Fengchen Gu

According to our database, Fengchen Gu authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

MTS: A Deep Reinforcement Learning Portfolio Management Framework with Time-Awareness and Short-Selling.

Fengchen Gu, Zhengyong Jiang, Ángel F. García-Fernández, Angelos Stefanidis, Jionglong Su, Huakang Li

CoRR, March, 2025

MIGT: Memory Instance Gated Transformer Framework for Financial Portfolio Management.

Fengchen Gu, Angelos Stefanidis, Ángel F. García-Fernández, Jionglong Su, Huakang Li

CoRR, February, 2025

Memory Instance Gated Transformer Reinforcement Learning for Portfolio Management.

Fengchen Gu, Zhilu Zhang, Zhengyong Jiang, Ángel F. García-Fernández, Jionglong Su, Huakang Li

Proceedings of the IEEE International Conference on Big Data, 2025

Dynamic Knowledge Graph-Guided Deep Reinforcement Learning with Hierarchical Semantics Transformer for Portfolio Management.

Fengchen Gu, Zhilu Zhang, Zhengyong Jiang, Ángel F. García-Fernández, Jionglong Su, Huakang Li

Proceedings of the IEEE International Conference on Big Data, 2025

Mixture-of-Experts Liquid Financial Mamba Framework for Portfolio Management Based on Deep Reinforcement Learning.

Fengchen Gu, Huijia Wang, Zhengyong Jiang, Angel F. García-Fernández, Jionglong Su, Huakang Li

Proceedings of the IEEE International Conference on Big Data, 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