T. Konstantin Rusch
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
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
Improving Efficiency of Sampling-based Motion Planning via Message-Passing Monte Carlo
CORL 2025
Neural Oscillators are Universal
NIPS 2023
Gradient Gating for Deep Multi-Rate Learning on Graphs
ICLR 2023
Graph-Coupled Oscillator Networks
ICML 2022
Long Expressive Memory for Sequence Modeling
ICLR 2022
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies
ICLR 2021
UnICORNN: A recurrent model for learning very long time dependencies
ICML 2021