1.A novel deep reinforcement learning framework with BiLSTM-Attention networks for algorithmic trading

Huang, YL, Wan, XX,     More...

Huang, YL, Wan, XX, Zhang, L, Lu, XP     Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2024, Volume 240,

收錄情况： WOS SCOPUS

WOS核心合集引用: 36  2025影響因子:  9.4  发表年影響因子:  7.5 

2.A multi-agent reinforcement learning framework for optimizing financial trading strategies based on TimesNet

Huang, YL, Zhou, CJ,     More...

Huang, YL, Zhou, CJ, Cui, K, Lu, XP     Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2024, Volume 237,

收錄情况： WOS SCOPUS

WOS核心合集引用: 60  2025影響因子:  9.4  发表年影響因子:  7.5 

3.Improving algorithmic trading consistency via human alignment and imitation learning

Huang, Yuling, Zhou,     More...

Huang, Yuling, Zhou, Chujin, Cui, Kai, Lu, Xiaoping     Less

Expert Systems with Applications[0957-4174], Published 2024, Volume 253,

收錄情况： WOS SCOPUS

WOS核心合集引用: 8  2025影響因子:  9.4  发表年影響因子:  7.5 

4.Enhancing trading strategies by combining incremental reinforcement and self

Zhou, CJ, Huang, YL,     More...

Zhou, CJ, Huang, YL, Kong, YT, Lu, XP     Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2025, Volume 289,

收錄情况： WOS SCOPUS

WOS核心合集引用: 3  2025影響因子:  9.4  发表年影響因子:  9.4 

5.A wavelet-enhanced dual-branch LipFormer with Hybrid-GRPO for robust algorithmic trading

Luo, Y, Huang, YL, L     More...

Luo, Y, Huang, YL, Lu, XP     Less

EXPERT SYSTEMS WITH APPLICATIONS[0957-4174], Published 2026, Volume 331,

收錄情况： WOS SCOPUS

WOS核心合集引用: 0  2025影響因子:  9.4