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ORCIDQianheng Zhang
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2020 – today
- 2025
[j1]Qianheng Zhang
, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun:
GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation. Trans. GIS 29(7) (2025)- [c8]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:
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists. EMNLP 2025: 30396-30418 - [c7]Chen Wei, Yiwei Zhang, Xi Guan, Qianheng Zhang, Yanbing Chen, Yuhan Ji, Yibo Zhao, Maoping Wang, Ying Nie, Hanchen Zhuang, Song Gao:
GeoAI for Driving Risk Assessment via Vision-Language Models: A Knowledge Guided RAG System and Dual Evaluation. GeoAI@SIGSPATIAL 2025: 161-173 - [c6]Qianheng Zhang, Dev Paul, Michelle Miller, Alfonso Morales, Song Gao:
Scalable Inter-County Food Flow Prediction Using Graph Neural Networks. SIGSPATIAL/GIS 2025: 985-994 - [c5]Qianheng Zhang, Yiling Zhou:
The Design of an Embodied Intelligence Interaction System for the Blind or Low Vision Population Based on Large Multimodal Models. HCI (62) 2025: 245-255 - [c4]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:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. ICLR 2025 - [i5]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:
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists. CoRR abs/2506.08140 (2025) - [i4]Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun:
GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation. CoRR abs/2509.05881 (2025) - 2024
- [c3]Qianheng Zhang, Song Gao:
Automating Geospatial Analysis Workflows Using ChatGPT-4. SIGSPATIAL/GIS 2024: 715-716 - [i3]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:
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. CoRR abs/2410.05080 (2024) - 2023
- [c2]Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber:
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. GeoAI@SIGSPATIAL 2023: 63-72 - [c1]Qianheng Zhang, Yuhao Kang, Robert E. Roth:
The Ethics of AI-Generated Maps: DALL·E 2 and AI's Implications for Cartography (Short Paper). GIScience 2023: 93:1-93:6 - [i2]Yuhao Kang, Qianheng Zhang, Robert E. Roth:
The Ethics of AI-Generated Maps: A Study of DALLE 2 and Implications for Cartography. CoRR abs/2304.10743 (2023) - [i1]Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber:
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. CoRR abs/2310.13248 (2023)
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