latent-causal

Proposes Latent-Predictive Counterfactual Decoupling (LPCD) to address tactical out-of-distribution shifts in live streaming risk assessment by decoupling stable malicious intent from evolving narrative tactics at the latent level, achieving superior performance on large-scale industrial datasets.