Karl Henrik Johansson

Full Professor, KTH Royal Institute of Technology

Joined

March 2022

Names

Karl Henrik Johansson (Preferred)

Emails

****@kth.se (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

KTH Royal Institute of Technology (kth.se)

2007 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Risk-Averse Learning with Nonstationary Distribution
Siyi Wang, Zifan Wang, Xinlei Yi, Michael M. Zavlanos, Karl Henrik Johansson, Sandra Hirche
- CAO Poster
- Readers: Everyone
Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning
Zifan Wang, Riccardo De Santi, Xiaoyu Mo, Michael M. Zavlanos, Andreas Krause, Karl Henrik Johansson
- ICLR 2026 DeLTa Workshop Poster
- Readers: Everyone
Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning
Zifan Wang, Riccardo De Santi, Xiaoyu Mo, Michael M. Zavlanos, Andreas Krause, Karl Henrik Johansson
- ICLR 2026 Workshop FM4Science Poster
- Readers: Everyone
Learning to Rank the Initial Branching Order of SAT Solvers
Arvid Eriksson, Gabriel Poesia, Roman Bresson, Karl Henrik Johansson, David Broman
- ICLR 2026 Workshop VerifAI-2
- Readers: Everyone
Efficient Tail-Aware Generative Optimization via Flow Model Fine-Tuning
Zifan Wang, Riccardo De Santi, Xiaoyu Mo, Michael M. Zavlanos, Andreas Krause, Karl Henrik Johansson
- ReALM-GEN 2026 - ICLR 2026 Workshop
- Readers: Everyone
From Words to Amino Acids: Does the Curse of Depth Persist?
Aleena Siji, Amir Mohammad Karimi Mamaghan, Ferdinand Kapl, Tobias Höppe, Emmanouil Angelis, Andrea Dittadi, Maurice Brenner, Michael Heinzinger, Karl Henrik Johansson, Kaitlin Maile, Johannes von Oswald, Stefan Bauer
- ICLR 2026 Workshop LMRL Poster
- Readers: Everyone
Learning Communities from Equilibria of Nonlinear Opinion Dynamics
Yu Xing, Anastasia Bizyaeva, Karl Henrik Johansson
- Conference on Decision and Control
- Readers: Everyone
Group Distributionally Robust Machine Learning under Group Level Distributional Uncertainty
Xenia Konti, Yi Shen, Zifan Wang, Karl Henrik Johansson, Michael J Pencina, Nicoleta J Economou-Zavlanos, Michael M. Zavlanos
- Submitted to ICLR 2026
- Readers: Everyone
Are Object-Centric Representations Better At Compositional Generalization?
Ferdinand Kapl, Amir Mohammad Karimi Mamaghan, Maximilian Seitzer, Karl Henrik Johansson, Carsten Marr, Stefan Bauer, Andrea Dittadi
- Submitted to ICLR 2026
- Readers: Everyone
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
Yulun Wu, Miguel Aguiar, Karl Henrik Johansson, Matthieu Barreau
- ICLR 2026 Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 56 co-authors