Hong Liu

Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning

Zizhen Zhang, Hong Liu, MengChu Zhou et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 155 citations

Artificial Intelligence, Engineering, Machine Learning +21

An improved feature-time Transformer encoder-Bi-LSTM for short-term forecasting of user-level integrated energy loads

Yan Qin, Zhiying Lu, Hong Liu et al. · Energy and Buildings · 2023 · 56 citations

Intelligent Forecasting, Forecasting Methodology, Electrical Engineering +9

A two-channel deep network based model for improving ultra-short-term prediction of wind power via utilizing multi-source data

Hong Liu, Luoxiao Yang, Bingying Zhang et al. · Energy · 2023 · 33 citations

Two-channel Deep Network, Engineering, Wind Power Generation +8

Development and trending of deep learning methods for wind power predictions

Hong Liu, Zijun Zhang · Artificial Intelligence Review · 2024 · 32 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +20

Short-term prediction of integrated energy load aggregation using a bi-directional simple recurrent unit network with feature-temporal attention mechanism ensemble learning model

Yan Qin, Zhiying Lu, Hong Liu et al. · Applied Energy · 2023 · 24 citations

Energy Consumption, Engineering, Data Science +13