Eleonora Giunchiglia
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Trend Setter
β
The Questioner
Conferences
ICLR (2)
IJCAI (2)
NIPS (1)
Top co-authors
Keywords
neural network
(3)
deep learning
(2)
background knowledge
(1)
hierarchical multi-label classification
(1)
safety requirement
(1)
neural network topology
(1)
requirement integration
(1)
model compliance
(1)
logical constraint
(1)
requirements engineering
(1)
symbolic reasoning
(1)
hierarchy constraint
(1)
knowledge integration
(1)
Papers
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
ICLR 2025
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
ICLR 2024
PiShield: A PyTorch Package for Learning with Requirements
IJCAI 2024
Deep Learning with Logical Constraints
IJCAI 2022
Coherent Hierarchical Multi-Label Classification Networks
NIPS 2020