Karolina Stanczak

Postdoc, ETHZ - ETH Zurich

Postdoc, McGill University, McGill University

Joined

August 2021

Names

Karolina Stanczak (Preferred)

Karolina Stańczak

Emails

****@di.ku.dk (Confirmed)

****@mila.quebec (Confirmed)

****@gmail.com (Confirmed)

****@ethz.ch (Confirmed)

Personal Links

Career & Education History

Postdoc

ETHZ - ETH Zurich (ethz.ch)

2025 – Present

Postdoc

McGill University, McGill University (mail.mcgill.ca)

2024 – Present

Postdoc

Mila - Quebec Artificial Intelligence Institute (mila.quebec)

2024 – 2025

PhD student

University of Copenhagen (ku.dk)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Value Drifts: Tracing Value Alignment During LLM Post-Training
Mehar Bhatia, Shravan Nayak, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Vered Shwartz, Siva Reddy
- CAO Poster
- Readers: Everyone
ICLR 2026 Workshop on Memory for LLM-Based Agentic Systems (MemAgents)
Zhenguang Cai, Wenyue Hua, Keshuang Li, Yunpu Ma, Ercong Nie, Hinrich Schuetze, Karolina Stanczak, Matthew E. Taylor
- ICLR 2026 Workshop Proposals
- Readers: Everyone
Value Drifts: Tracing Value Alignment During LLM Post-Training
Mehar Bhatia, Shravan Nayak, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Vered Shwartz, Siva Reddy
- Submitted to ICLR 2026
- Readers: Everyone
DeepSeek-R1 Thoughtology: Let’s think about LLM reasoning
Sara Vera Marjanovic, Arkil Patel, Vaibhav Adlakha, Milad Aghajohari, Parishad BehnamGhader, Mehar Bhatia, Aditi Khandelwal, Austin Kraft, Benno Krojer, Xing Han Lù, Nicholas Meade, Dongchan Shin, Amirhossein Kazemnejad, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Siva Reddy
- Accepted by TMLR
- Readers: Everyone
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang, Verena Rieser, Lisa Anne Hendricks, Sjoerd van Steenkiste, Yash Goyal, Karolina Stanczak, Aishwarya Agrawal
- MoFA Poster
- Readers: Everyone
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories
Xing Han Lù, Amirhossein Kazemnejad, Nicholas Meade, Arkil Patel, Dongchan Shin, Alejandra Zambrano, Karolina Stanczak, Peter Shaw, Christopher Pal, Siva Reddy
- COLM 2025
- Readers: Everyone
SafeArena: Evaluating the Safety of Autonomous Web Agents
Ada Defne Tur, Nicholas Meade, Xing Han Lù, Alejandra Zambrano, Arkil Patel, Esin Durmus, Spandana Gella, Karolina Stanczak, Siva Reddy
- CoRR 2025
- Readers: Everyone
Societal Alignment Frameworks Can Improve LLM Alignment
Karolina Stanczak, Nicholas Meade, Mehar Bhatia, Hattie Zhou, Konstantin Böttinger, Jeremy Barnes, Jason Stanley, Jessica Montgomery, Richard Zemel, Nicolas Papernot, Nicolas Chapados, Denis Therien, Timothy P. Lillicrap, Ana Marasovic, Sylvie Delacroix, Gillian K. Hadfield, Siva Reddy
- CoRR 2025
- Readers: Everyone
Societal Alignment Frameworks Can Improve LLM Alignment
Karolina Stanczak, Nicholas Meade, Mehar Bhatia, Hattie Zhou, Konstantin Böttinger, Jeremy Barnes, Jason Stanley, Jessica Montgomery, Richard Zemel, Nicolas Papernot, Nicolas Chapados, Denis Therien, Timothy P Lillicrap, Ana Marasovic, Sylvie Delacroix, Gillian K Hadfield, Siva Reddy
- ICLR 2025 Bi-Align Workshop Poster
- Readers: Everyone
SafeArena: Evaluating the Safety of Autonomous Web Agents
Ada Defne Tur, Nicholas Meade, Xing Han Lù, Alejandra Zambrano, Arkil Patel, Esin DURMUS, Spandana Gella, Karolina Stanczak, Siva Reddy
- ICML 2025 poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 75 co-authors