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Yanan Niu

2 accepted papers

2026

Large-Scale Notification Dispatch with Bundle Treatments and Multi-Outcome Uplift Optimization

ICML 2026poster

Notification dispatch plays a critical role in large-scale user engagement, involving complex trade-offs across notification timing, presentation style, multiple outcomes, and constraints. In this paper, we formulate it as a constrained optimization over bundle treatments that jointly specify timing…

Cited by 0SourceScholar
2025

RecFlow: An Industrial Full Flow Recommendation Dataset

ICLR 2025poster

Industrial recommendation systems (RS) rely on the multi-stage pipeline to balance effectiveness and efficiency when delivering items from a vast corpus to users. Existing RS benchmark datasets primarily focus on the exposure space, where novel RS algorithms are trained and evaluated. However, when…