Qianheng Zhang

14 papers A* 2Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
EMNLP
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
2025 J jnl
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists.
CoRR
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
2025 — conf
GeoAI for Driving Risk Assessment via Vision-Language Models: A Knowledge Guided RAG System and Dual Evaluation.
GeoAI@SIGSPATIAL
Chen Wei, Yiwei Zhang, Xi Guan, Qianheng Zhang, Yanbing Chen, Yuhan Ji, Yibo Zhao, Maoping Wang, Ying Nie, Hanchen Zhuang, Song Gao
2025 J jnl
GeoAnalystBench : A GeoAI Benchmark for Assessing Large Language Models for Spatial Analysis Workflow and Code Generation.
Trans. GIS
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 J jnl
GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation.
CoRR
Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun
2025 — conf
Scalable Inter-County Food Flow Prediction Using Graph Neural Networks.
SIGSPATIAL/GIS
Qianheng Zhang, Dev Paul, Michelle Miller, Alfonso Morales, Song Gao
2025 A* conf
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
ICLR
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
2025 — conf
The Design of an Embodied Intelligence Interaction System for the Blind or Low Vision Population Based on Large Multimodal Models.
HCI (62)
Qianheng Zhang, Yiling Zhou
2024 — conf
Automating Geospatial Analysis Workflows Using ChatGPT-4.
SIGSPATIAL/GIS
Qianheng Zhang, Song Gao
2024 J jnl
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery.
CoRR
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
2023 — conf
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.
GeoAI@SIGSPATIAL
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
2023 J jnl
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.
CoRR
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
2023 J jnl
The Ethics of AI-Generated Maps: A Study of DALLE 2 and Implications for Cartography.
CoRR
Yuhao Kang, Qianheng Zhang, Robert E. Roth
2023 — conf
The Ethics of AI-Generated Maps: DALL·E 2 and AI's Implications for Cartography (Short Paper).
GIScience
Qianheng Zhang, Yuhao Kang, Robert E. Roth