1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
PhAME: Phenotype-Aware Molecular Editing via Latent Diffusion
Łukasz Janisiów, Sebastian Musiał, Bartosz Zieliński +2
Small-molecule drug discovery requires simultaneous optimization of numerous properties of candidate molecules. These properties can be investigated through the analysis of high-di…
cs.LG2025★ 1 cited
Fragment-Wise Interpretability in Graph Neural Networks via Molecule Decomposition and Contribution Analysis
Sebastian Musiał, Bartosz Zieliński, Tomasz Danel
Graph neural networks have demonstrated remarkable success in predicting molecular properties by leveraging the rich structural information encoded in molecular graphs. However, th…