Accelerating Unified Multimodal Models with Core-Expansion Routing and Unified Computation Scheduling

Unified multimodal models jointly support understanding and generation, but incur substantial redundant computation across tokens, layers, and generation timesteps. Through token-importance probing, we identify an asymmetric core-expansion structure: understanding exhibits a stable importance compon