Jianyuan Liang

21 papers Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Extraction of geoprocessing modeling knowledge from crowdsourced Google Earth Engine scripts by coordinating large and small language models.
Int. J. Geogr. Inf. Sci.
Anqi Zhao, Zhipeng Gui, Jianyuan Liang, Yuhang Liu, Dehua Peng, Wenzhang Wei, Shuyang Hou, Huayi Wu
2026 J jnl
GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models.
Geo spatial Inf. Sci.
Shuyang Hou, Jianyuan Liang, Anqi Zhao, Huayi Wu
2026 J jnl
GeoCogent: an LLM-based agent for geospatial code generation.
Int. J. Geogr. Inf. Sci.
Shuyang Hou, Haoyue Jiao, Jianyuan Liang, Zhangxiao Shen, Anqi Zhao, Huayi Wu
2025 J jnl
AutoGEEval++: A Multi-Level and Multi-Geospatial-Modality Automated Evaluation Framework for Large Language Models in Geospatial Code Generation on Google Earth Engine.
CoRR
Shuyang Hou, Zhangxiao Shen, Huayi Wu, Haoyue Jiao, Ziqi Liu, Lutong Xie, Chang Liu, Jianyuan Liang, Yaxian Qing, Xiaopu Zhang, Dehua Peng, Zhipeng Gui, Xuefeng Guan
2025 J jnl
AutoGEEval: A Multimodal and Automated Evaluation Framework for Geospatial Code Generation on GEE with Large Language Models.
ISPRS Int. J. Geo Inf.
Huayi Wu, Zhangxiao Shen, Shuyang Hou, Jianyuan Liang, Haoyue Jiao, Yaxian Qing, Xiaopu Zhang, Xu Li, Zhipeng Gui, Xuefeng Guan, Longgang Xiang
2025 J jnl
AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models.
CoRR
Shuyang Hou, Zhangxiao Shen, Huayi Wu, Jianyuan Liang, Haoyue Jiao, Yaxian Qing, Xiaopu Zhang, Xu Li, Zhipeng Gui, Xuefeng Guan, Longgang Xiang
2025 J jnl
Chain-of-programming (CoP): empowering large language models for geospatial code generation task.
Int. J. Digit. Earth
Shuyang Hou, Haoyue Jiao, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Xiaopu Zhang, Jianxun Wang, Huayi Wu
2025 J jnl
Design and application of a semantic-driven geospatial modeling knowledge graph based on large language models.
Geo spatial Inf. Sci.
Jianyuan Liang, Shuyang Hou, Anqi Zhao, Qingyang Xu, Longgang Xiang, Rui Li, Huayi Wu
2025 J jnl
Geo-FuB: A method for constructing an Operator-Function knowledge base for geospatial code generation with large language models.
Knowl. Based Syst.
Shuyang Hou, Anqi Zhao, Jianyuan Liang, Zhangxiao Shen, Huayi Wu
2025 J jnl
GeoCode-GPT: A large language model for geospatial code generation.
Int. J. Appl. Earth Obs. Geoinformation
Shuyang Hou, Zhangxiao Shen, Anqi Zhao, Jianyuan Liang, Zhipeng Gui, Xuefeng Guan, Rui Li, Huayi Wu
2025 J jnl
GeoColab: an LLM-based multi-agent collaborative framework for geospatial code generation.
Int. J. Digit. Earth
Huayi Wu, Haoyue Jiao, Shuyang Hou, Jianyuan Liang, Zhangxiao Shen, Anqi Zhao, Yaxian Qing, Fengying Jin, Xuefeng Guan, Zhipeng Gui
2025 J jnl
GeoGraphRAG: A graph-based retrieval-augmented generation approach for empowering large language models in automated geospatial modeling.
Int. J. Appl. Earth Obs. Geoinformation
Jianyuan Liang, Shuyang Hou, Haoyue Jiao, Yaxian Qing, Anqi Zhao, Zhangxiao Shen, Longgang Xiang, Huayi Wu
2024 J jnl
A GPT-enhanced framework on knowledge extraction and reuse for geographic analysis models in Google Earth Engine.
Int. J. Digit. Earth
Jianyuan Liang, Anqi Zhao, Shuyang Hou, Fengying Jin, Huayi Wu
2024 J jnl
Can Large Language Models Generate Geospatial Code?
CoRR
Shuyang Hou, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Zhipeng Gui, Rui Li, Huayi Wu
2024 J jnl
Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation.
CoRR
Shuyang Hou, Haoyue Jiao, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Xiaopu Zhang, Jianxun Wang, Huayi Wu
2024 J jnl
GEE-OPs: An Operator Knowledge Base for Geospatial Code Generation on the Google Earth Engine Platform Powered by Large Language Models.
CoRR
Shuyang Hou, Jianyuan Liang, Anqi Zhao, Huayi Wu
2024 J jnl
Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language Models.
CoRR
Shuyang Hou, Anqi Zhao, Jianyuan Liang, Zhangxiao Shen, Huayi Wu
2024 J jnl
GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks.
CoRR
Shuyang Hou, Zhangxiao Shen, Anqi Zhao, Jianyuan Liang, Zhipeng Gui, Xuefeng Guan, Rui Li, Huayi Wu
2023 J jnl
WS4GEE: Enhancing geospatial web services and geoprocessing workflows by integrating the Google Earth Engine.
Environ. Model. Softw.
Jianyuan Liang, Fengying Jin, Xianyuan Zhang, Huayi Wu
2022 J jnl
An Augmented Geospatial Service Web Based on QoS Constraints and Geospatial Service Semantic Relationships.
ISPRS Int. J. Geo Inf.
Fengying Jin, Rui Li, Jianyuan Liang, Xianyuan Zhang, Huaqiao Xing, Zhipeng Gui, Huayi Wu
2020 J jnl
Modeling urban growth sustainability in the cloud by augmenting Google Earth Engine (GEE).
Comput. Environ. Urban Syst.
Jianyuan Liang, Yichun Xie, Zongyao Sha, Alicia Zhou