Xiaotian Ren

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Active since

2021

Affiliations

Xi’an Jiaotong-Liverpool University(Current)

Xiaotian Ren is an author at Xi’an Jiaotong-Liverpool University specializing in portfolio management, investment, and deep learning for time series forecasting.

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Publications per year

2021–2025

Publications

The Use of Features to Enhance the Capability of Deep Reinforcement Learning for Investment Portfolio Management

Xiaotian Ren, Zhengyong Jiang, Jionglong Su · 2021 · 19 citations

Business, Finance, Financial Management +17

Time series is not enough: Financial Transformer Reinforcement Learning for portfolio management

Xiaotian Ren, Ruoyu Sun, Zhengyong Jiang et al. · Neurocomputing · 2025 · 11 citations

Business, Finance, Financial Management +12

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