作者位次 #2/4SIGIR 2026Poster· Information Retrieval (Industry)
Next Interest Flow: A Generative Pre-training Paradigm for Recommender Systems by Modeling All-domain Movelines
Chen Gao · Zixin Zhao · Zerui Huang (Taobao & · Tmall Group of Alibaba)
摘要
Click-Through Rate (CTR) prediction has long been dominated by discriminative paradigms that optimize local decision boundaries within candidate-specific subspaces. However, these models often fail to capture the global joint distribution and the continuous structural evolution of user intent acr...