Daria Stepanova

63 papers A* 10A 4B 4Misc 3Journal 17Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explaining Graph Neural Networks for Node Similarity on Graphs. Trans. Mach. Learn. Res. Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
2025	—	`conf`	Beyond Manual Labels: Unsupervised Graph-Based Explanations for Error Analysis in Image Classifiers. ISWC (1) Youmna Ismaeil, Jan-Hendrik Metzen, Trung-Kien Tran, Hendrik Blockeel, Daria Stepanova
2024	J	`jnl`	Adaptive large-neighbourhood search for optimisation in answer-set programming. Artif. Intell. Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Dave Pfliegler, Daria Stepanova
2024	J	`jnl`	Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling - ADDENDUM. Theory Pract. Log. Program. Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova
2024	J	`jnl`	Explaining Graph Neural Networks for Node Similarity on Graphs. CoRR Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
2024	J	`jnl`	Learning Rules from KGs Guided by Language Models. CoRR Zihang Peng, Daria Stepanova, Vinh Thinh Ho, Heike Adel, Alessandra Russo, Simon Ott
2024	J	`jnl`	Neuro-symbolic AI and the semantic web. Semantic Web Pascal Hitzler, Monireh Ebrahimi, Md. Kamruzzaman Sarker, Daria Stepanova
2023	—	`conf`	Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. ESWC (Satellite Events) Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov
2023	J	`jnl`	Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. CoRR Diego Rincon-Yanez, Mohamed H. Gad-Elrab, Daria Stepanova, Kien-Trung Tran, Cuong Chu Xuan, Baifan Zhou, Evgeny Kharlamov
2023	J	`jnl`	Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. Theory Pract. Log. Program. Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova
2023	A	`conf`	Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs. CIKM Medina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova
2023	J	`jnl`	Contextual Reasoning for Scene Generation (Technical Report). CoRR Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova
2023	Misc	`conf`	FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings. ISWC Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel
2023	—	`conf`	Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity. ISWC (Posters/Demos/Industry) Huu Tan Mai, Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Hendrik Blockeel
2023	A	`conf`	Rule-based Knowledge Graph Completion with Canonical Models. CIKM Simon Ott, Patrick Betz, Daria Stepanova, Mohamed H. Gad-Elrab, Christian Meilicke, Heiner Stuckenschmidt
2023	—	`conf`	Semantically Guided Scene Generation via Contextual Reasoning and Algebraic Measures. ICLP Workshops Loris Bozzato, Thomas Eiter, Rafael Kiesel, Daria Stepanova
2023	—	`conf`	Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming. ESWC (Satellite Events) Cuong Chu Xuan, Mohamed H. Gad-Elrab, Trung-Kien Tran, Marvin Schiller, Evgeny Kharlamov, Daria Stepanova
2022	A*	`conf`	ALASPO: An Adaptive Large-Neighbourhood ASP Optimiser. KR Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova
2022	J	`jnl`	Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. CoRR Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovsky, Daria Stepanova
2022	A*	`conf`	Enhancing Knowledge Bases with Quantity Facts. WWW Vinh Thinh Ho, Daria Stepanova, Dragan Milchevski, Jannik Strötgen, Gerhard Weikum
2022	A*	`conf`	Large-Neighbourhood Search for Optimisation in Answer-Set Solving. AAAI Thomas Eiter, Tobias Geibinger, Nelson Higuera Ruiz, Nysret Musliu, Johannes Oetsch, Daria Stepanova
2022	—	`conf`	Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment. ISWC (Posters/Demos/Industry) Baifan Zhou, Zhipeng Tan, Zhuoxun Zheng, Dongzhuoran Zhou, Yunjie He, Yuqicheng Zhu, Muhammad Yahya, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov
2022	—	`conf`	The Data Value Quest: A Holistic Semantic Approach at Bosch. ESWC (Satellite Events) Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov
2022	Misc	`conf`	Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. ISWC Youmna Ismaeil, Daria Stepanova, Trung-Kien Tran, Piyapat Saranrittichai, Csaba Domokos, Hendrik Blockeel
2021	J	`jnl`	A Neural-symbolic Approach for Ontology-mediated Query Answering. CoRR Medina Andresel, Csaba Domokos, Daria Stepanova, Trung-Kien Tran
2021	A*	`conf`	Answer-Set Programming for Lexicographical Makespan Optimisation in Parallel Machine Scheduling. KR Thomas Eiter, Tobias Geibinger, Nysret Musliu, Johannes Oetsch, Peter Skocovský, Daria Stepanova
2021	Misc	`conf`	Improving Knowledge Graph Embeddings with Ontological Reasoning. ISWC Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova
2021	J	`jnl`	On Event-Driven Knowledge Graph Completion in Digital Factories. CoRR Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2021	—	`conf`	Towards Leveraging Commonsense Knowledge for Autonomous Driving. ISWC (Posters/Demos/Industry) Sreyasi Nag Chowdhury, Ruwan Wickramarachchi, Mohamed H. Gad-Elrab, Daria Stepanova, Cory A. Henson
