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Jinyu Hong

2 accepted papers

2024

Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)

AAAI 2024technical

In recent intelligent transportation applications, metro flow forecasting has received much attention from researchers. Most prior arts endeavor to explore spatial or temporal dependencies while ignoring the key characteristic patterns underlying historical flows, e.g., trend and periodicity. Althou…

Cited by 0SourcePDFScholar
2023

Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract)

AAAI 2023technical

Accurately predicting human mobility is a critical task in location-based recommendation. Most prior approaches focus on fusing multiple semantics trajectories to forecast the future movement of people, and fail to consider the distinct relations in underlying context of human mobility, resulting in…

Cited by 1SourcePDFScholar