Konstantin Donhauser

Joined

May 2021

Names

Konstantin Donhauser (Preferred)

Emails

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

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

Personal Links

DBLP

Career & Education History

PhD student

CS, Swiss Federal Institute of Technology (ethz.ch)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Fanny Yang

2021 – Present

PhD Advisor

Afonso Bandeira

2021 – Present

Coworker

Kartik Ahuja

2024 – 2025

Coworker

Jason Hartford

2024 – 2024

Expertise

High Dimensional Statistics

2021 – Present

Statistical Learning Theory

2021 – Present

Publications

Unveiling Simplicities of Attention: Adaptive Long-Context Head Identification
Charles Arnal, Konstantin Donhauser, Mohammad Pezeshki, Vivien Cabannes, David Lopez-Paz, Kartik Ahuja
- Submitted to ICLR 2026
- Readers: Everyone
Efficient Randomized Experiments Using Foundation Models
Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M Duch, Fanny Yang, Issa Dahabreh
- NeurIPS 2025 poster
- Readers: Everyone
Unveiling Simplicities of Attention: Adaptive Long-Context Head Identification
Konstantin Donhauser, Charles Arnal, Mohammad Pezeshki, Vivien Cabannes, David Lopez-Paz, Kartik Ahuja
- SLLM
- Readers: Everyone
Efficient Randomized Experiments Using Foundation Models
Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M Duch, Fanny Yang, Issa Dahabreh
- ICLR 2025 Workshop SynthData
- Readers: Everyone
Weakly Supervised Latent Variable Inference of Proximity Bias in CRISPR Gene Knockouts from Single-Cell Images
Aditya Ravuri, Kristina Ulicna, Jana Osea, Konstantin Donhauser, Jason Hartford
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
Konstantin Donhauser, Kristina Ulicna, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason Hartford
- ICML 2025 poster
- Readers: Everyone
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastián Rodríguez Vera, Marta Fay, Imran S Haque, Oren Kraus
- ICML 2025 poster
- Readers: Everyone
ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy
Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastián Rodríguez Vera, Marta Fay, Imran S Haque, Oren Kraus
- Submitted to ICLR 2025
- Readers: Everyone
Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models
Konstantin Donhauser, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Kristina Ulicna, Cian Eastwood, Jason Hartford
- Submitted to ICLR 2025
- Readers: Everyone
Copyright-Protected Language Generation via Adaptive Model Fusion
Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang
- ICLR 2025 Oral
- Readers: Everyone

View all 33 publications

Co-Authors

View all 45 co-authors