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04/25/2023
VeML: An End-to-End Machine Learning Lifecycle for Large-scale and High-dimensional Data
An end-to-end machine learning (ML) lifecycle consists of many iterative...
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11/03/2022
INGREX: An Interactive Explanation Framework for Graph Neural Networks
Graph Neural Networks (GNNs) are widely used in many modern applications...
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10/20/2022
Toward Multiple Specialty Learners for Explaining GNNs via Online Knowledge Distillation
Graph Neural Networks (GNNs) have become increasingly ubiquitous in nume...
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08/05/2022
PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes
Graph Neural Networks (GNNs) are widely adopted in advanced AI systems d...
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10/09/2020