Haojian Liang - Publications, H-index & Citations

Haojian Liang

chinese academy of sciences

7H指数

31论文数

254被引数

收录论文 13

发表时间

Spatial Allocation of Veterinary Healthcare Facilities in Beijing Using Random Forest and Priority-Constrained Covering Optimisation 利用随机森林和优先级约束覆盖优化对北京兽医疗卫生设施的空间布局

ISPRS International Journal of Geo-Information

IF2.8

2026-09-12

OAAI

Boting Xi; Shaohua Wang; Siyu Zhao; Wenda Wang; Liang Long; Chang Liu; Jingyi Zhou; Haojian Liang

Spatial Allocation of Elderly Care Resources in High-Density Urban Areas Under the Guidance of Efficiency and Equity 在效率和公平引导下高密度城区养老服务资源的空间配置

ISPRS International Journal of Geo-Information

IF2.8

2026-09-01

OAAI

Siyu Zhao; Shaohua Wang; Haojian Liang; Jingyi Zhou; Hao Wang; Ning Zhang; Chang Liu; Hong Gao

Mastering the Twin–Game: Hierarchical Reinforcement Learning in a Digital Twin Sandbox for Adaptive Urban Healthcare Optimization—A Case Study of Wuhan 掌握双生游戏：数字孪生沙盒中分层强化学习在自适应城市医疗保健优化中的应用——以武汉为例

ISPRS International Journal of Geo-Information

IF2.8

2026-06-17

OAAI

Yuxuan Hu; Shaohua Wang; Haojian Liang

Advances in Spatial Optimization for Intelligent UAV Swarms: Methods, Coordination Mechanisms, and Decision Support 智能无人机群空间优化的进展：方法、协调机制与决策支持

Applied Sciences-Basel

IF2.5

2026-05-14

PREAI

Zhu, Yupeng; Zhou, Hui; Liang, Haojian; Chang, Ren

Optimization of urban service facility allocation for the SDGs: current status, innovations, and prospects 面向SDGs的城市服务设施配置优化：现状、创新与展望

Sustainable Cities and Society

IF12

2026-03-10

PREAI

Shaohua Wang; Jingyi Zhou; Haojian Liang; Liang Zhou; Zhenbo Wang; Siyu Zhao; Hao Wang

Multi-Size Facility Allocation Under Competition: A Model with Competitive Decay and Reinforcement Learning-Enhanced Genetic Algorithm 竞争环境下的多规模设施分配：一个具有竞争衰减和强化学习增强遗传算法的模型

ISPRS International Journal of Geo-Information 2025, Vol. 14, Page 347

IF0

2025-10-01

OAAI

Zixuan Zhao; Shaohua Wang; Cheng Su; Haojian Liang

Heterogeneity Analysis of Resident Demands and Public Service Facilities in Megacities of China from the Perspective of Urban Health Examination 中国超大城市居民需求与公共服务设施异质性分析——基于城市健康体检视角

international journal of accounting information systems

IF2.8

2025-04-30

OAAI

Zhang, Ning; Wang, Shaohua; Liang, Haojian; Huang, Zhuonan; Li, Xiao; Wang, Zhenbo

AIAM: Adaptive interactive attention model for solving p-Median problem via deep reinforcement learning AIAM：通过深度强化学习的自适应交互式注意力模型解决p-中位数问题

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-04-01

PREAI

Liang, Haojian; Li, Huilai; Pan, Jie; Li, Xiao; Su, Cheng; Liu, Bingzhi

Deephullnet: a deep learning approach for solving the convex hull and concave hull problems with transformer

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2024-05-28

OAAI

Liang, Haojian; Wang, Shaohua; Gao, Song; Li, Huilai; Su, Cheng; Lu, Hao; Zhang, Xueyan; Chen, Xi; Chen, Yinan

BiGNN: Bipartite graph neural network with attention mechanism for solving multiple traveling salesman problems in urban logistics BiGNN: 具有注意力机制的二部图神经网络，用于解决城市物流中的多个旅行商问题

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-05-01

OAAI

Liang, Haojian; Wang, Shaohua; Li, Huilai; Zhou, Liang; Zhang, Xueyan; Wang, Shaowen

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

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-04-01

OAAI

Zhong, Yang; Wang, Shaohua; Liang, Haojian; Wang, Zhenbo; Zhang, Xueyan; Chen, Xi; Su, Cheng

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

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2023-12-28

OAAI

Liang, Haojian; Wang, Shaohua; Li, Huilai; Zhou, Liang; Chen, Hechang; Zhang, Xueyan; Chen, Xu

An attention model with multiple decoders for solving p-Center problems

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2023-12-01

OAAI

Chen, Xu; Wang, Shaohua; Li, Huilai; Liang, Haojian; Li, Ziqiong; Lu, Hao

研究方向