Miltiadis Kofinas
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
representation learning
(1)
network architecture
(1)
hyperparameter optimization
(1)
time series
(1)
implicit neural representation
(1)
dynamical system
(1)
neural field
(1)
equation discovery
(1)
interaction modeling
(1)
computational graph
(1)
hybrid dynamical system
(1)
permutation symmetry
(1)
neural network weight
(1)
switching dynamical system
(1)
end-to-end framework
(1)
downstream representation
(1)
geometric graph
(1)
mode switching
(1)
inter-object dynamics
(1)
Papers
Amortized Equation Discovery in Hybrid Dynamical Systems
ICML 2024
Graph Neural Networks for Learning Equivariant Representations of Neural Networks
ICLR 2024
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024
Graph Switching Dynamical Systems
ICML 2023
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
NeurIPS 2021