Shuyang Hou

According to our database, Shuyang Hou authored at least 22 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Slum Detection and Density Mapping with AlphaEarth Foundations: A Representation Learning Evaluation Across 12 Global Cities.

Shuyang Hou, Ziqi Liu, Haoyue Jiao, Zhangyan Xu, Xiaopu Zhang, Lutong Xie, Yaxian Qing, Jianyuan Liang, Xuefeng Guan, Huayi Wu

CoRR, May, 2026

GeoCogent: an LLM-based agent for geospatial code generation.

Shuyang Hou, Haoyue Jiao, Jianyuan Liang, Zhangxiao Shen, Anqi Zhao, Huayi Wu

Int. J. Geogr. Inf. Sci., April, 2026

Extraction of geoprocessing modeling knowledge from crowdsourced Google Earth Engine scripts by coordinating large and small language models.

Anqi Zhao, Zhipeng Gui, Jianyuan Liang, Yuhang Liu, Dehua Peng, Wenzhang Wei, Shuyang Hou, Huayi Wu

Int. J. Geogr. Inf. Sci., March, 2026

GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models.

Shuyang Hou, Jianyuan Liang, Anqi Zhao, Huayi Wu

Geo spatial Inf. Sci., January, 2026

GeoSQL-Eval: first evaluation of LLMs on PostGIS-based NL2GeoSQL queries.

Shuyang Hou, Haoyue Jiao, Ziqi Liu, Lutong Xie, Guanyu Chen, Shaowen Wu, Xuefeng Guan, Huayi Wu

Expert Syst. Appl., 2026

SubTokenTest: A Practical Benchmark for Real-World Sub-token Understanding.

Shuyang Hou, Yi Hu, Muhan Zhang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Chain-of-programming (CoP): empowering large language models for geospatial code generation task.

Shuyang Hou, Haoyue Jiao, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Xiaopu Zhang, Jianxun Wang, Huayi Wu

Int. J. Digit. Earth, December, 2025

Design and application of a semantic-driven geospatial modeling knowledge graph based on large language models.

Jianyuan Liang, Shuyang Hou, Anqi Zhao, Qingyang Xu, Longgang Xiang, Rui Li, Huayi Wu

Geo spatial Inf. Sci., November, 2025

AutoGEEval++: A Multi-Level and Multi-Geospatial-Modality Automated Evaluation Framework for Large Language Models in Geospatial Code Generation on Google Earth Engine.

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

CoRR, June, 2025

AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models.

Shuyang Hou, Zhangxiao Shen, Huayi Wu, Jianyuan Liang, Haoyue Jiao, Yaxian Qing, Xiaopu Zhang, Xu Li, Zhipeng Gui, Xuefeng Guan, Longgang Xiang

CoRR, May, 2025

Geo-FuB: A method for constructing an Operator-Function knowledge base for geospatial code generation with large language models.

Shuyang Hou, Anqi Zhao, Jianyuan Liang, Zhangxiao Shen, Huayi Wu

Knowl. Based Syst., 2025

AutoGEEval: A Multimodal and Automated Evaluation Framework for Geospatial Code Generation on GEE with Large Language Models.

Huayi Wu, Zhangxiao Shen, Shuyang Hou, Jianyuan Liang, Haoyue Jiao, Yaxian Qing, Xiaopu Zhang, Xu Li, Zhipeng Gui, Xuefeng Guan, Longgang Xiang

ISPRS Int. J. Geo Inf., 2025

GeoJSEval: An Automated Evaluation Framework for Large Language Models on JavaScript-Based Geospatial Computation and Visualization Code Generation.

Guanyu Chen, Haoyue Jiao, Shuyang Hou, Ziqi Liu, Lutong Xie, Shaowen Wu, Huayi Wu, Xuefeng Guan, Zhipeng Gui

ISPRS Int. J. Geo Inf., 2025

GeoColab: an LLM-based multi-agent collaborative framework for geospatial code generation.

Huayi Wu, Haoyue Jiao, Shuyang Hou, Jianyuan Liang, Zhangxiao Shen, Anqi Zhao, Yaxian Qing, Fengying Jin, Xuefeng Guan, Zhipeng Gui

Int. J. Digit. Earth, 2025

Decoding cell fate: integrated experimental and computational analysis at the single-cell level.

Yutong Zhou, Shuyang Hou, Xinhao Miao, Guangxin Zhang, Zining Li, Di Zhang, Yongjie Lin, Yihan Lin

Bioinform., 2025

GeoGraphRAG: A graph-based retrieval-augmented generation approach for empowering large language models in automated geospatial modeling.

Jianyuan Liang, Shuyang Hou, Haoyue Jiao, Yaxian Qing, Anqi Zhao, Zhangxiao Shen, Longgang Xiang, Huayi Wu

Int. J. Appl. Earth Obs. Geoinformation, 2025

GeoCode-GPT: A large language model for geospatial code generation.

Shuyang Hou, Zhangxiao Shen, Anqi Zhao, Jianyuan Liang, Zhipeng Gui, Xuefeng Guan, Rui Li, Huayi Wu

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

A GPT-enhanced framework on knowledge extraction and reuse for geographic analysis models in Google Earth Engine.

Jianyuan Liang, Anqi Zhao, Shuyang Hou, Fengying Jin, Huayi Wu

Int. J. Digit. Earth, December, 2024

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation.

Shuyang Hou, Haoyue Jiao, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Xiaopu Zhang, Jianxun Wang, Huayi Wu

CoRR, 2024

Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language Models.

Shuyang Hou, Anqi Zhao, Jianyuan Liang, Zhangxiao Shen, Huayi Wu

CoRR, 2024

GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks.

Shuyang Hou, Zhangxiao Shen, Anqi Zhao, Jianyuan Liang, Zhipeng Gui, Xuefeng Guan, Rui Li, Huayi Wu

CoRR, 2024

Can Large Language Models Generate Geospatial Code?

Shuyang Hou, Zhangxiao Shen, Jianyuan Liang, Anqi Zhao, Zhipeng Gui, Rui Li, Huayi Wu

CoRR, 2024