Martin Grohe
10 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (7)
🐝
Cross-Pollinator
(3)
🗺️
Taxonomy Completionist
(10)
💎
Century Club
(10)
🚀
Conference Pioneer
Conferences
IJCAI (3)
AAAI (2)
ICML (2)
ALT (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
graph neural network
(6)
graph isomorphism
(4)
weisfeiler-lehman algorithm
(2)
weisfeiler-leman algorithm
(2)
message passing
(2)
graph representation learning
(1)
permutation equivariance
(1)
vc dimension
(1)
constraint satisfaction
(1)
inductive inference
(1)
generalization bound
(1)
formal language
(1)
graph algorithm
(1)
node representation
(1)
relational datum
(1)
graph neural network expressivity
(1)
aggregation function
(1)
sum aggregation
(1)
mean aggregation
(1)
max aggregation
(1)
Papers
Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message Passing Limit
AAAI 2026
Position: Future Directions in the Theory of Graph Machine Learning
ICML 2024
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes
ICLR 2024
Some Might Say All You Need Is Sum
IJCAI 2023
WL meet VC
ICML 2023
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
IJCAI 2023
Weisfeiler and Leman go Machine Learning: The Story so far
JMLR 2023
The Surprising Power of Graph Neural Networks with Random Node Initialization
IJCAI 2021
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks
AAAI 2019
Learning MSO-definable hypotheses on strings
ALT 2017