Publications

Chen, D.; Schulz, T.; Borgwardt, K.: Learning Long Range Dependencies on Graphs via Random Walks. 13th International Conference on Learning Representations (ICLR 2025) (2025)

Corvelo Benz, N.; Miranda, L.; Chen, D.; Sattler, J.; Borgwardt, K.: Detecting antimicrobial resistance through MALDI-TOF mass spectrometry with statistical guarantees using conformal prediction. 29th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2025) (2025)

Huber, L.; Kucera, T.; Hoellerer, S.; Borgwardt, K.; Panke, S.; Jeschek, M.: Data-driven Protease Engineering by DNA-Recording and Epistasis-aware Machine Learning. Nature Communications (accepted) (2025)

Pellizzoni, P.; Schulz, T.; Chen, D.; Borgwardt, K.: Graph Neural Networks Can (Often) Count Substructures. 13th International Conference on Learning Representations (ICLR 2025) (2025)