Haojian Liang

Sponet: solve spatial optimization problem using deep reinforcement learning for urban spatial decision analysis

Haojian Liang, Shaohua Wang, Huilai Li et al. · International Journal of Digital Earth · 2023 · 39 citations · Full text

Planning, Spatial Planning, Urban Planning +16

ReCovNet: Reinforcement learning with covering information for solving maximal coverage billboards location problem

Yang Zhong, Shaohua Wang, Haojian Liang et al. · International Journal of Applied Earth Observation and Geoinformation · 2024 · 25 citations · Full text

Computing, Computer Science, Urban Planning +16

A Trade-Off Algorithm for Solving p-Center Problems with a Graph Convolutional Network

Haojian Liang, Shaohua Wang, Huilai Li et al. · ISPRS International Journal of Geo-Information · 2022 · 23 citations · Full text

Computing, Computer Science, Geoinformatics +16

BiGNN: Bipartite graph neural network with attention mechanism for solving multiple traveling salesman problems in urban logistics

Haojian Liang, Shaohua Wang, Huilai Li et al. · International Journal of Applied Earth Observation and Geoinformation · 2024 · 15 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Optimization of Shared Electric Scooter Deployment Stations Based on Distance Tolerance

Jianwei Yue, Yingqiu Long, Shaohua Wang et al. · ISPRS International Journal of Geo-Information · 2024 · 13 citations · Full text

Planning, Transportation Planning, Urban Planning +14