一作SIGIR 2026Oral· Information Retrieval (Full)
Beyond Static Diffusion: Explicitly Modeling Temporal Patterns in Sequential Recommendation
Yao Wu · Chengyi Liu · Wenqi Fan · Rui Zhang
摘要
Sequential recommendation predicts the next items a user will interact with by modeling evolving preferences over time. Recent diffusion-based generative recommenders show promise in capturing complex dependencies, but they typically treat temporal context as an external conditioning signal rathe...