T. Konstantin Rusch
8 papers
· 2021–2025
· 4 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (4)
ICML (2)
CORL (1)
NIPS (1)
Top co-authors
Keywords
gradient propagation
(2)
graph learning
(1)
graph representation learning
(1)
universal approximation
(1)
deep learning
(1)
continuous operators
(1)
recurrent neural network
(1)
coupled oscillator
(1)
ordinary differential equation
(1)
vanishing gradient
(1)
orthogonal matrix
(1)
graph neural network
(1)
neural network
(1)
hamiltonian system
(1)
long dependency
(1)
invertible network
(1)
oscillator network
(1)
gradient bound
(1)
neural oscillator
(1)
sequence modeling
(1)
Papers
Oscillatory State-Space Models
ICLR 2025
Neural Oscillators are Universal
NIPS 2023
Graph-Coupled Oscillator Networks
ICML 2022