Nils M. Kriege
6 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Academic Marathon (7) π Interdisciplinary Bridge π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (12)
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Keyword Pioneer
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Trend Setter
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
graph kernel
(3)
graph neural network
(2)
graph isomorphism
(2)
graph classification
(2)
random walk kernels
(1)
weisfeiler-lehman test
(1)
nearest neighbor classifier
(1)
positive semidefinite
(1)
node classification
(1)
property testing
(1)
relational datum
(1)
weisfeiler-leman algorithm
(1)
weisfeiler-leman test
(1)
kernel methods
(1)
spectral basis
(1)
optimal assignment
(1)
weisfeiler-lemann algorithm
(1)
weisfeiler-lehman kernel
(1)
positive semidefinite kernel
(1)
optimal assignment kernel
(1)
Papers
Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction
AAAI 2026
Weisfeiler and Leman go Machine Learning: The Story so far
JMLR 2023
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
NIPS 2022
Deep Graph Matching Consensus
ICLR 2020
A Property Testing Framework for the Theoretical Expressivity of Graph Kernels
IJCAI 2018
On Valid Optimal Assignment Kernels and Applications to Graph Classification
NIPS 2016