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Yi-Xuan Zhao

2 papers indexed here

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Preprint Aug 2026

Toward Equitable Low-Carbon Mobility: Fairness-Aware Demand Prediction for Expanding Bike-Sharing Systems

Bike-sharing systems are an important component of low-carbon urban mobility, but continued expansion creates challenges in both cold-start prediction and equitable resource allocation. Newly deployed stations lack historical ridership records, causing a mismatch between training and inference for graph-based models on...

Man Luo, Yi-Xuan Zhao · 0 citations
#machine learning Preprint Aug 2026

Learning to Transfer Across Modes: Towards Unified Urban Mobility Forecasting

TransMod constructs a shared zone-level spatial representation that aligns mobility systems with different spatial granularities into a common space, thereby reducing structural mismatch and distributional shift and provides robust forecasting performance under limited target data.

Yi-Xuan Zhao, Man Luo · 0 citations

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