Tractable Extensions of the Description Logic EL with Numerical Datatypes. - Despoina Magka; Yevgeny Kazakov; Ian Horrocks 001 (IJCAR, 2010)

Tractable Extensions of the Description Logic EL with Numerical Datatypes. - Despoina Magka; Yevgeny Kazakov; Ian Horrocks 001 (Description Logics, 2010)

Chemical knowledge representation with description graphs and logic programming. - Despoina Magka; Boris Motik; Ian Horrocks 001 (SWAT4LS, 2011)

Tractable Extensions of the Description Logic ${ mathcal{EL}}$ with Numerical Datatypes. - Despoina Magka; Yevgeny Kazakov; Ian Horrocks 001 (J. Autom. Reason., 2011)

Modelling Structured Domains Using Description Graphs and Logic Programming. - Despoina Magka; Boris Motik; Ian Horrocks 001 (ESWC, 2012)

Acyclicity Conditions and their Application to Query Answering in Description Logics. - Bernardo Cuenca Grau; Ian Horrocks 001; Markus Krötzsch; Clemens Kupke; Despoina Magka; Boris Motik; Zhe Wang 001 (KR, 2012)

Classifying Chemicals Using Description Graphs and Logic Programming. - Despoina Magka; Boris Motik; Ian Horrocks 001 (OWLED, 2012)

Ontology-Based Classification of Chemicals: a Logic Programming Approach. - Despoina Magka (SWAT4LS, 2012)

Structure-based classification and ontology in chemistry. - Janna Hastings; Despoina Magka; Colin R. Batchelor; Lian Duan; Robert Stevens 001; Marcus Ennis; Christoph Steinbeck (J. Cheminformatics, 2012)

Nonmonotonic Existential Rules for Non-Tree-Shaped Ontological Modelling. - Despoina Magka; Markus Krötzsch; Ian Horrocks 001 (Description Logics, 2013)

Computing Stable Models for Nonmonotonic Existential Rules. - Despoina Magka; Markus Krötzsch; Ian Horrocks 001 (IJCAI, 2013)

Concrete Results on Abstract Rules. - Markus Krötzsch; Despoina Magka; Ian Horrocks 001 (LPNMR, 2013)

Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies. - Bernardo Cuenca Grau; Ian Horrocks 001; Markus Krötzsch; Clemens Kupke; Despoina Magka; Boris Motik; Zhe Wang 001 (J. Artif. Intell. Res., 2013)

Foundations and applications of knowledge representation for structured entities. - Despoina Magka (2013)

A rule-based ontological framework for the classification of molecules. - Despoina Magka; Markus Krötzsch; Ian Horrocks 001 (J. Biomed. Semant., 2014)

SocialHEISTing: Understanding Stolen Facebook Accounts. - Jeremiah Onaolapo; Nektarios Leontiadis; Despoina Magka; Gianluca Stringhini (USENIX Security Symposium, 2021)

MLGym: A New Framework and Benchmark for Advancing AI Research Agents. - Deepak Nathani; Lovish Madaan; Nicholas Roberts; Nikolay Bashlykov; Ajay Menon; Vincent Moens; Amar Budhiraja; Despoina Magka; Vladislav Vorotilov; Gaurav Chaurasia; Dieuwke Hupkes; Ricardo Silveira Cabral; et al. (CoRR, 2025)

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. - Bingchen Zhao; Despoina Magka; Minqi Jiang; Xian Li; Roberta Raileanu; Tatiana Shavrina; Jean-Christophe Gagnon-Audet; Kelvin Niu; Shagun Sodhani; Michael Shvartsman; Andrei Lupu; Alisia Maria Lupidi; et al. (CoRR, 2025)

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. - Edan Toledo; Karen Hambardzumyan; Martin Josifoski; Rishi Hazra; Nicolas Mario Baldwin; Alexis Audran-Reiss; Michael Kuchnik; Despoina Magka; Minqi Jiang; Alisia Maria Lupidi; Andrei Lupu; Roberta Raileanu; et al. (CoRR, 2025)