Vincent Ginis
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Science
(1)
Social
(1)
Keywords
message passing
(1)
gradient descent
(1)
hyperparameter tuning
(1)
convolutional neural network
(1)
linear network
(1)
group fairness
(1)
inverse design
(1)
frequency analysis
(1)
algorithmic bia
(1)
citation network
(1)
fairness evaluation
(1)
citation bia
(1)
parametric knowledge
(1)
graph rewiring
(1)
scientific knowledge
(1)
citation pattern
(1)
matthew effect
(1)
knowledge dissemination
(1)
graph neural network
(1)
linear cnn
(1)
Papers
Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
NAACL 2025
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
ICLR 2025
Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies
ICML 2023
LUCID: Exposing Algorithmic Bias through Inverse Design
AAAI 2023