2. Les publications
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Les publications

Conférence

Wang, Ruiwen; Fang, Philippe; Li, Chong; Tachon, Thibaut; Appuswamy, Raja

PRISM: Profiling-free symbolic memory-driven strategy planner for large DNN model training

SCA/HPC Asia 2026, Supercomputing Asia / International Conference on High Performance Computing in the Asia-Pacific Region, 26-29 January 2026, Osaka, Japan
Detail
Document
BIBTEX

Thèse

Montaruli, Biagio

Adversarial challenges and defenses in ml-driven cybersecurity systems

Thesis
Detail
BIBTEX

Conférence

Pic, Xavier; Pinnamaneni, Nimesh; Appuswamy, Raja

Adaptive sampling for storage of progressive images on DNA

PCS 2025, Picture Coding Symposium, 8-11 December, Aachen, Germany
Detail
BIBTEX

Conférence

Dhouib, Baya; Appuswamy, Raja

COSE: Continuous shapes extraction from dynamic knowledge graphs

BIGDATA 2025, IEEE International Conference on Big Data, 8-11 December 2025, Macau SAR, China
Detail
Document
BIBTEX

Talk

Skarzauskiene, Aelita; Maciuliene, Monika; Alani, Harith; Troncy, Raphaël; Svátek, Vojtech

Towards a multidimensional GIS approach for mapping and analysing climate misinformation: Concepts, gaps, and early directions.

AHFE 20025, International Conference on Human Factors in Design, Engineering, and Computing, 8-10 December 2025, Hawaii, USA
Detail
Document
BIBTEX

Conférence

El Hili, Youssef Attia; Thomas, Albert; Benechehab, Abdelhakim; Léger, Corentin; Ancourt, Corinne; Kégl, Balázs

In-context meta-learning with large language models for automated model and hyperparameter selection

NeurIPS 2025, Evaluating the Evolving LLM Lifecycle, Benchmarks, Emergent Abilities, and Scaling, 7 December 2025, San Diego, USA
Detail
BIBTEX

Thèse

Guzzi, Lisa

Segmentation automatique du système vasculaire pour améliorer le système d'aide à la décision basé sur l'IA pour les maladies artérielles pérophériques

Thesis
Detail
BIBTEX

Journal

Vidal-Zaborski, Olivia; Merino, Diane; Fernandez, Arnaud; Mercery, Mégane; Herbreteau, Louise; Askenazy, Florence; Zuluaga, Maria A.; Ismailova, Esma; Douet-Vannucci, Vanessa; Thümmler, Susanne

Autonomic and hormonal biomarkers in individuals with autism spectrum disorders and developmental or intellectual delay: A systematic PRISMA review

Neuroscience & Biobehavioral Reviews, Vol. 180, January 2026, 106496
Detail
DOI
BIBTEX

Talk

Zuluaga, Maria

A unified view on the seven principles of trustworthy AI through the lens of robustness

Invited talk at KTH Royal Institute of Technology, 26 November 2025, Stockholm, Sweden
Detail
BIBTEX

Talk

Franzese, Giulio

Mutual information and (Generative) diffusion processes

Invited talk at Politecnico di Torino, 25 November 2025, Torino, Italy
Detail
BIBTEX

Conférence

Vargas, Luisa; Poeta, E; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A

MedOpenSeg: Open-world medical segmentation with memory-augmented transformers

BMVC 2025, 36th British Machine Vision Conference, 24-27 November 2025, Sheffield, UK
Detail
Document
BIBTEX

Conférence

Wang, Ruiwen; Li, Chong; Wang, Hongxing; Appuswamy, Raja; Yujie, Yuan

ManuMatic: Strategy injection for robust automatic hybrid parallelism in distributed DNN training

NPC 2025, 22nd IFIP International Conference on Network and Parallel Computing, 14-16 November 2025, Nha Trang, Vietnam / Also on Lecture Notes in Computer Science, Vol.16306
Detail
DOI
BIBTEX

Rapport

Marciano, Vincenzo; Chaptoukaev, Hava; Fernandez, Virginia; Cardoso, M. Jorge; Ourselin, Sébastien; Antonelli, Michela; Zuluaga, Maria A.

Diffusion-based quality control of medical image segmentations across organs

Submitted to ArXiV, 12 November 2025
Detail
ARXIV
BIBTEX

Journal

Jean, Clara; Bussotti, Jean-Flavien; Cecere, Grazia; Omrani, Nessrine; Papotti, Paolo

Digital divide and artificial intelligence for health

Technovation, Vol. 151, March 2026, 103392
Detail
Document
DOI
HAL
BIBTEX

Talk

Zuluaga, Maria A

Trustworthy AI in medical imaging: A unified perspective built on robustness and layers of trust

U.S. Food & Drug Administration (FDA) - Artificial Intelligence Program of the Office of Science and Engineering Laboratories Seminar Series, 5 November 2025 (Online)
Detail
BIBTEX

Poster / Demo

Bussotti, Jean-Flavien; Papotti, Paolo

Refining attention for explainable and noise-robust fact-checking with transformers

EMNLP 2025, 30th Conference on Empirical Methods in Natural Language Processing, 4-9 November 2025, Suzhou, China
Detail
Document
HAL
BIBTEX

Poster / Demo

Papicchio, Simone; Cagliero, Luca; Papotti, Paolo

SQUAB: Evaluating LLM's robustness to ambiguous and unanswerable questions in semantic parsing

EMNLP 2025, 30th Conference on Empirical Methods in Natural Language Processing, 4-9 November 2025, Suzhou, China
Detail
Document
BIBTEX

Conférence

Plu, Julien; Escobar, Oscar Moreno; Trouillez, Edouard; Gapin, Axelle; Lisena, Pasquale; Ehrhart, Thibault; Troncy, Raphaël

Text2KGBench-LettrIA: A refined benchmark for Text2Graph systems

KBC-LM and LM-KBC Challenge (Knowledge Base Construction from Pre-trained Language Models) at ISWC 2025, 24th International Semantic Web Conference, 2-6 November 2025, Nara, Japan
Detail
Document
HAL
BIBTEX

Rapport

Attia El Hili, Youssef; Thomas, Albert; Tiomoko, Malik; Benechehab, Abdelhakim; Léger, Corentin; Ancourt, Corinne; Kégl , Balázs

LLMS as in-context meta-learners for model and hyperparameter selection

Submitted to ArXiV, 30 October 2025
Detail
ARXIV
BIBTEX

HDR

Appuswamy, Raja

Microform to macromolecules : archiving digital data on analog and biological storage media

Habilitation à diriger des recherches (French qualification for conducting Phd theses)
Detail
BIBTEX