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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Heterogeneous graph trans" (30 stories)

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Knowledge graph-enhanced heterogeneous graph neural network for scientific talent innovation potential identification
Lead StoryNaturegeneral
Jun 1

Knowledge graph-enhanced heterogeneous graph neural network for scientific talent innovation potential identification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA4S1dmNjMwM3o4QlJtZGt3cnVwX2NqN2RZZFBZMDA0OHJTRE9Ubjg2d2RtZWRxM3RyVThTdWNFVGx3LUJzZ09lRERsMTZnLTNnUWZNN3c5VGROR3hIVmlr?oc=5" target="_blank">Knowledge graph-enhanced heterogeneous graph neural network for scientific talent innovation potential identification</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Heterogeneous graph trans"

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29 stories displayed
Enhancing graph transformer encoding with graph heterogeneous memory for improved recommendation performance
Naturegeneral

Enhancing graph transformer encoding with graph heterogeneous memory for improved recommendation performance

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBENFhvTzMwaUFQdWQ4dFI4cVBPeHYtbm9NQ29fSm5NUnBtV0VrdDFoaGdPY05QVy1xX1FPVE5EUGp4WjNhVkZTTVNZeTR5SmxGbG5rRnZ1eTdyRUhGdDBJ?oc=5" target="_blank">Enhancing graph transformer encoding with graph heterogeneous memory for improved recommendation performance</a>  <font color="#6f6f6f">Nature</font>

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Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs
The Association for the Advancement of Artificial Intelligencegeneral

Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1kQTZyRjRDU0VsUHhxd2dQS19oTkF1WkIySGFUd2lLQU5FcVJIeUNzbWFweDF2aFJnV1ZiNjM1emhtdU5ad2otaWVuaXZsN3hocDd1YVpOR3R6bVdhNTVQTEoxNng?oc=5" target="_blank">Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Hierarchical semantic extraction and heterogeneous graph neural networks for event-driven time series forecasting
Naturegeneral

Hierarchical semantic extraction and heterogeneous graph neural networks for event-driven time series forecasting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1iekdlTVNQY2gwNkhIOGxOSTJKYTE5aUR6Um9uSVpuNlh4VU55WVM1SHRyTGhDVmZzakZ5UHdIaVpkblpudmZpbUc2NEVVU0YtRkFGMzg4QWNTYWQtQW5R?oc=5" target="_blank">Hierarchical semantic extraction and heterogeneous graph neural networks for event-driven time series forecasting</a>  <font color="#6f6f6f">Nature</font>

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Heterogeneous graph transformer and diffusion model for disease diagnosis
Naturegeneral

Heterogeneous graph transformer and diffusion model for disease diagnosis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE45RDdUd013OHhWdTRyLUg5MFZXN2JhY3VGOWtndXY3Z3VfMjVodWhXT2FyS3ZkTHFWd3dWdTlCcUtUTWhXaTE2NjVvd0ZSdG81SC1uRHBjOFJjemhnUGx3?oc=5" target="_blank">Heterogeneous graph transformer and diffusion model for disease diagnosis</a>  <font color="#6f6f6f">Nature</font>

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A perturbation-recovery generative autoencoder for heterogeneous graphs with attributes missing
Naturegeneral

A perturbation-recovery generative autoencoder for heterogeneous graphs with attributes missing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15RGVfOWlvSURaWGhlQW5lRGU1a2syZERaUXdoOWZ5YTBUUTV5UWdkYzhyZXEwS0lnaUlraXBaUWxldlZScTVDZ2djbmc5SXF6ODc5U0N2Uy0wU0VxbHhZ?oc=5" target="_blank">A perturbation-recovery generative autoencoder for heterogeneous graphs with attributes missing</a>  <font color="#6f6f6f">Nature</font>

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Heterogeneous graph neural networks reveal molecular mechanisms of folate deficiency in placental insufficiency through multiomics integration | Scientific Reports
Naturegeneral

Heterogeneous graph neural networks reveal molecular mechanisms of folate deficiency in placental insufficiency through multiomics integration | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBRTV9vMlJFc3NvTlJ3OXRfbUN3N2Zlb3dLVVI3Q1NxMnA2eDEyeHp5aEVsbFN4VGhJVmpVdldKVXFWXzRLSGE0Nl9mdWFFMmZUYTdjck9BQ3NYUGpBaXhv?oc=5" target="_blank">Heterogeneous graph neural networks reveal molecular mechanisms of folate deficiency in placental insufficiency through multiomics integration | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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A V2X communication resource allocation method based on graph neural networks and deep reinforcement learning
Natureworld

