Zhuomin Chen
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
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Grand Slam
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Triple Crown
Venues
Top co-authors
Research topics
Keywords
graph neural network
(4)
distribution shift
(2)
information bottleneck
(2)
self-supervised learning
(2)
data augmentation
(1)
explainable ai
(1)
model interpretability
(1)
message passing
(1)
label prediction
(1)
decision boundary
(1)
model explanation
(1)
distributional shift
(1)
graph regression
(1)
graph information bottleneck
(1)
information leakage
(1)
time series data
(1)
faithfulness evaluation
(1)
model retraining
(1)
subgraph extraction
(1)
proxy graph
(1)
Papers
Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning
AAAI 2026
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
ICLR 2025
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
ICML 2024
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
NeurIPS 2024
TimeX++: Learning Time-Series Explanations with Information Bottleneck
ICML 2024
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
ICLR 2024