Pascal Welke
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Mathematics & Optimization
(3)
Architectures
(3)
Mathematics
(3)
Artificial Intelligence
(2)
Core AI
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Linguistics
(1)
Models
(1)
Representation
(1)
Keywords
graph neural network
(3)
graph isomorphism
(3)
optimal transport
(1)
text mining
(1)
multilingual nlp
(1)
knowledge representation
(1)
parallel corpus
(1)
german language
(1)
corpus linguistics
(1)
text simplification
(1)
message passing
(1)
graph embedding
(1)
schema learning
(1)
random graph
(1)
compositional representation
(1)
pre-trained language model
(1)
commonsense reasoning
(1)
graph kernel
(1)
relational structure
(1)
message passing neural network
(1)
Papers
WILTing Trees: Interpreting the Distance Between MPNN Embeddings
ICML 2025
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
NeurIPS 2024
A New Aligned Simple German Corpus
ACL 2023
Expectation-Complete Graph Representations with Homomorphisms
ICML 2023
Hidden Schema Networks
ACL 2023
Graph Filtration Kernels
AAAI 2022