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Author

Gui-Hai Chen

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#small language model Open access Dec 2026

Multi-Faceted Learning to Rank With Content-Behavior Fusion for Satisfaction-Diverse Web Search

CBRank, a Content-and-Behavior fusion learning to Rank framework, unifying content-based and behavioral signals within a pre-trained language model (PLM) to solve the “satisfaction-diverse” challenge of web search.

Yu-Chen Li, Hao Zhang, Yong-Qi Zhang et al. · 0 citations
Book Open access Nov 2026

Decision-Focused Learning for Bidding Optimization in Online Advertising

In large-scale networked systems such as online marketplaces and advertising exchanges, real-time decision-making under dynamic environments is a fundamental challenge. A widely adopted paradigm is the predict-then-optimize workflow, where the prediction stage estimates key factors for decisions, and the optimization s...

Qi-Long Lin, Zhen-Zhe Zheng, Zi-Xiao Wang et al. · 0 citations
#edge computing Book Open access Nov 2026

Joint Incentive Contract and Assignment Design for Mobile Networked Platforms with Endogenous Supply

This work calibrates the tractable one-period objective using an auxiliary memoryless discounted surrogate, and yields an Equimarginal Principle requiring efficient platforms to equalize the marginal retention efficiency of assignment and contracting.

Yu-Mou Liu, Zhen-Zhe Zheng, Jiang Rong et al. · 0 citations

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