Feng-Nan Niu

Task-Blind No MORE: Multi-Task Information Flow in Unified Ranking Backbones

Industrial ranking models for recommendation have scaled feature interaction and sequence modeling separately; recent architectures such as HyFormer and MixFormer unify both in a stackable backbone. Real-world recommender systems, however, nearly always require multi-task learning, yet existing unified architectures co...