Preprint
Aug 2026
Tabular Foundation Models for Multi-View Information Cascade Popularity Prediction
TFM4POP is the first framework to introduce tabular foundation models (TFMs) into popularity prediction, leveraging their pre-trained tabular priors to unify the modeling of multiple heterogeneous information views and constructs a comprehensive multi-view cascade benchmark that covers all four information views.
Wenting Zhu, Chenghua Gong, Sanchuan Guo et al.
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