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  "author": "Haoyang Yan",
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  "author": "Haoyang Yan",
            
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    "https://doi.org/10.48550/arXiv.2109.05225",
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    "https://doi.org/10.48550/arXiv.2109.05225",
            
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    "https://doi.org/10.48550/arXiv.2307.05517"
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  "doi": "10.57702/fkv1k5ei",
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  "doi": "10.57702/fkv1k5ei",
            
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  "doi_date_published": "2024-11-25",
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  "doi_date_published": "2024-11-25",
            
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    {
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    {
            
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      "extra_author": "Xiaolei Ma",
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      "extra_author": "Xiaolei Ma",
            
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      "title": "Highway Traffic Flow"
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      "title": "Highway Traffic Flow"
            
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      "name": "traffic-flow-forecasting",
            
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      "title": "Traffic Flow Forecasting"
            
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      "name": "traffic-forecasting",
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      "name": "traffic-forecasting",
            
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      "title": "Traffic Forecasting"
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      "title": "Traffic Forecasting"
            
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      "title": "Traffic Prediction"
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      "title": "Traffic Prediction"
            
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      "description": "",
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      "description": "",
            
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      "name": "traffic-speed",
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      "name": "traffic-speed",
            
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      "title": "Traffic Speed"
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      "title": "Traffic Speed"
            
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      "name": "traffic-speed-prediction",
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      "name": "traffic-speed-prediction",
            
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      "title": "Traffic Speed Prediction"
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      "title": "Traffic Speed Prediction"
            
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      "description": "",
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      "description": "",
            
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      "name": "urban-transportation",
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      "name": "urban-transportation",
            
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      "title": "Urban Transportation"
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      "title": "Urban Transportation"
            
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  "name": "metr-la",
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  "name": "metr-la",
            
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  "notes": "Urban traffic speed prediction aims to estimate the future 
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  "notes": "Urban traffic speed prediction aims to estimate the future 
            
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traffic speed for improving urban transportation services. The 
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traffic speed for improving urban transportation services. The 
            
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proposed framework is a generic wrapper-style solution to enhance the 
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proposed framework is a generic wrapper-style solution to enhance the 
            
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current GNN-based methods by integrating cross-scale topology-free 
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current GNN-based methods by integrating cross-scale topology-free 
            
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patterns.",
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patterns.",
            
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    {
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    {
            
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      "name": "traffic speed",
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      "name": "traffic speed",
            
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      "state": "active",
            
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      "vocabulary_id": null
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    },
            
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    {
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    {
            
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      "display_name": "traf\ufb01c speed",
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      "display_name": "traf\ufb01c speed",
            
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      "id": "90022b46-7a6f-4300-b222-5a41e035f50e",
            
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      "name": "traf\ufb01c speed",
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      "name": "traf\ufb01c speed",
            
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      "state": "active",
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      "state": "active",
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "urban transportation",
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      "display_name": "urban transportation",
            
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      "id": "cbf13ed1-a714-460b-b107-cf19e698225a",
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      "id": "cbf13ed1-a714-460b-b107-cf19e698225a",
            
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      "name": "urban transportation",
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      "state": "active",
            
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    }
            
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  ],
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  ],
            
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  "title": "METR-LA",
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  "title": "METR-LA",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": ""
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  "version": ""
            
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}
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}