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04/23/2023
LogicRec: Recommendation with Users' Logical Requirements
Users may demand recommendations with highly personalized requirements i...
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02/01/2023
Knowledge Distillation on Graphs: A Survey
Graph Neural Networks (GNNs) have attracted tremendous attention by demo...
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05/29/2022
TAR: Neural Logical Reasoning across TBox and ABox
Many ontologies, i.e., Description Logic (DL) knowledge bases, have been...
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05/02/2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
Most real-world knowledge graphs (KG) are far from complete and comprehe...
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06/07/2021
Scientific Dataset Discovery via Topic-level Recommendation
Data intensive research requires the support of appropriate datasets. Ho...
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09/02/2020
Self-supervised Smoothing Graph Neural Networks
This paper studies learning node representations with GNNs for unsupervi...
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05/19/2020