Viacheslav Surkov

MS student, EPFL - EPF Lausanne

Joined

May 2024

Names

Viacheslav Surkov (Preferred)

Emails

****@epfl.ch (Confirmed)

,

****@gmail.com (Confirmed)

,

****@oracle.com (Confirmed)

Personal Links

Career & Education History

MS student

EPFL - EPF Lausanne (epfl.ch)

2023 – 2026

Advisors, Relations & Conflicts

Coauthor

Tim R. Davidson

2024 – Present

Coauthor

Veniamin Veselovsky

2024 – Present

Coauthor

2024 – Present

Expertise

Deep Learning

,

Mechanistic Interpretability

,

Safe ML

2024 – Present

Publications

Steering Diffusion Transformers with Sparse Autoencoders
Antonio Mari, Viacheslav Surkov, Robert West, Chris Wendler
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
Viacheslav Surkov, Chris Wendler, Antonio Mari, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre, David Bau
- NeurIPS 2025 poster
- Readers: Everyone
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Viacheslav Surkov, Chris Wendler, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre
- MIV at CVPR 2025 (Non-proceedings Track) Poster
- Readers: Everyone
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Viacheslav Surkov, Chris Wendler, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Recognition in Language Models
Tim R. Davidson, Viacheslav Surkov, Veniamin Veselovsky, Giuseppe Russo Latona, Robert West, Caglar Gulcehre
- EMNLP (Findings) 2024
- Readers: Everyone

Co-Authors