Shandian Zhe

Universal Multi-Modal Traceformer: Integrating Heterogeneous Context for Process Event Prediction

Event logs arise in a wide range of real-world processes, capturing not only event activities and timestamps but also multi-modal contextual information. Existing event-sequence models, including many temporal point process approaches, primarily model event activities and timestamps while overlooking heterogeneous cont...