DeRes: Decoupling Residual Stability and Adaptivity for Scalable CTR Prediction

Wenzhuo Cheng, Shipeng Nie, Qixin Guo +3

Transformer-based CTR models face a growing bottleneck at the residual connection: under Pre-Norm, early user-interest signals are diluted layer by layer; the identity skip cannot…