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Filippo Guerranti

PhD student, Technische Universität München

2 papers at NeurIPS 2025

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Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
TreeGen: A Bayesian Generative Model for Hierarchies
#3715 · Marcel Kollovieh, Nils Fleischmann, Filippo Guerranti, Bertrand Charpentier, Stephan Günnemann

A novel generative model for hierarchies based on Bayesian Flow Networks.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow
#1611 · Kristiyan Sakalyan, Alessandro Palma, Filippo Guerranti, Fabian J Theis, Stephan Günnemann

We develop a Variational Flow Matching algortihm to learn microenvironment trajectories on time-resolved spatial transcriptomics.