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02/16/2023
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews
Identification of fossil species is crucial to evolutionary studies. Rec...
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05/20/2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
Deep graph learning has achieved remarkable progresses in both business ...
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02/15/2022
Recent Advances in Reliable Deep Graph Learning: Adversarial Attack, Inherent Noise, and Distribution Shift
Deep graph learning (DGL) has achieved remarkable progress in both busin...
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05/30/2021
Robust Dynamic Network Embedding via Ensembles
Dynamic Network Embedding (DNE) has recently attracted considerable atte...
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08/05/2020
GloDyNE: Global Topology Preserving Dynamic Network Embedding
Learning low-dimensional topological representation of a network in dyna...
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07/27/2019
DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding
Learning topological representation of a network in dynamic environments...
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02/15/2019
Learning Topological Representation for Networks via Hierarchical Sampling
The topological information is essential for studying the relationship b...
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11/28/2018