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Publications

Conference

Falcetta, Daniele; Marciano, Vincenzo; Yang, Kaiyuan; Cleary, Jon; Legris, Loic; Rizzaro, Massimiliano D.; Pitsiorlas, Ionnais; Chaptoukaev; Hava; Lemasson, Benjamin; Menze, Bjoern; Zuluaga, Maria A.

VesselVerse: A dataset and collaborative framework for vessel annotation

MICCAI 2025, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, 23-27 September 2025, Daejon, Republic of Korea
Detail
BIBTEX

Conference

Falcetta, Daniele; Chaptoukaev, Hava; Galati, Francesco; Zuluaga, Maria A

One-shot active learning for vessel segmentation

MICCAI 2025, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, 23-27 September 2025, Daejon, Republic of Korea
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Document
BIBTEX

Conference

Rebboud, Youssra

A language model-based playlist generation recommender system

RECSYS 2025, 19th ACM Conference on Recommender Systems, 22-26 September 2025, Prague, Czech Republic
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BIBTEX

Conference

Burel, Grégoire; Lisena, Pasquale; Daga, Enrico; Troncy, Raphaël; Alani, Harith

ClimateSense at CheckThat! 2025: Combining fine-tuned large language models and conventional machine learning models for subjectivity and scientific web discourse analysis

CLEF 2025, Conference and Labs of the Evaluation Forum, Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, In CheckThat! Lab, 9-12 September 2025, Madrid, Spain
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Document
BIBTEX

Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

ICML 2025, 42nd International Conference on Machine Learning, 13-19 July 2025, Vancouver, Canada
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ARXIV
BIBTEX

Thesis

Bounoua, Mustapha

Harnessing multimodality: Diffusion based generative modeling and information estimation

Thesis
Detail
BIBTEX

Talk

Michiardi, Pietro

MI is all you need: Understanding complex multivariate systems through the lenses of GenAI

EMTECH 2025, Keynote at Workshop on Emerging Technologies for Next-Generation Networks, collocated with IEEE MeditCom 2025, 7 July 2025, Nice, France
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BIBTEX

Talk

Padakandla, Arun

Fundamental limits of information extraction and communication over quantum systems and channels

Invited talk at France-Japan Joint Workshop 2025, 3-4 July 2025, Sophia Antipolis, France
Detail
BIBTEX

Talk

Kanagawa, Motonobu

Well-calibrated uncertainty quantification with Gaussian processes

Invited talk at France-Japan Joint Workshop 2025, 3-4 July 2025, Sophia Antipolis, France

Detail
BIBTEX

Talk

Troncy, Raphaël

Surveilling and combating misinformation using knowledge graphs

Invited Talk in Cap & Coffee, Innover pour lutter contre le désordre informationnel, 1 July 2025, Palaiseau, France
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Document
BIBTEX

Poster / Demo

Gharsallah, Sarra. Robaldo, Adele. Tokareva, Mariia. Gatti Pinheiro, Giovanni. Guendouz, Ilyana; Troncy, Raphaël; Papotti, Paolo; Michiardi, Pietro

Can we trust the judges? Validation of factuality evaluation methods via answer perturbation

EvalLLM 2025, Workshop on Evaluation Generative Models and Challenges, colocated with TALN, 30 June 2025, Marseille, France
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BIBTEX

Conference

Nepote, Luca; Lhéritier, Alix; Bondoux, Nicolas; Kountouris, Marios; Filippone, Maurizio

Variational inference for quantum hyperNetworks

IJCNN 2025, INNS International Joint Conference on Neural Networks, Workshop on Quantum Computing and Quantum Neural Networks - QCNN, 30 June-5 July 2025, Rome, Italy
Detail
ARXIV
BIBTEX

Talk

Zuluaga, Maria A

A robust-centric view of trustworthy AI

BMW Summer School 2025, 10th French-German Summer School, 29 June-4 July 2025, Saint-Raphaël, France
Detail
BIBTEX

Thesis

Reeboud, Youssra

Semantic extraction of event relations from text with knowledge graphs

Thesis

Detail
BIBTEX

Conference

Pic, Xavier; Appuswamy, Raja

Combining progressive image compression and random access in DNA data storage

DSP 2025, 25th International Conference on Digital Signal Processing, 25-27 June 2025, Costa Navarino, Messinia, Greece
Detail
Document
ARXIV
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BIBTEX

Conference

Jiménez-Sánchez, Amelia; Avlona, Natalia-Rozalia; de Boer, Sarah; Campello, Víctor M.; Feragen, Aasa; Ferrante, Enzo; Ganz, Melanie; Gichoya, Judy Wawira; González, Camila; Groefsema, Steff; Hering, Alessa; Hulman, Adam; Joskowicz, Leo; Juodelyte, Dovile; Kandemir, Melih; Kooi, Thijs; del Pozo Lérida, Jorge; Li, Livie Yumeng; Pacheco, Andre; Rädsch, Tim; Reyes, Mauricio; Sourget, Théo; van Ginneken, Bram; Wen, David; Weng, Nina; Junchi Xu, Jack; Dariusz Zajac, Hubert; Zuluaga, Maria A.; Cheplygina, Veronika

In the picture: Medical imaging datasets, artifacts, and their living review

FAccT 2025, 8th Annual ACM Conference on Fairness, Accountability, and Transparency, 23-26 June 2025, Athens, Greece
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Document
ARXIV
DOI
BIBTEX

Conference

Satriani, Dario; Veltri, Enzo; Santoro, Donatello; Rosato, Sara; Varriale, Simone; Papotti, Paolo

Logical and physical optimizations for SQL query execution over large language models

SIGMOD/PODS 2025, ACM International Conference on Management of Data, June 22-27, 2025, Berlin, Germany / Also published in Proceedings of the ACM on Management of Data, Vol. 3, Issue 3, Article N°181
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Document
DOI
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Book

Kanagawa, Motonobu; Hennig, Philipp; Sejdinovic, Dino; Sriperumbudur, Bharath K.

Gaussian Processes and Reproducing Kernels: Connections and Equivalences

Submitted to ArXiV, 20 June 2025
Detail
ARXIV
BIBTEX

Journal

Franzese, Giulio; Michiardi, Pietro

Generative diffusion models in infinite dimensions: A survey

Philosophical Transactions of the Royal Society A, 19 June 2025, Volume 383, N°2299
Detail
Document
DOI
BIBTEX

Poster / Demo

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

SCOPE-Symbolic computation-memory optimization for pipeline efficiency in ultra-scale DNN training

DP2E-AI 2025, 1st International Workshop on Distributed and Parallel Programming for Extreme-scale AI, 16-17 June 2025, Paris, France
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BIBTEX