(*equal contribution)

• PM1: A multimodal foundation model for genomes, phenotypes, and images at biobank scale
  Christophe Thomassin*, Marçal Comajoan Cara*, Margarita Geleta*, David Bonet*, ..., Alexander Ioannidis
  Paper at the Conference on Neural Information Processing Systems (NeurIPS) 2026, and the International Conference on Machine Learning (ICML) Workshop on Multimodal Foundation Models and Large Language Models for Life Sciences 2025, Vancouver, Canada.
  NeurIPS'26; ICML'25 FM4LS; bioRxiv; GitHub.

• TabBioMed: A large-scale benchmark for biomedical tabular learning
  Pau Mateo Bernadó*, Naga Polapragada*, David Bonet*, ..., Marçal Comajoan Cara, ..., David Haussler, Alexander Ioannidis
  Paper at the Conference on Neural Information Processing Systems (NeurIPS) 2026 (Evaluations & Datasets Track).
  NeurIPS'26; arXiv.

• Inchworming rover gait optimization with reinforcement learning
  Deaho Moon, Benjamin Davis, Marçal Comajoan Cara, Hannah Stuart
  Poster at the IEEE/RSJ International Conference on Intelligent Robots & Systems (IROS) Workshop on Robotic One-Shot Exploration from Deep Ocean to Deep Space (ROSE) 2026, Pittsburgh, Pennsylvania, USA.
  IROS'26 ROSE.

• iLTM: Integrated large tabular model
  David Bonet*, Marçal Comajoan Cara*, Álvaro Calafell, Daniel Mas Montserrat, Alexander Ioannidis
  Paper at the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2026, Jeju, South Korea; Spotlight paper with oral at the International Conference on Learning Representations (ICLR) Workshop on Weight Space Learning 2025, Singapore.
  KDD'26; ICLR'25 WSL; arXiv; GitHub.

• ARGMix: Graph transformer for ancient ancestry inference
  Cole Shanks, David Bonet, Marçal Comajoan Cara, Alexander Ioannidis
  Oral at the Annual Meeting of the Society for Molecular Biology & Evolution (SMBE) 2025, Beijing, China.
  bioRxiv; GitHub.

• ARGformer: Learning on ancestral recombination graphs with transformers
  David Bonet, Cole Shanks, Marçal Comajoan Cara, Daniel Mas Montserrat, Alexander Ioannidis
  Paper published in Bioinformatics, 2026, 42(Supp2):btag438; Oral at the 25th European Conference on Computational Biology 2026, Geneva, Switzerland; Poster at the Annual Meeting of the Society for Molecular Biology & Evolution (SMBE) 2025, Beijing, China.
  Bioinformatics; bioRxiv; GitHub.

• snputils: A Python library for genetic variation and population structure
  David Bonet*, Marçal Comajoan Cara*, Míriam Barrabés*, ..., Daniel Mas Montserrat, Alexander Ioannidis
  Poster at the Annual Meeting of the Society for Molecular Biology & Evolution (SMBE) 2025, Beijing, China; Poster at the Annual Meeting of the American Society of Human Genetics (ASHG) 2024, Denver, Colorado, USA.
  bioRxiv; website; GitHub.

• PopGenAdapt: Semi-supervised domain adaptation for genotype-to-phenotype prediction in underrepresented populations
  Marçal Comajoan Cara, Daniel Mas Montserrat, Alexander Ioannidis
  Paper and oral at the Pacific Symposium on Biocomputing (PSB) 2024, Puako, Hawaii, USA.
  PSB'24; bioRxiv; GitHub.

• Quantum vision transformers for quark-gluon classification
  Marçal Comajoan Cara, ..., Sergei Gleyzer
  Paper published in Axioms, 2024, 13(5):323.
  Axioms; arXiv; GitHub.

• $\mathbb{Z}_2 \times \mathbb{Z}_2$ equivariant quantum neural networks: Benchmarking against classical neural networks
  Zhongtian Dong, Marçal Comajoan Cara, ..., Sergei Gleyzer
  Paper published in Axioms, 2024, 13(3):188.
  Axioms; arXiv.

• Hybrid quantum vision transformers for event classification in high energy physics
  Eyup Unlu, Marçal Comajoan Cara, ..., Sergei Gleyzer
  Paper published in Axioms, 2024, 13(3):187.
  Axioms; arXiv.

• A comparison between invariant and equivariant classical and quantum graph neural networks
  Roy Forestano, Marçal Comajoan Cara, ..., Sergei Gleyzer
  Paper published in Axioms, 2024, 13(3):160.
  Axioms; arXiv.