Qianheng Zhang

According to our database, Qianheng Zhang authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation.

Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun

Trans. GIS, 2025

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.

Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, Vishal Dey, Mingyi Xue, Frazier N. Baker, Benjamin Burns, Daniel Adu-Ampratwum, Xuhui Huang, Xia Ning, Song Gao, Yu Su, Huan Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

The Design of an Embodied Intelligence Interaction System for the Blind or Low Vision Population Based on Large Multimodal Models.

Qianheng Zhang, Yiling Zhou

Proceedings of the HCI International 2025 Posters, 2025

Scalable Inter-County Food Flow Prediction Using Graph Neural Networks.

Qianheng Zhang, Dev Paul, Michelle Miller, Alfonso Morales, Song Gao

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

GeoAI for Driving Risk Assessment via Vision-Language Models: A Knowledge Guided RAG System and Dual Evaluation.

Chen Wei, Yiwei Zhang, Xi Guan, Qianheng Zhang, Yanbing Chen, Yuhan Ji, Yibo Zhao, Maoping Wang, Ying Nie, Hanchen Zhuang, Song Gao

Proceedings of the 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2025

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.

Yifei Li, Hanane Nour Moussa, Ziru Chen, Shijie Chen, Botao Yu, Mingyi Xue, Benjamin Burns, Tzu-Yao Chiu, Vishal Dey, Zitong Lu, Chen Wei, Qianheng Zhang, Tianyu Zhang, Song Gao, Xuhui Huang, Xia Ning, Nesreen K. Ahmed, Ali Payani, Huan Sun

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Automating Geospatial Analysis Workflows Using ChatGPT-4.

Qianheng Zhang, Song Gao

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

The Ethics of AI-Generated Maps: A Study of DALLE 2 and Implications for Cartography.

Yuhao Kang, Qianheng Zhang, Robert E. Roth

CoRR, 2023

The Ethics of AI-Generated Maps: DALL·E 2 and AI's Implications for Cartography (Short Paper).

Qianheng Zhang, Yuhao Kang, Robert E. Roth

Proceedings of the 12th International Conference on Geographic Information Science, 2023

FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.

Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023