Juan Cerviño
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
Conferences
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
manifold learning
(1)
manifold regularization
(1)
model robustness
(1)
distribution shift
(1)
lipschitz continuity
(1)
generalization theory
(1)
weighted laplacian penalty
(1)
stochastic gradient technique
(1)
graph neural network
(1)
geometric graph
(1)
model mismatch
(1)
Papers
Generalization of Graph Neural Networks Is Robust to Model Mismatch
AAAI 2025
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
ICML 2025
Learning Globally Smooth Functions on Manifolds
ICML 2023
An Agnostic Approach to Federated Learning with Class Imbalance
ICLR 2022