Yang Liu

Novel volatility forecasting using deep learning–Long Short Term Memory Recurrent Neural Networks

Yang Liu · Expert Systems with Applications · 2019 · 204 citations

Forecasting Methodology, Volatility Modeling, Multivariate Stochastic Volatility +9

Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach

Yang Liu, Qi Liu, Hongke Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 131 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Stock Trend Prediction with Multi-granularity Data

Min Hou, Chang Xu, Yang Liu et al. · 2021 · 33 citations

Engineering, Machine Learning, Stock Trend Prediction +16

A Hybrid Method for Structural System Reliability-Based Design Optimization and its Application to Trusses

Yang Liu, Naiwei Lu, Xinfeng Yin · Quality and Reliability Engineering International · 2015 · 21 citations

System Reliabilities, Engineering, Mechanical Engineering +16

Failure analysis and structural optimization of rubber core and support rib of full-size spherical blowout preventer

Yang Liu, Liqin Qian, Chengyu Xia et al. · Engineering Failure Analysis · 2022 · 18 citations

Engineering, Mechanical Engineering, Failure Analysis +2