Mihaela Catalina Stoian

14 papers A* 1Misc 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models.
CoRR
Joshua Ong Jun Leang, Yu Zhao, Mihaela Catalina Stoian, Wenda Li, Shay B. Cohen, Eleonora Giunchiglia
2025 J jnl
A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond.
CoRR
Mihaela Catalina Stoian, Eleonora Giunchiglia, Thomas Lukasiewicz
2025 J jnl
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints.
CoRR
Mihaela Catalina Stoian, Eleonora Giunchiglia
2024 J jnl
CCN+: A neuro-symbolic framework for deep learning with requirements.
Int. J. Approx. Reason.
Eleonora Giunchiglia, Alex Tatomir, Mihaela Catalina Stoian, Thomas Lukasiewicz
2024 Misc conf
Deep Generative Models as an Adversarial Attack Strategy for Tabular Machine Learning.
ICMLC
Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy
2024 J jnl
Deep generative models as an adversarial attack strategy for tabular machine learning.
CoRR
Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy
2024 J jnl
Exploiting T-norms for Deep Learning in Autonomous Driving.
CoRR
Mihaela Catalina Stoian, Eleonora Giunchiglia, Thomas Lukasiewicz
2024 J jnl
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data.
CoRR
Mihaela Catalina Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia
2024 J jnl
PiShield: A NeSy Framework for Learning with Requirements.
CoRR
Mihaela Catalina Stoian, Alex Tatomir, Thomas Lukasiewicz, Eleonora Giunchiglia
2023 J jnl
ROAD-R: the autonomous driving dataset with logical requirements.
Mach. Learn.
Eleonora Giunchiglia, Mihaela Catalina Stoian, Salman Khan, Fabio Cuzzolin, Thomas Lukasiewicz
2022 A* conf
Deep Learning with Logical Constraints.
IJCAI
Eleonora Giunchiglia, Mihaela Catalina Stoian, Thomas Lukasiewicz
2022 J jnl
Deep Learning with Logical Constraints.
CoRR
Eleonora Giunchiglia, Mihaela Catalina Stoian, Thomas Lukasiewicz
2022 J jnl
ROAD-R: The Autonomous Driving Dataset with Logical Requirements.
CoRR
Eleonora Giunchiglia, Mihaela Catalina Stoian, Salman Khan, Fabio Cuzzolin, Thomas Lukasiewicz
2021 J jnl
Recurrently Estimating Reflective Symmetry Planes from Partial Pointclouds.
CoRR
Mihaela Catalina Stoian, Tommaso Cavallari