2020	A*	`conf`	Differentiable learning of numerical rules in knowledge graphs. ICLR Po-Wei Wang, Daria Stepanova, Csaba Domokos, J. Zico Kolter
2020	—	`conf`	ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
2020	A*	`conf`	Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs. WWW Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen
2020	—	`conf`	Towards Utilizing Knowledge Graph Embedding Models for Conceptual Clustering. ISWC (Demos/Industry) Mohamed H. Gad-Elrab, Vinh Thinh Ho, Evgeny Levinkov, Trung-Kien Tran, Daria Stepanova
2019	A	`conf`	ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text. WSDM Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2019	J	`jnl`	Hybrid ASP-based Approach to Pattern Mining. Theory Pract. Log. Program. Sergey Paramonov, Daria Stepanova, Pauli Miettinen
2019	—	`ed.`	Reasoning Web. Explainable Artificial Intelligence - 15th International Summer School 2019, Bolzano, Italy, September 20-24, 2019, Tutorial Lectures RW Markus Krötzsch, Daria Stepanova
2019	—	`conf`	Towards Semantic Integration of Bosch Manufacturing Data. ISWC (Satellites) Anees Mehdi, Evgeny Kharlamov, Daria Stepanova, Felix Loesch, Irlán Grangel-González
2019	—	`conf`	Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov
2019	A*	`conf`	Tracy: Tracing Facts over Knowledge Graphs and Text. WWW Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2018	A*	`conf`	Completeness-aware Rule Learning from Knowledge Graphs. IJCAI Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum
2018	B	`conf`	Event-Enhanced Learning for KG Completion. ESWC Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2018	—	`conf`	Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. ISWC (P&D/Industry/BlueSky) Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2018	J	`jnl`	Hybrid ASP-based Approach to Pattern Mining. CoRR Sergey Paramonov, Daria Stepanova, Pauli Miettinen
2018	—	`conf`	Learning Rules from Incomplete KGs using Embeddings. ISWC (P&D/Industry/BlueSky) Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum
2018	—	`conf`	Rule Induction and Reasoning over Knowledge Graphs. RW Daria Stepanova, Mohamed H. Gad-Elrab, Vinh Thinh Ho
2018	—	`conf`	Rule Learning from Knowledge Graphs Guided by Embedding Models. ISWC (1) Vinh Thinh Ho, Daria Stepanova, Mohamed H. Gad-Elrab, Evgeny Kharlamov, Gerhard Weikum
2017	—	`conf`	Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs. RuleML+RR (Supplement) Francesca Alessandra Lisi, Daria Stepanova
2017	—	`conf`	Completeness-Aware Rule Learning from Knowledge Graphs. ISWC (1) Thomas Pellissier Tanon, Daria Stepanova, Simon Razniewski, Paramita Mirza, Gerhard Weikum
2017	B	`conf`	Hybrid ASP-Based Approach to Pattern Mining. RuleML+RR Sergey Paramonov, Daria Stepanova, Pauli Miettinen
2017	—	`conf`	On event-driven knowledge graph completion in digital factories. IEEE BigData Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, Peer Kröger
2016	J	`jnl`	Angry-HEX: An Artificial Player for Angry Birds Based on Declarative Knowledge Bases. IEEE Trans. Comput. Intell. AI Games Francesco Calimeri, Michael Fink, Stefano Germano, Andreas Humenberger, Giovambattista Ianni, Christoph Redl, Daria Stepanova, Andrea Tucci, Anton Wimmer
2016	J	`jnl`	Computing Repairs of Inconsistent DL-Programs over EL Ontologies. J. Artif. Intell. Res. Thomas Eiter, Michael Fink, Daria Stepanova
2016	J	`jnl`	Data repair of inconsistent nonmonotonic description logic programs. Artif. Intell. Thomas Eiter, Michael Fink, Daria Stepanova
2016	—	`conf`	Exception-Enriched Rule Learning from Knowledge Graphs. ISWC (1) Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum
2016	B	`conf`	Towards Nonmonotonic Relational Learning from Knowledge Graphs. ILP Hai Dang Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum
2014	B	`conf`	Computing Repairs for Inconsistent DL-programs over JELIA Thomas Eiter, Michael Fink, Daria Stepanova
2014	A*	`conf`	Exploiting Support Sets for Answer Set Programs with External Evaluations. AAAI Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova
2014	—	`conf`	Towards Practical Deletion Repair of Inconsistent DL-programs. Description Logics Thomas Eiter, Michael Fink, Daria Stepanova
2014	A	`conf`	Towards Practical Deletion Repair of Inconsistent DL-programs. ECAI Thomas Eiter, Michael Fink, Daria Stepanova
2013	A*	`conf`	Data Repair of Inconsistent DL-Programs. IJCAI Thomas Eiter, Michael Fink, Daria Stepanova
2013	—	`conf`	Inconsistency Management for Description Logic Programs and Beyond. RR Thomas Eiter, Michael Fink, Daria Stepanova
2012	—	`conf`	Semantic Independence in DL-Programs. RR Thomas Eiter, Michael Fink, Daria Stepanova
2009	—	`conf`	A Knowledge Base for Justified Information Security Decision-making. ICSOFT (2) Daria Stepanova, Simon Edward Parkin, Aad P. A. van Moorsel