A V2X communication resource allocation method based on graph neural networks and deep reinforcement learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE96NGlla1FGTndPeURFejctenVORmxUMzNucC1DUzlqSUtseUtzZVJCdUprQndjSGtBYkVINHA2cDJPNXlOcldweW4wQmdMSkRVX1I0MGotZHB1VUdtNFVF?oc=5" target="_blank">A V2X communication resource allocation method based on graph neural networks and deep reinforcement learning</a>  <font color="#6f6f6f">Nature</font>

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Adaptive graph-evolutionary framework for dynamic feature refinement in multi-label learning
Naturegeneral

Adaptive graph-evolutionary framework for dynamic feature refinement in multi-label learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5qemRfZF9lR2dHekVXRW5mc1JLTVYtcVpQbTIzVmprajEtS2N6dzFDU0RmMEI1YVdqcmtkWVNlX1Y0RjZyemRNNnZOSmVtTkNvc0pjYWdJUkxtSkpLV2Vr?oc=5" target="_blank">Adaptive graph-evolutionary framework for dynamic feature refinement in multi-label learning</a>  <font color="#6f6f6f">Nature</font>

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Map-free vehicle trajectory prediction method based on heterogeneous graphs and dynamic scene constraints
Naturetech

Map-free vehicle trajectory prediction method based on heterogeneous graphs and dynamic scene constraints

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBFTFdoSWtZdnQ2cy1WR01pSEJFUEt6azZIV3FNVFRndFNaWUFRd0t1NC1yUmxraThaazFGQTd5YU8wa29xbFp1QVJxWDFITXNNRm5GT0pqRDIwZ0dpZUxB?oc=5" target="_blank">Map-free vehicle trajectory prediction method based on heterogeneous graphs and dynamic scene constraints</a>  <font color="#6f6f6f">Nature</font>

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Cross-language hotel review sentiment analysis via multi-agent federated learning with heterogeneous graph attention networks
Naturemarkets

Cross-language hotel review sentiment analysis via multi-agent federated learning with heterogeneous graph attention networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5JclJqN0JFa2pzMF9QWmQyZkNPY0E2cE9vNUtHZFF4ZndOZk51ZU9rN3h2TjJIVjVPM2pzSTNlQVNVQXVmaWVzeHU3aFF4NHc0MHdoR1lLZ1ZYUi1EYUJR?oc=5" target="_blank">Cross-language hotel review sentiment analysis via multi-agent federated learning with heterogeneous graph attention networks</a>  <font color="#6f6f6f">Nature</font>

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Information flow optimization for adaptive neighbor selection graph embedding
Naturepolitics

Information flow optimization for adaptive neighbor selection graph embedding

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42WTRaNzFZeFVUX3l6U2RlOG5BaXFPaDh2UFJyQ2FuTnViZ3BmZ09xSTBMSXpKQmhPYnpGU25zZ25zdlZ1ZlZWeklCdUItRTNrS0VmRUhkd0ZqbFZjbURR?oc=5" target="_blank">Information flow optimization for adaptive neighbor selection graph embedding</a>  <font color="#6f6f6f">Nature</font>

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An adaptive semantic retrieval framework for digital libraries integrating graph neural networks, ontology, and user behavior
Naturegeneral

An adaptive semantic retrieval framework for digital libraries integrating graph neural networks, ontology, and user behavior

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1acjlnek5FSlAzUlptbHdibHZiWlJIRzhKeUF4NG4wTmczSUpOdDlwT2prNmNmenpCbEdqMXJLV2I0QURyUHliTHBtNGlxTXhxRmpUMkNoVERFZWIwVUhV?oc=5" target="_blank">An adaptive semantic retrieval framework for digital libraries integrating graph neural networks, ontology, and user behavior</a>  <font color="#6f6f6f">Nature</font>

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Fraud detection and explanation in medical claims using GNN architectures
Naturetech

Fraud detection and explanation in medical claims using GNN architectures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1kbUVOdVd4bVItYm5oTFdDYnJndnhHUVlYLWtwVkFqUGVnRWFrTjJWRW15cnpydWRKaU8xY1JXaXVxR2ZpWWpwNW5QcVdkZUZmRW9aZUZLVEJGR2hnSnVB?oc=5" target="_blank">Fraud detection and explanation in medical claims using GNN architectures</a>  <font color="#6f6f6f">Nature</font>

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A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation
Naturegeneral

A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ldUU0OFV1dVl5dXB3ZWJZM3M2c2RTWWpOdUs3SGF3R081SkxrTGtKN0tSSmVMcVl3Wkc1NzZMNk83bUtMQWpNZWJPdzlpUTBJa1lQcF9rX3FVTVp6SXk0?oc=5" target="_blank">A multi-task heterogeneous graph learning with cross-attention fusion for robust recommendation</a>  <font color="#6f6f6f">Nature</font>

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A multi-view contrastive learning for heterogeneous network embedding
Naturegeneral

