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Mengzhuo Guo

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

SCHOLARLY PAPERS

3

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294

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Scholarly Papers (3)

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1.

Machine Learning Approaches to Identify Social Determinants of Frailty Among Middle-Aged and Older Adults in the USA, England, and China

Number of pages: 28 Posted: 11 Dec 2023
Yan Luo, Mengzhuo Guo and Qingpeng Zhang
City University of Hong Kong (CityU), Sichuan University and The University of Hong Kong
Downloads 186 (411,650)

Abstract:

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social determinants, frailty, machine learning, big data

2.

LLM as Agent: A Reinforcement Learning Framework for Interactive Voice Response Systems

Number of pages: 10 Posted: 04 Aug 2025
Zhe FU, Guoqing Song, Frank (Youhua) Chen and Mengzhuo Guo
City University of Hong Kong (CityU), Students, affiliation not provided to SSRN, City Univ. of Hong Kong - College of Business, Dept of Management Sciences and Sichuan University
Downloads 96 (715,072)

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3.

Deep Neural Newsvendor Optimization with Fractile Adjustment and LLM-Based Feature Discovery

Number of pages: 61 Posted: 22 Jun 2026
Zhe FU, Frank (Youhua) Chen, Mengzhuo Guo, Shaochong Lin and Jindou LUO
City University of Hong Kong (CityU), Students, City Univ. of Hong Kong - College of Business, Dept of Management Sciences, Sichuan University, The University of Hong Kong - Department of Data and Systems Engineering and City University of Hong Kong
Downloads 12

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data-driven newsvendor, LLM-based feature discovery, semantic-to-source mapping, fractile adjustment, conditional value-at-risk