Despoina Magka

27 papers A* 4A 1B 2Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIRA_2: Overcoming Bottlenecks in AI Research Agents. CoRR 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
2026	J	`jnl`	AIRS-Bench: a Suite of Tasks for Frontier AI Research Science Agents. CoRR 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
2026	J	`jnl`	APRES: An Agentic Paper Revision and Evaluation System. CoRR Bingchen Zhao, Jenny Zhang, Chenxi Whitehouse, Minqi Jiang, Michael Shvartsman, Abhishek Charnalia, Despoina Magka, Tatiana Shavrina, Derek Dunfield, Oisin Mac Aodha, Yoram Bachrach
2025	J	`jnl`	AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench. CoRR 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
2025	A*	`conf`	Combining Code Generating Large Language Models and Self-Play to Iteratively Refine Strategies in Games. IJCAI 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
2025	J	`jnl`	MLGym: A New Framework and Benchmark for Advancing AI Research Agents. CoRR 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
2025	J	`jnl`	Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance. CoRR Shalini Maiti, Amar Budhiraja, Bhavul Gauri, Gaurav Chaurasia, Anton Protopopov, Alexis Audran-Reiss, Michael Slater, Despoina Magka, Tatiana Shavrina, Roberta Raileanu, Yoram Bachrach
2025	J	`jnl`	The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements. CoRR 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
2025	J	`jnl`	What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity. CoRR 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
2021	A*	`conf`	SocialHEISTing: Understanding Stolen Facebook Accounts. USENIX Security Symposium Jeremiah Onaolapo, Nektarios Leontiadis, Despoina Magka, Gianluca Stringhini
2014	J	`jnl`	A rule-based ontological framework for the classification of molecules. J. Biomed. Semant. Despoina Magka, Markus Krötzsch, Ian Horrocks
2014	J	`jnl`	Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies. CoRR Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang
2013	J	`jnl`	Acyclicity Notions for Existential Rules and Their Application to Query Answering in Ontologies. J. Artif. Intell. Res. Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang
2013	A*	`conf`	Computing Stable Models for Nonmonotonic Existential Rules. IJCAI Despoina Magka, Markus Krötzsch, Ian Horrocks
2013	B	`conf`	Concrete Results on Abstract Rules. LPNMR Markus Krötzsch, Despoina Magka, Ian Horrocks
2013	—	`—`	Foundations and applications of knowledge representation for structured entities. Despoina Magka
2013	—	`conf`	Nonmonotonic Existential Rules for Non-Tree-Shaped Ontological Modelling. Description Logics Despoina Magka, Markus Krötzsch, Ian Horrocks
2012	A*	`conf`	Acyclicity Conditions and their Application to Query Answering in Description Logics. KR Bernardo Cuenca Grau, Ian Horrocks, Markus Krötzsch, Clemens Kupke, Despoina Magka, Boris Motik, Zhe Wang
2012	—	`conf`	Classifying Chemicals Using Description Graphs and Logic Programming. OWLED Despoina Magka, Boris Motik, Ian Horrocks
2012	—	`conf`	Modelling Structured Domains Using Description Graphs and Logic Programming. Description Logics Despoina Magka, Boris Motik, Ian Horrocks
2012	B	`conf`	Modelling Structured Domains Using Description Graphs and Logic Programming. ESWC Despoina Magka, Boris Motik, Ian Horrocks
2012	—	`conf`	Ontology-Based Classification of Chemicals: a Logic Programming Approach. SWAT4LS Despoina Magka
2012	J	`jnl`	Structure-based classification and ontology in chemistry. J. Cheminformatics Janna Hastings, Despoina Magka, Colin R. Batchelor, Lian Duan, Robert Stevens, Marcus Ennis, Christoph Steinbeck
2011	—	`conf`	Chemical knowledge representation with description graphs and logic programming. SWAT4LS Despoina Magka, Boris Motik, Ian Horrocks
2011	J	`jnl`	Tractable Extensions of the Description Logic ${\mathcal{EL}}$ with Numerical Datatypes. J. Autom. Reason. Despoina Magka, Yevgeny Kazakov, Ian Horrocks
2010	A	`conf`	Tractable Extensions of the Description Logic IJCAR Despoina Magka, Yevgeny Kazakov, Ian Horrocks
2010	—	`conf`	Tractable Extensions of the Description Logic EL with Numerical Datatypes. Description Logics Despoina Magka, Yevgeny Kazakov, Ian Horrocks