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cs.LG2025
Set-Valued Transformer Network for High-Emission Mobile Source Identification
Yunning Cao, Lihong Pei, Jian Guo +3
Identifying high-emission vehicles is a crucial step in regulating urban pollution levels and formulating traffic emission reduction strategies. However, in practical monitoring da…
cs.LG2025
Scale-Disentangled spatiotemporal Modeling for Long-term Traffic Emission Forecasting
Yan Wu, Lihong Pei, Yukai Han +3
Long-term traffic emission forecasting is crucial for the comprehensive management of urban air pollution. Traditional forecasting methods typically construct spatiotemporal graph…