machine learning ». Journal of Cybersecurity and Privacy, vol. 6, nº 3.

Tremblay, Christine

Vázquez, Carlos

Baisamy, Victor, Daher, Mohammad, Sebaaly, Amer, Cresson, Thierry, de Guise, Jacques, Vazquez, Carlos, Shen, Jesse et Wang, Zhi. 2026. « Lower limb compensation mechanisms influencing sagittal balance after lumbar fusion ». BMC Surgery, vol. 26, nº 1.

Houmeau, Alice Le Nilias, Cresson, Thierry, de Guise, Jacques, Chartrand-Lefebvre, Carl et Vázquez, Carlos. 2026. « 3D lung reconstruction from x-rays: Implicit single-view occupancy vs. Explicit voxel-based biplanar methods ». In IEEE 23rd International Symposium on Biomedical Imaging (ISBI) (London, UK, Apr. 08-11, 2026) IEEE Computer Society.

Zhang, Kaiwen

Ghazi, Seyed Salar, Zhang, Kaiwen et Feizi, Mehdi. 2026. « Fed-TTC: A pareto-efficient hierarchical federated learning framework ». In IEEE 42nd International Conference on Data Engineering Workshops (ICDEW) (Montreal, QC, Canada, May 04-08, 2026) 253–257. Institute of Electrical and Electronics Engineers Inc..

Sion, Sion Israel, Nguyen-Phan, Trinh, Fortin, Mélissa, Mes-Masson, Anne-Marie et Zhang, Kaiwen. 2026. « Transforming biospecimen management: A roadmap for integrated sample traceability in the era of global research ». Biopreservation and Biobanking, vol. 24, nº 3. pp. 272-282.
Compte des citations dans Scopus : 3.

de Guise, Jacques A.

Cette liste a été générée le Wed Aug 12 09:30:41 2026 EDT.