Our paper “DDTR: #Diffusion #Denoising #Trace #Recovery ” (co-authored by Maximilian Matyash, Avigdor Gal, and Arik Senderovich) was awarded the best paper award at the International Conference on Process Mining (#ICPM’2025), which took place in Montevideo, Uruguay (October 2025).
The paper uses a diffusion framework, typically supporting image reconstruction, to solve a problem of trace recovery, transforming a log of activities, where the exact activity is known only in stochastic terms, into a clear deterministic log that accurately report on real-world eventualities.
Check out the full paper here: