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ORCIDDespoina Magka
Person information
- affiliation: University of Oxford, UK
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2020 – today
- 2026
[i10]Alisia Maria Lupidi, Bhavul Gauri, Thomas Foster, Bassel Al Omari, Despoina Magka, Alberto Pepe, Alexis Audran-Reiss, Muna Aghamelu, Nicolas Mario Baldwin, Lucia Cipolina-Kun, Jean-Christophe Gagnon-Audet, Chee Hau Leow, Sandra Lefdal, Hossam Mossalam, Abhinav Moudgil, Saba Nazir, Emanuel Tewolde, Isabel Urrego, Jordi Armengol-Estapé, Amar Budhiraja, Gaurav Chaurasia, Abhishek Charnalia, Derek Dunfield, Karen Hambardzumyan, Daniel Izcovich, Martin Josifoski, Ishita Mediratta, Kelvin Niu, Parth Pathak, Michael Shvartsman, Edan Toledo, Anton Protopopov, Roberta Raileanu, Alexander H. Miller, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach:
AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents. CoRR abs/2602.06855 (2026)- [i9]Bingchen Zhao, Jenny Zhang, Chenxi Whitehouse, Minqi Jiang, Michael Shvartsman, Abhishek Charnalia, Despoina Magka, Tatiana Shavrina, Derek Dunfield, Oisin Mac Aodha, Yoram Bachrach:
APRES: An Agentic Paper Revision and Evaluation System. CoRR abs/2603.03142 (2026) - [i8]Karen Hambardzumyan, Nicolas Mario Baldwin, Edan Toledo, Rishi Hazra, Michael Kuchnik, Bassel Al Omari, Thomas Foster, Anton Protopopov, Jean-Christophe Gagnon-Audet, Ishita Mediratta, Kelvin Niu, Michael Shvartsman, Alisia Maria Lupidi, Alexis Audran-Reiss, Parth Pathak, Tatiana Shavrina, Despoina Magka, Hela Momand, Derek Dunfield, Nicola Cancedda, Pontus Stenetorp, Carole-Jean Wu, Jakob Nicolaus Foerster, Yoram Bachrach, Martin Josifoski:
AIRA_2: Overcoming Bottlenecks in AI Research Agents. CoRR abs/2603.26499 (2026) - [i7]Alberto Pepe, Chien-Yu Lin, Despoina Magka, Bilge Acun, Yannan Nellie Wu, Anton Protopopov, Carole-Jean Wu, Yoram Bachrach:
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design. CoRR abs/2605.15871 (2026) - 2025
- [c13]Yoram Bachrach, Edan Toledo, Karen Hambardzumyan, Despoina Magka, Martin Josifoski, Minqi Jiang, Jakob N. Foerster, Roberta Raileanu, Tatiana Shavrina, Nicola Cancedda, Avraham Ruderman, Katie Millican, Andrei Lupu, Rishi Hazra:
Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games. IJCAI 2025: 10999-11003 - [i6]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, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach, William Yang Wang, Roberta Raileanu:
MLGym: A New Framework and Benchmark for Advancing AI Research Agents. CoRR abs/2502.14499 (2025) - [i5]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, Edan Toledo, Karen Hambardzumyan, Martin Josifoski, Thomas Foster, Lucia Cipolina-Kun, Abhishek Charnalia, Derek Dunfield, Alexander H. Miller, Oisin Mac Aodha, Jakob N. Foerster, Yoram Bachrach:
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. CoRR abs/2506.22419 (2025) - [i4]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, Kelvin Niu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H. Miller, Abhishek Charnalia, Derek Dunfield, Carole-Jean Wu, Pontus Stenetorp, Nicola Cancedda, Jakob Nicolaus Foerster, Yoram Bachrach:
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. CoRR abs/2507.02554 (2025) - [i3]Shalini Maiti, Amar Budhiraja, Bhavul Gauri, Gaurav Chaurasia, Anton Protopopov, Alexis Audran-Reiss, Michael Slater, Despoina Magka, Tatiana Shavrina, Roberta Raileanu, Yoram Bachrach:
