Author

Jun Gao

2 papers indexed here

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Preprint Sep 2026

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...

Yu-Chen Wang, Feng-Nan Niu, Qing Tan et al. · 0 citations

#machine learning Review Sep 2026

CARE-VI: Conservative Adaptive Reliability Estimation for Value Improvement in Off-Policy Actor-Critic Learning

Conservative Adaptive Ranking and Screening, Selector-Evaluator Value Assessment, and Dynamic Adaptive Risk-aware Enhancement form CARE-VI, an evidence-regulated target construction framework that preserves the backbone interfaces for critic regression and actor updates.

Xian-Mao Zou, Sheng-Zhu Shi, Jun Gao et al. · 0 citations