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05/25/2023
TransWorldNG: Traffic Simulation via Foundation Model
Traffic simulation is a crucial tool for transportation decision-making ...
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05/24/2023
Building Transportation Foundation Model via Generative Graph Transformer
Efficient traffic management is crucial for maintaining urban mobility, ...
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05/21/2022
CEP3: Community Event Prediction with Neural Point Process on Graph
Many real world applications can be formulated as event forecasting on C...
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11/23/2020
APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding
Limited by the time complexity of querying k-hop neighbors in a graph da...
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02/22/2020
OCGNN: One-class Classification with Graph Neural Networks
Nowadays, graph-structured data are increasingly used to model complex s...
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03/03/2019