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance. CoRR abs/2511.13254 (2025) - [i2]Alexis Audran-Reiss, Jordi Armengol-Estapé, Karen Hambardzumyan, Amar Budhiraja, Martin Josifoski, Edan Toledo, Rishi Hazra, Despoina Magka, Michael Shvartsman, Parth Pathak, Justine T. Kao, Lucia Cipolina-Kun, Bhavul Gauri, Jean-Christophe Gagnon-Audet, Emanuel Tewolde, Jenny Zhang, Taco Cohen, Yossi Adi, Tatiana Shavrina, Yoram Bachrach:
What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity. CoRR abs/2511.15593 (2025) - 2021
- [c12]Jeremiah Onaolapo, Nektarios Leontiadis, Despoina Magka, Gianluca Stringhini:
SocialHEISTing: Understanding Stolen Facebook Accounts. USENIX Security Symposium 2021: 4115-4132
2010 – 2019
- 2014
- [j4]Despoina Magka, Markus Krötzsch
, Ian Horrocks:
A rule-based ontological framework for the classification of molecules. J. Biomed. Semant. 5: 17 (2014) - [i1]Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang:
Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies. CoRR abs/1406.4110 (2014) - 2013
- [b1]Despoina Magka:
Foundations and applications of knowledge representation for structured entities. University of Oxford, UK, 2013 - [j3]Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang:
Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies. J. Artif. Intell. Res. 47: 741-808 (2013) - [c11]Despoina Magka, Markus Krötzsch, Ian Horrocks:
Nonmonotonic Existential Rules for Non-Tree-Shaped Ontological Modelling. Description Logics 2013: 390-402 - [c10]Despoina Magka, Markus Krötzsch, Ian Horrocks:
Computing Stable Models for Nonmonotonic Existential Rules. IJCAI 2013: 1031-1038 - [c9]Markus Krötzsch, Despoina Magka, Ian Horrocks:
Concrete Results on Abstract Rules. LPNMR 2013: 414-426 - 2012
- [j2]Janna Hastings, Despoina Magka, Colin R. Batchelor, Lian Duan, Robert Stevens, Marcus Ennis, Christoph Steinbeck:
Structure-based classification and ontology in chemistry. J. Cheminformatics 4: 8 (2012) - [c8]Despoina Magka, Boris Motik, Ian Horrocks:
Modelling Structured Domains Using Description Graphs and Logic Programming. Description Logics 2012 - [c7]Despoina Magka, Boris Motik, Ian Horrocks:
Modelling Structured Domains Using Description Graphs and Logic Programming. ESWC 2012: 330-344 - [c6]Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang:
Acyclicity Conditions and their Application to Query Answering in Description Logics. KR 2012 - [c5]Despoina Magka, Boris Motik, Ian Horrocks:
Classifying Chemicals Using Description Graphs and Logic Programming. OWLED 2012 - [c4]Despoina Magka:
Ontology-Based Classification of Chemicals: a Logic Programming Approach. SWAT4LS 2012 - 2011
- [j1]Despoina Magka, Yevgeny Kazakov, Ian Horrocks:
Tractable Extensions of the Description Logic ${\mathcal{EL}}$ with Numerical Datatypes. J. Autom. Reason. 47(4): 427-450 (2011) - [c3]Despoina Magka, Boris Motik, Ian Horrocks:
Chemical knowledge representation with description graphs and logic programming. SWAT4LS 2011: 74-75 - 2010
- [c2]Despoina Magka, Yevgeny Kazakov, Ian Horrocks:
Tractable Extensions of the Description Logic EL with Numerical Datatypes. IJCAR 2010: 61-75 - [c1]Despoina Magka, Yevgeny Kazakov, Ian Horrocks:
Tractable Extensions of the Description Logic EL with Numerical Datatypes. Description Logics 2010
Coauthor Index
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