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05/24/2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification
Hierarchical text classification (HTC) is a challenging subtask of multi...
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05/08/2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning
In contrastive learning, the choice of “view” controls the information t...
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11/17/2022
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation
Previous top-performing methods for 3D instance segmentation often maint...
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06/26/2022
Structural Entropy Guided Graph Hierarchical Pooling
Following the success of convolution on non-Euclidean space, the corresp...
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06/06/2022
A Simple yet Effective Method for Graph Classification
In deep neural networks, better results can often be obtained by increas...
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10/05/2021
TENT: Text Classification Based on ENcoding Tree Learning
Text classification is a primary task in natural language processing (NL...
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09/05/2021
Structural Optimization Makes Graph Classification Simpler and Better
In deep neural networks, better results can often be obtained by increas...
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06/04/2021