Stefan Heindorf
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Keyword Champion
Venues
Top co-authors
Research topics
Keywords
class expression learning
(2)
link prediction
(1)
few-shot learning
(1)
causal reasoning
(1)
object recognition
(1)
question answering
(1)
information retrieval
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
convolutional neural network
(1)
benchmark dataset
(1)
synthetic data
(1)
ontology learning
(1)
neuro-symbolic learning
(1)
description logic
(1)
iterative sampling
(1)
causal question answering
(1)
cause-effect relationship
(1)
quaternion embedding
(1)
question answering benchmark
(1)
Papers
Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python
JMLR 2025
ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling
IJCAI 2024
CausalQA: A Benchmark for Causal Question Answering
COLING 2022
Convolutional Hypercomplex Embeddings for Link Prediction
ACML 2021
Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts
WACV 2021