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  "author": "Mandeep Rathee",
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  "author": "Mandeep Rathee",
            
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  "author_email": "",
            
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  "doi_date_published": "2025-01-03",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Zijian Zhang",
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      "extra_author": "Zijian Zhang",
            
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      "orcid": ""
            
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    },
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    {
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      "extra_author": "Thorben Funke",
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      "extra_author": "Thorben Funke",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    {
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    {
            
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      "extra_author": "Megha Khosla",
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      "extra_author": "Megha Khosla",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Avishek Anand",
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      "extra_author": "Avishek Anand",
            
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      "orcid": ""
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      "orcid": ""
            
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      "name": "graph-neural-networks",
            
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      "title": "Graph Neural Networks"
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      "title": "Graph Neural Networks"
            
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      "name": "interpretability",
            
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      "title": "Interpretability"
            
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  "name": 
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"learnt-sparsi-cation-for-interpretable-graph-neural-networks",
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  "notes": "Graph neural networks (GNNs) have achieved great success 
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  "notes": "Graph neural networks (GNNs) have achieved great success 
            
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on various tasks and fields that require relational modeling. GNNs 
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on various tasks and fields that require relational modeling. GNNs 
            
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aggregate node features using the graph structure as inductive biases 
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aggregate node features using the graph structure as inductive biases 
            
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resulting in flexible and powerful models. However, GNNs remain hard 
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resulting in flexible and powerful models. However, GNNs remain hard 
            
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to interpret as the interplay between node features and graph 
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to interpret as the interplay between node features and graph 
            
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structure is only implicitly learned.",
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structure is only implicitly learned.",
            
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      "display_name": "Graph Neural Networks",
            
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      "display_name": "Sparsi\ufb01cation",
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      "display_name": "Sparsi\ufb01cation",
            
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      "id": "81c43335-3958-4617-8569-ab38a71d5e31",
            
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  ],
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  ],
            
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  "title": "Learnt Sparsi\ufb01cation for Interpretable Graph Neural 
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  "title": "Learnt Sparsi\ufb01cation for Interpretable Graph Neural 
            
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Networks",
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Networks",
            
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  "version": ""
            
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}
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}