A multi-view contrastive learning for heterogeneous network embedding

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9ERUdTeTZONGJkY2EyejN3dFI3SjRyV3Excl9YQmFMRm9pb2ZiS0dWc05WZ3ZobmlySmVkUnZ3UmYwUC1VbkY5dVZWb0FQUnlyYTA1dzk0dGh1dEREekc0?oc=5" target="_blank">A multi-view contrastive learning for heterogeneous network embedding</a>  <font color="#6f6f6f">Nature</font>

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CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability
Naturegeneral

CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0tOHI2ZkIwYlZGdEExWGZPTHpmLXREZEdRblB4azMzbVV6cGEwSDgzaUV5SWtEY1FDZ0dBT3RGUjd4OHhSTU1kc1MxdmdLaVFNTmF4Vmt5dXdlNmFMdWhN?oc=5" target="_blank">CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability</a>  <font color="#6f6f6f">Nature</font>

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Heterogeneous graph neural network-based prediction of immune-related adverse events
Natureworld

Heterogeneous graph neural network-based prediction of immune-related adverse events

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9aSGgtNWFJOTVDM28wZVFJeENNMkVGNm8yS1I5eXBxY1lPUW9PM2hZSGtPR2xlU2RJbUtLM1BJNTQyOF80RTc5S2NodFZ6Sjh5UWxocE9xQUlHTmozNHBF?oc=5" target="_blank">Heterogeneous graph neural network-based prediction of immune-related adverse events</a>  <font color="#6f6f6f">Nature</font>

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Graph attention-based heterogeneous multi-agent deep reinforcement learning for adaptive portfolio optimization
Naturegeneral

Graph attention-based heterogeneous multi-agent deep reinforcement learning for adaptive portfolio optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9naTFqQUdPUElTOGtOMk1LcVVFa2J6WlRlcVRNaXVNbEhINkl2SWhvZEpmLWd4c2xheDZsN3FjTEJxSmVpYlY1cXlSVVJfdTVMelpvbVRDbUNMOUMydl9J?oc=5" target="_blank">Graph attention-based heterogeneous multi-agent deep reinforcement learning for adaptive portfolio optimization</a>  <font color="#6f6f6f">Nature</font>

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Heterogeneous graph construction and HinSAGE learning from electronic medical records
Naturegeneral

Heterogeneous graph construction and HinSAGE learning from electronic medical records

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5RTlQ2U2JpMWZscFVZN0lBZGRWT3hmU3BEY1lHQzNSa08wakN0WHVjNEIyNlVFb1QteEFGWDIxUWlueEZMVVZmQ3NNa3hMOEN2T2hKQnpfbnBvTXpDNFJz?oc=5" target="_blank">Heterogeneous graph construction and HinSAGE learning from electronic medical records</a>  <font color="#6f6f6f">Nature</font>

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Fusing multiplex heterogeneous networks using graph attention-aware fusion networks | Scientific Reports
Naturegeneral

Fusing multiplex heterogeneous networks using graph attention-aware fusion networks | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1MUmRHcEI2WDF6SXEtWFVjcXVMM3FjSFhTX2NocjhqbmdQTXdpUTJGSm5qLTBTbFVla3p1Ml9LWTJHWjVvOFBrd3pKZEJjb3g0TlVyaW5MVmNia2pwaHhB?oc=5" target="_blank">Fusing multiplex heterogeneous networks using graph attention-aware fusion networks | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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A graph neural network recommendation algorithm based on multi-scale attention and contrastive learning
Naturegeneral

A graph neural network recommendation algorithm based on multi-scale attention and contrastive learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9fQXFaNzQ2NXBjX2tOS2xXU254ZlFfUk5MdnBSbk52VklMRWEyTHIwNXZpWElQcmtNNGJfazdTbEdieG9lZVMxR0FmTkJZSmd4aFZyUlF6UFJaOW1vdzRV?oc=5" target="_blank">A graph neural network recommendation algorithm based on multi-scale attention and contrastive learning</a>  <font color="#6f6f6f">Nature</font>

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Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning
The Association for the Advancement of Artificial Intelligencetech

Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTE9kVjZPclhIVTNMREZoaUpFRGdKXzRMbXAxa3VTQ1VRQVpGUUpsQW1fanNuVTc1LTNocl84aEpKeTFxT1Q3THM4cGpsMkNNdGtpSzhfRUNIZzRSbVdKVlVaMDk0aWdrZ1VUc0dxVA?oc=5" target="_blank">Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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An Integrative Heterogeneous Graph Neural Network–Based Method for Multi-Labeled Drug Repurposing
Frontiersgeneral

An Integrative Heterogeneous Graph Neural Network–Based Method for Multi-Labeled Drug Repurposing

