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Yiqiao Li

2 papers indexed

openalexTransportation Research Interdisciplinary Perspectives2026-07-23

Satellite-based detection of heavy-duty trucks: distribution and health impacts in southern California

Shahir Masri, Yiqiao Li, Luyi Gui, Shupeng Zhu, Xiaohui Xie, Jun Wu

Heavy-duty trucks contribute to ambient noise, greenhouse gas emissions and hazardous air pollution, which often place disproportionate burdens on disadvantaged communities. In this study, we applied our newly developed satellite-based truck-counting method, which fuses satellite…

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crossrefMachine Learning and Knowledge Extraction2024-12-18Cited by 6

Reliable and Faithful Generative Explainers for Graph Neural Networks

Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Niusha Shafiabady, Fang Chen

Graph neural networks (GNNs) have been effectively implemented in a variety of real-world applications, although their underlying work mechanisms remain a mystery. To unveil this mystery and advocate for trustworthy decision-making, many GNN explainers have been proposed. However…

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