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Fig 1.

LEIRN overall structural framework.

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Fig 2.

Architecture of the IRN2Vec Model.

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Fig 3.

Traffic Signal Classification Results Across the Three Cities.

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Fig 4.

Categorization Results of Pedestrian Crossings in Three Cities.

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Fig 5.

Comparative Results of Travel Time Prediction in Three Cities.

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