<a href="https://news.google.com/rss/articles/CBMikwFBVV95cUxQbFJhaGNOcjVUR29obE15WE9YNjRrTzAySzBKN0pBUTdlc0ZTaDhBWDFqRW11TUNCdHlYejN6MEg1d3gzMTg2NUtuRUJLN0UwNXh5cXFkYi1CalowM1hCWmNjRV9wYzh1T2ZaZUlFOTViVEdTN3FSbEYxMng1OXUyTGNnOE9IZHJaQzEtZ191WGNuRmM?oc=5" target="_blank">An Integrative Heterogeneous Graph Neural Network–Based Method for Multi-Labeled Drug Repurposing</a>  <font color="#6f6f6f">Frontiers</font>

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A method for miRNA-disease association prediction using machine learning decoding of multi-layer heterogeneous graph Transformer encoded representations
Naturegeneral

A method for miRNA-disease association prediction using machine learning decoding of multi-layer heterogeneous graph Transformer encoded representations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9UaElQUzcwSnhmZ01Sd2NzNzFwODRRSnlWVlYzQVA4Z3JKNnQ0R1ZBRmpGb1hFS0VNVkNmVjdrN3pWaXVWc1VtVV84VDJjb0VobVdnb3ZldHZhS19wTWRr?oc=5" target="_blank">A method for miRNA-disease association prediction using machine learning decoding of multi-layer heterogeneous graph Transformer encoded representations</a>  <font color="#6f6f6f">Nature</font>

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Multimodal graph neural networks in healthcare: a review of fusion strategies across biomedical domains
Frontierstech

Multimodal graph neural networks in healthcare: a review of fusion strategies across biomedical domains

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxQbjluVEp0aG1yMncybzdxODVPcjIxS1JPV1JqMVBnVTZheENkejIxZGw0UklKamZOVUY1SjY0LUhmS05VR3d5cVYzTTd1OVBDVUs0VjBrVkxHSThYdkRmQ1dwdTNEWDdKUE1MNHJhRk52Q29zT2R4R3lJYmFLa29vMUZNSFNHNXVGNUpsNW5QZnhXMU1SMmE5cXU3NFRFc1JOQlE?oc=5" target="_blank">Multimodal graph neural networks in healthcare: a review of fusion strategies across biomedical domains</a>  <font color="#6f6f6f">Frontiers</font>

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Sentiment and stock price volatility: a multilayer heterogeneous graph network analysis of the new energy vehicle market
Naturemarkets

Sentiment and stock price volatility: a multilayer heterogeneous graph network analysis of the new energy vehicle market

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9XbVFfX1NWaDNiXzRqWkhEeHZOeE03UE9Fa2JrOWtabk5zcXg0Q1hxVTB5SnFoNkloZ3NWZ19QYjNtd21JVFd1SWVDSl95RWRfT3ZUUk03cTFNX3ZST0dn?oc=5" target="_blank">Sentiment and stock price volatility: a multilayer heterogeneous graph network analysis of the new energy vehicle market</a>  <font color="#6f6f6f">Nature</font>

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HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network
The Association for the Advancement of Artificial Intelligencegeneral

HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBxX3Jkd0hjbnM5aGNYR2pMWVRwYi1mMlZvZWU0MVJ4NjhSc09aQ1BvS3o3QkQtRVRWV0dDQ2ptRHZWQ2dBTm1kMmpNTW8teVRxVTkxY1R3YVMxeV9FMldUdmNiZnU?oc=5" target="_blank">HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Detecting illicit transactions in bitcoin: a wavelet-temporal graph transformer approach for anti-money laundering
Natureworld

Detecting illicit transactions in bitcoin: a wavelet-temporal graph transformer approach for anti-money laundering

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5oaE05ZnoxSUo4cllyeFFENXBxWlBWV3RCTVkxZEFvc0Z2VmhWcktLSk1yVmxJdmw5UU52RmRRMmVDM1I5Z3N4SXpyRnBtQW9LTlU3ZmVLdkhjc2Q0X0xZ?oc=5" target="_blank">Detecting illicit transactions in bitcoin: a wavelet-temporal graph transformer approach for anti-money laundering</a>  <font color="#6f6f6f">Nature</font>

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Graph neural network-based cell switching for energy optimization in ultra-dense heterogeneous networks
Naturegeneral

Graph neural network-based cell switching for energy optimization in ultra-dense heterogeneous networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE05ZWktVVVET2RqYTNRcG9fVTZpZjdRNFZ0Y1dFcmpYOFl5T0hnblJqU0ZXdS1HTG9hX3RmV0VWRlZEMkNSSHdxYWphejdGb0tvVWZXV0pyQ0FXTkVnaUtR?oc=5" target="_blank">Graph neural network-based cell switching for energy optimization in ultra-dense heterogeneous networks</a>  <font color="#6f6f6f">Nature</font>

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"Heterogeneous graph trans" — Live Google News Trends & Headlines