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Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection

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Published in:IEEE Access
Format: Online Article RSS Article
Published: 2026
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container_title IEEE Access
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discipline_display Computer Sciience
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publishDate 2026
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spellingShingle Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
Computer Sciience
General
Computer Sciience
sub_discipline_display General
sub_discipline_facet General
subject_display Computer Sciience
General
Computer Sciience
subject_facet Computer Sciience
General
Computer Sciience
title Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_alt Más allá de la agregación simple: Desacoplando aprendizaje de representación consciente de frecuencia y boosting de gradiente para detección de anomalías en grafos
Au-delà de l'agrégation simple : découplage de l'apprentissage de représentation sensible aux fréquences et du gradient boosting pour la détection d'anomalies dans les graphes
Além da Agregação Simples: Desacoplando Aprendizado de Representação Consciente de Frequência e Gradient Boosting para Detecção de Anomalias em Grafos
title_auth Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_es_txt Más allá de la agregación simple: Desacoplando aprendizaje de representación consciente de frecuencia y boosting de gradiente para detección de anomalías en grafos
title_fr_txt Au-delà de l'agrégation simple : découplage de l'apprentissage de représentation sensible aux fréquences et du gradient boosting pour la détection d'anomalies dans les graphes
title_full Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_fullStr Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_full_unstemmed Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_pt_txt Além da Agregação Simples: Desacoplando Aprendizado de Representação Consciente de Frequência e Gradient Boosting para Detecção de Anomalias em Grafos
title_short Beyond Simple Aggregation: Decoupling Frequency-Aware Representation Learning and Gradient Boosting for Graph Anomaly Detection
title_sort beyond simple aggregation: decoupling frequency-aware representation learning and gradient boosting for graph anomaly detection
topic Computer Sciience
General
Computer Sciience
url http://ieeexplore.ieee.org/document/11611899