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20232025
most citedEnd-to-End Heterogeneous Graph Neural Networks for Traffic Assignment

2 citations · 3 across the 5 of their papers we have counts for

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cs.LG2025

Graph Neural Networks for Travel Distance Estimation and Route Recommendation Under Probabilistic Hazards

Tong Liu, Hadi Meidani

Estimating the shortest travel time and providing route recommendation between different locations in a city or region can quantitatively measure the conditions of the transportati…

cs.LG2025

Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks

Tong Liu, Hadi Meidani

Solving traffic assignment problem for large networks is computationally challenging when conventional optimization-based methods are used. In our research, we develop an innovativ…