The paper "Towards Practical Multi-label Causal Discovery in High-Dimensional Event Sequences via One-Shot Graph Aggregation" by Hugo Math and Rainer Lienhart has been accepted at the "SPIGM: Structural Probabilistic Inference and Generative Modeling" workshop. The workshop will take place in December 2025 as part of NeuRIPS 2025 in San Diego. The paper introduces CARGO, a scalable multi-label causal discovery framework to perform interpretable decision making in high-dimensional event sequences using  structural fusion of one-shot graphs.