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Yize Tan

2 accepted papers

2023

GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System

IJCAI 2023poster

Given the enormous number of users and items, industrial cascade recommendation systems (RS) are continuously expanded in size and complexity to deliver relevant items, such as news, services, and commodities, to the appropriate users. In a real-world scenario with hundreds of thousands requests per…

2022

Imbalance-Aware Uplift Modeling for Observational Data

AAAI 2022technical

Uplift modeling aims to model the incremental impact of a treatment on an individual outcome, which has attracted great interests of researchers and practitioners from different communities. Existing uplift modeling methods rely on either the data collected from randomized controlled trials (RCTs) o…

Cited by 6SourcePDFScholar