08.05.2025

Tiny logo
Teaser image to Christian Koke Wins ICLR MLMP 2025 Best Paper Award

Christian Koke Wins ICLR MLMP 2025 Best Paper Award

Our Junior Member Honored for Work on Multiscale Graph Networks

MCML Junior Member Christian Koke and his co-authors have received the ICLR 2025 MLMP Best Paper Award for their paper “On Incorporating Scale into Graph Networks”. The award includes 2,000 GPU-hours from Nebius and honors their outstanding contribution to multiscale graph network research.

Congratulations from us!

Check out the full paper:

C. Koke, Y. Shen, A. Saroha, M. Eisenberger, B. Rieck, M. M. B. Michael M. Bronstein and D. Cremers.
On Incorporating Scale into Graph Networks.
MLMP @ICLR 2025 - Workshop on Machine Learning Multiscale Processes at the 13th International Conference on Learning Representations (ICLR 2025). Singapore, Apr 24-28, 2025. MLMP Best Paper Award. URL
Abstract

Standard graph neural networks assign vastly different latent embeddings to graphs describing the same physical system at different resolution scales. This precludes consistency in applications and prevents generalization between scales as would fundamentally be needed in many scientific applications. We uncover the underlying obstruction, investigate its origin and show how to overcome it.

MCML Authors
Link to website

Christian Koke

Computer Vision & Artificial Intelligence

Yuesong Shen

Yuesong Shen

Dr.

* Former Member

Link to Profile Daniel Cremers

Daniel Cremers

Prof. Dr.

Computer Vision & Artificial Intelligence

08.05.2025


Subscribe to RSS News feed

Related

Link to Fabian Theis receives 2025 ISCB Innovator Award

01.08.2025

Fabian Theis Receives 2025 ISCB Innovator Award

Fabian Theis receives 2025 ISCB Innovator Award for advancing AI in biology and mentoring the next generation of scientists.

Link to Yusuf Sale receives IJAR Young Researcher Award

29.07.2025

Yusuf Sale Receives IJAR Young Researcher Award

MCML Junior Member Yusuf Sale received an IJAR Young Researcher Award at ISIPTA 2025 for his work.

Link to Barbara Plank awarded 2025 Imminent Research Grant for work on language data

29.07.2025

Barbara Plank Awarded 2025 Imminent Research Grant for Work on Language Data

Barbara Plank’s MaiNLP lab wins 2025 Imminent Research Grant for a project on language data with Peng and de Marneffe.

Link to Eyke Hüllermeier to Lead New DFG-Funded Research Training Group METEOR

22.07.2025

Eyke Hüllermeier to Lead New DFG-Funded Research Training Group METEOR

MCML PI Eyke Hüllermeier to lead new DFG-funded RTG METEOR, uniting ML and control theory to build robust, explainable AI systems.

Link to Outstanding Paper Award at ICML 2025 for MCML Researchers

18.07.2025

Outstanding Paper Award at ICML 2025 for MCML Researchers

MCML researchers win ICML 2025 Outstanding Paper Award for work on prediction and identifying the worst-off.