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 001; Qianheng Zhang; Wei-Lun Chao; Yu Su 001; Michelle Miller 006; Alfonso Morales; Patrick R. Huber (GeoAI@SIGSPATIAL, 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 (GIScience, 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)

Automating Geospatial Analysis Workflows Using ChatGPT-4. - Qianheng Zhang; Song Gao 001 (SIGSPATIAL/GIS, 2024)

The Design of an Embodied Intelligence Interaction System for the Blind or Low Vision Population Based on Large Multimodal Models. - Qianheng Zhang; Yiling Zhou (HCI (62), 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 005; Zeyi Liao; Chen Wei; Zitong Lu; Vishal Dey; Mingyi Xue 001; et al. (ICLR, 2025)

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists. - Yifei Li 005; Hanane Nour Moussa; Ziru Chen; Shijie Chen; Botao Yu; Mingyi Xue 001; Benjamin Burns; Tzu-Yao Chiu; Vishal Dey; Zitong Lu; Chen Wei; Qianheng Zhang; et al. (CoRR, 2025)