作者位次 #8/13SIGIR 2026Poster· Information Retrieval (Industry)
CMSL: Constructive Multi-Sequence Learning for Recommendation Systems
Zikun Cui · Renzhi Wu · Junjie Yang · Li Sheng · Jijie Wei · Linfeng Liu · Tai Guo · Tao Jia · Xiaodong Wang · Hong Li · Li Yu · Sri Reddy · Hong Yan
摘要
Sequence learning has emerged as the promising paradigm in recommendation systems, surpassing traditional Deep Learning Recommendation Models (DLRM) by capturing the temporal nuances of user behavior. However, current state-of-the-art architectures operate under a limiting analogy: they treat use...