Valentina Boeva

Assistant Professor, ETHZ - ETH Zurich

Joined

January 2023

Names

Valentina Boeva (Preferred)

Emails

****@inf.ethz.ch (Confirmed)

Personal Links

Homepage

Career & Education History

Assistant Professor

ETHZ - ETH Zurich (ethz.ch)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Sparse Autoencoders Reveal Interpretable Features in Single-Cell Foundation Models
Flavia Pedrocchi, Florian Barkmann, Amir Joudaki, Valentina Boeva
- Gen² 2026 Poster
- Readers: Everyone
Sparse Autoencoders Reveal Interpretable Features in Single-Cell Foundation Models
Flavia Pedrocchi, Florian Barkmann, Amir Joudaki, Valentina Boeva
- Submitted to ICLR 2026
- Readers: Everyone
Exploring Augmentation-Driven Invariances for Graph Self-supervised Learning in Spatial Omics
Lovro Rabuzin, Michel Tarnow, Valentina Boeva
- NPGML Poster
- Readers: Everyone
Exploring Augmentation-Driven Invariances for Graph Self-supervised Learning in Spatial Omics
Lovro Rabuzin, Michel Tarnow, Valentina Boeva
- UniReps2025
- Readers: Everyone
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots
Olga Ovcharenko, Rita Sevastjanova, Valentina Boeva
- IEEE VIS 2024
- Readers: Everyone
Generalized Linear Mode Connectivity for Transformers
Alexander Theus, Alessandro Cabodi, Sotiris Anagnostidis, Antonio Orvieto, Sidak Pal Singh, Valentina Boeva
- NeurIPS 2025 oral
- Readers: Everyone
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
Olga Ovcharenko, Florian Barkmann, Philip Toma, Imant Daunhawer, Julia E Vogt, Sebastian Schelter, Valentina Boeva
- ICML 2025 spotlightposter
- Readers: Everyone
CancerFoundation: A single-cell RNA sequencing foundation model to decipher drug resistance in cancer
Alexander Theus, Florian Barkmann, David Wissel, Valentina Boeva
- AIDrugX Poster
- Readers: Everyone
Benchmarking Self-Supervised Learning for Single-Cell Data
Philip Toma, Olga Ovcharenko, Imant Daunhawer, Julia E Vogt, Florian Barkmann, Valentina Boeva
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data
Moritz Vandenhirtz, Florian Barkmann, Laura Manduchi, Julia E Vogt, Valentina Boeva
- AccMLBio Spotlight
- Readers: Everyone

View all 11 publications