Publications

You can also find my articles on my Google Scholar profile.

Papers

Flatten Graphs as Sequences: Transformers are Scalable Graph Generators
Dexiong Chen, Markus Krimmel, Karsten Borgwardt
Preprint, 2025
arXiv

Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling
Markus Krimmel, Jenna Wiens, Karsten Borgwardt, Dexiong Chen
Preprint, 2025
arXiv | Code

Attention Normalization Impacts Cardinality Generalization in Slot Attention
Markus Krimmel, Jan Achterhold, Jörg Stückler
Transactions on Machine Learning Research (TMLR), 2024
OpenReview | arXiv | Code

Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings
Isabelle Mohr, Markus Krimmel, Saba Sturua, Mohammad Kalim Akram, Andreas Koukounas, Michael Günther, ..., Han Xiao
Preprint, 2024
arXiv

Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning
Jan Achterhold, Markus Krimmel, Jörg Stückler
Conference on Robot Learning (CoRL), 2022
OpenReview | arXiv | Code