Lagani, Vincenzo

6 publications

ICLR 2025 Interpretable Causal Representation Learning for Biological Data in the Pathway Space Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez

ICLRW 2025 SPELL: Spatial Prompting with Chain-of-Thought for Zero-Shot Learning in Spatial Transcriptomics Sumeer Ahmad Khan, Xabier Martinez de Morentin, Vincenzo Lagani, Robert Lehmann, Abdel Rahman Alsabbagh, Mahmoud Zahran, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér

ICLRW 2025 stDiffusion: A Diffusion Based Model for Generative Spatial Transcriptomics Sumeer Ahmad Khan, Xabier Martínez de Morentin, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér

NeurIPSW 2024 Interpretable Causal Representation Learning for Biological Data in the Pathway Space Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Irene Marín-Goñi, Jan Voges, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez

MLJ 2023 Learning Biologically-Interpretable Latent Representations for Gene Expression Data Ioulia Karagiannaki, Krystallia Gourlia, Vincenzo Lagani, Yannis Pantazis, Ioannis Tsamardinos

JMLR 2012 Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies Ioannis Tsamardinos, Sofia Triantafillou, Vincenzo Lagani