Jielong Yang
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
graph neural network
(3)
node classification
(3)
message passing
(1)
feature aggregation
(1)
over-smoothing mitigation
(1)
separation coefficient
(1)
graph structure adjustment
(1)
label non-uniformity
(1)
softmax distribution
(1)
wasserstein distance
(1)
feature centroid simplex
(1)
geometric analysis
(1)
Papers
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment
IJCAI 2025
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
ICLR 2025
Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks
ICML 2023