一作SIGIR 2026Oral· Information Retrieval (Full)
HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction
Yunwen Huang · Shiyong Hong · Xijun Xiao · Jinqiu Jin · Xuanyuan Luo · Zhe Wang · Zheng Chai · Shikang Wu · Yuchao Zheng · Jingjian Lin
摘要
Industrial large-scale recommendation models (LRMs) face the challenge of jointly modeling long-range user behavior sequences and heterogeneous non-sequential features under strict efficiency constraints. However, most existing architectures employ a decoupled pipeline: long sequences are first c...