Rethinking User Encoders: Routing Diffusion States for Scenario-Adaptive User Representation

Junru Zhang, Jinyong Wen, Bin Dou +5

Existing large language model (LLM)-based user encoders serialize heterogeneous behavioral logs and compress them into static representations through autoregressive (AR) prediction…