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Mihaela C. Stoian
Postdoc, Department of Electrical and Electronic Engineering, Imperial College London
PhD student, Department of Computer Science, University of Oxford
Joined
March 2022
Names
Mihaela C. Stoian
(Preferred)
,Â
Mihaela C Stoian
,Â
Mihaela Catalina Stoian
Emails
****@cs.ox.ac.uk
(Confirmed)
,Â
****@st-hildas.ox.ac.uk
(Confirmed)
,Â
****@ed.ac.uk
,Â
****@five.ai
,Â
****@gmail.com
(Confirmed)
,Â
****@ic.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Semantic Scholar
Career & Education History
Postdoc
Department of Electrical and Electronic Engineering,
Imperial College London
(ic.ac.uk)
2025
–
Present
PhD student
Department of Computer Science, University of Oxford
(cs.ox.ac.uk)
2021
–
Present
Intern
Five AI Ltd.
(five.ai)
2020
–
2021
Researcher
School of Informatics,
University of Edinburgh, University of Edinburgh
(ed.ac.uk)
2019
–
2019
MS student
School of Informatics,
University of Edinburgh, University of Edinburgh
(ed.ac.uk)
2018
–
2019
Undergrad student
School of Informatics,
University of Edinburgh, University of Edinburgh
(ed.ac.uk)
2014
–
2018
Advisors, Relations & Conflicts
Coauthor
Salijona Dyrmishi
2023
–
Present
PhD Advisor
Thomas Lukasiewicz
2021
–
Present
Coauthor
Eleonora Giunchiglia
2021
–
Present
Coauthor
Tommaso Cavallari
2020
–
2021
Expertise
deep learning
Present
large language models
2025
–
Present
generative modelling
2023
–
Present
neuro-symbolic AI
2021
–
Present
knowledge-aided machine learning
2021
–
Present
computer vision
2020
–
Present
natural language processing
2019
–
2020
Publications
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models
Joshua Ong Jun Leang
,
Yu Zhao
,
Mihaela C. Stoian
,
Wenda Li
,
Shay B Cohen
,
Eleonora Giunchiglia
ICML 2026 regular
Readers:
Everyone
A Survey on Deep Learning Approaches for Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, Diversity, and Beyond
Mihaela C. Stoian
,
Eleonora Giunchiglia
,
Thomas Lukasiewicz
Accepted by TMLR
Readers:
Everyone
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Mihaela C. Stoian
,
Eleonora Giunchiglia
NeSy 2025 - Phase 2 Poster
Readers:
Everyone
A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond
Mihaela Catalina Stoian
,
Eleonora Giunchiglia
,
Thomas Lukasiewicz
CoRR 2025
Readers:
Everyone
Integrating domain constraints in tabular data generation process
Salijona Dyrmishi
,
Mihaela C. Stoian
,
Eleonora Giunchiglia
,
Maxime Cordy
RLGMSD 2024 Talk
Readers:
Everyone
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Mihaela C. Stoian
,
Eleonora Giunchiglia
ICLR 2025
Readers:
Everyone
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
Mihaela C. Stoian
,
Eleonora Giunchiglia
ICLR 2025 Poster
Readers:
Everyone
Deep Learning with Requirements in the Real World
Mihaela C. Stoian
IJCAI 2024
Readers:
Everyone
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
Mihaela C. Stoian
,
Salijona Dyrmishi
,
Maxime Cordy
,
Thomas Lukasiewicz
,
Eleonora Giunchiglia
ICLR 2024
Readers:
Everyone
ROAD-Waymo: Action Awareness at Scale for Autonomous Driving
Salman Khan
,
Izzeddin Teeti
,
Reza Javanmard Alitappeh
,
Mihaela C. Stoian
,
Eleonora Giunchiglia
,
Gurkirt Singh
,
Andrew Bradley
,
Fabio Cuzzolin
CoRR 2024
Readers:
Everyone
View all 26 publications
Co-Authors
Alex Tatomir
Andrew Bradley
Eleonora Giunchiglia
Fabio Cuzzolin
Gurkirt Singh
Izzeddin Teeti
Joshua Ong Jun Leang
Maxime Cordy
Reza Javanmard Alitappeh
Salijona Dyrmishi
Salman Khan
Sameer Bansal
Sharon Goldwater
Shay B Cohen
Thomas Lukasiewicz
Tommaso Cavallari
Wenda Li
Yu Zhao