Xiaotian Ren

According to our database, Xiaotian Ren authored at least 7 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

SAMP-HDRL: Segmented Allocation with Momentum-Adjusted Utility for Multi-agent Portfolio Management via Hierarchical Deep Reinforcement Learning.

Xiaotian Ren, Nuerxiati Abudurexiti, Zhengyong Jiang, Angelos Stefanidis, Hongbin Liu, Jionglong Su

CoRR, December, 2025

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

Xiaotian Ren, Ruoyu Sun, Zhengyong Jiang, Angelos Stefanidis, Hongbin Liu, Jionglong Su

Neurocomputing, 2025

2022

MDAEN: Multi-Dimensional Attention-based Ensemble Network in Deep Reinforcement Learning Framework for Portfolio Management.

Ruiyu Zhang, Xiaotian Ren, Fengchen Gu, Angelos Stefanidis, Ruoyu Sun, Jionglong Su

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2022

Ghost Expectation Point with Deep Reinforcement Learning in Financial Portfolio Management.

Xuting Yang, Ruoyu Sun, Xiaotian Ren, Angelos Stefanidis, Fengchen Gu, Jionglong Su

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2022

A Novel DenseNet-based Deep Reinforcement Framework for Portfolio Management.

Ruoyi Gao, Fengchen Gu, Ruoyu Sun, Angelos Stefanidis, Xiaotian Ren, Jionglong Su

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2022

2013

Blind joint information and spreading sequence estimation for short-code DS-SS signal in asynchronous and synchronous systems.

Xiaotian Ren, Hui Xu, Zhi-Tao Huang, Fenghua Wang, Xiang Wang

Signal Image Video Process., 2013

Approaches and applications of semi-blind signal extraction for communication signals based on constrained independent component analysis: The complex case.

Xiang Wang, Zhi-Tao Huang, Yiyu Zhou, Xiaotian Ren

Neurocomputing, 2013