Nadav Dym
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6) π Cross-Pollinator (7)
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Renaissance Researcher
(5)
π
Conference Polyglot
(5)
π
Grand Slam
π
Century Club
(12)
β‘
Prolific Year
(5)
Conferences
ICLR (5)
ICML (4)
AAAI (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
deep learning theory
(1)
point cloud
(1)
permutation equivariance
(1)
irreducible representations
(1)
group theory
(1)
branch and bound
(1)
global optimization
(1)
linear convergence
(1)
approximation theory
(1)
permutation invariance
(1)
graph neural network
(1)
euclidean graph
(1)
graph isomorphism test
(1)
rigid motion
(1)
rigid registration
(1)
quasi-lower bound
(1)
multiset function
(1)
injective function
(1)
Papers
On the HΓΆlder Stability of Multiset and Graph Neural Networks
ICLR 2025
REVISITING MULTI-PERMUTATION EQUIVARIANCE THROUGH THE LENS OF IRREDUCIBLE REPRESENTATIONS
ICLR 2025
Fourier Sliced-Wasserstein Embedding for Multisets and Measures
ICLR 2025
On the Expressive Power of Sparse Geometric MPNNs
ICLR 2025
Equivariant Deep Weight Space Alignment
ICML 2024
Complete Neural Networks for Complete Euclidean Graphs
AAAI 2024
Equivariant Frames and the Impossibility of Continuous Canonicalization
ICML 2024
Weisfeiler Leman for Euclidean Equivariant Machine Learning
ICML 2024
Position: Future Directions in the Theory of Graph Machine Learning
ICML 2024
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
NIPS 2023
On the Universality of Rotation Equivariant Point Cloud Networks
ICLR 2021
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration
ICCV 2019