Steffen Staab

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 172

Top Venues

Publications

Chandan Kumar, Bhupender Kumar Saini, Steffen Staab
Enhancing Online Meeting Experience through Shared Gaze-Attention. CHI Extended Abstracts (2024)
Philipp Seifer, Daniel Hernández, Ralf Lämmel, Steffen Staab
From Shapes to Shapes: Inferring SHACL Shapes for Results of SPARQL CONSTRUCT Queries (Extended Version). CoRR (2024)
Mehdi Azarafza, Mojtaba Nayyeri, Charles Steinmetz, Steffen Staab, Achim Rettberg
Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving. CoRR (2024)
Akram Sadat Hosseini, Steffen Staab
Disambiguating Emotional Connotations of Words Using Contextualized Word Representations. *SEM@NAACL (2024)
Thomas Monninger, Vandana Dokkadi, Md Zafar Anwar, Steffen Staab
TempBEV: Improving Learned BEV Encoders with Combined Image and BEV Space Temporal Aggregation. CoRR (2024)
Philipp Seifer, Daniel Hernández, Ralf Lämmel, Steffen Staab
Inferring SHACL Constraints for Results of Composable Graph Queries (Extended Abstract). Description Logics (2024)
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. AAAI (2024)
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. AAAI (2024)
Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Evgeny Kharlamov, Steffen Staab
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings. CoRR (2024)
Xiny Pan, Daniel Hernández, Philipp Seifer, Ralf Lämmel, Steffen Staab
eSPARQL: Representing and Reconciling Agnostic and Atheistic Beliefs in RDF-star Knowledge Graphs. CoRR (2024)
Yunjie He, Daniel Hernández, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
Ontologies via Knowledge Graph Query Embedding Learning. CoRR (2024)
Farane Jalali Farahani, Sara Hanke, Corina Dima, Raphael Heiko Heiberger, Steffen Staab
Who is targeted? Detecting social group mentions in online political discussions. WebSci (Companion) (2024)
Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab
Robust Knowledge Extraction from Large Language Models using Social Choice Theory. AAMAS (2024)
Philipp Seifer, Daniel Hernández, Ralf Lämmel, Steffen Staab
From Shapes to Shapes: Inferring SHACL Shapes for Results of SPARQL CONSTRUCT Queries. WWW (2024)
Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. WWW (2023)
Tim Schneider, Amin Totounferoush, Wolfgang Nowak, Steffen Staab
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning. CoRR (2023)
Xuan Zhao, Simone Fabbrizzi, Paula Reyero Lobo, Siamak Ghodsi, Klaus Broelemann, Steffen Staab, Gjergji Kasneci
Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation. CoRR (2023)
Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab
Geometric Relational Embeddings: A Survey. CoRR (2023)
Thomas Monninger, Andreas Weber, Steffen Staab
Semantic Map Learning of Traffic Light to Lane Assignment based on Motion Data. CoRR (2023)
Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. CoRR (2023)
Thomas Monninger, Julian Schmidt, Jan Rupprecht, David Raba, Julian Jordan, Daniel Frank, Steffen Staab, Klaus Dietmayer
SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks. CoRR (2023)
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces. CoRR (2023)
Nico Potyka, Yuqicheng Zhu, Yunjie He, Evgeny Kharlamov, Steffen Staab
Robust Knowledge Extraction from Large Language Models using Social Choice Theory. CoRR (2023)
Yi Wang, Corina Dima, Steffen Staab
WikiMed-DE: Constructing a Silver-Standard Dataset for German Biomedical Entity Linking using Wikipedia and Wikidata. Wikidata@ISWC (2023)
Alexandra Baier, Decky Aspandi, Steffen Staab
ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks. IJCAI (2023)
Ramin Hedeshy, Raphael Menges, Steffen Staab
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice. INTERSPEECH (2023)
Akram Sadat Hosseini, Steffen Staab
Emotional Framing in the Spreading of False and True Claims. WebSci (2023)
Thomas Monninger, Andreas Weber, Steffen Staab
Semantic Map Learning of Traffic Light to Lane Assignment based on Motion Data. ITSC (2023)
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning. CoRR (2023)
Francisco Castillo-Eslava, Carlos Mougan, Alejandro Romero-Eche, Steffen Staab
The Role of Large Language Models in the Recognition of Territorial Sovereignty: An Analysis of the Construction of Legitimacy. CoRR (2023)
Carlos Mougan, José Manuel Álvarez Colmenares, Salvatore Ruggieri, Steffen Staab
Fairness Implications of Encoding Protected Categorical Attributes. AIES (2023)
Diellza Elshani, Daniel Hernández, Alessio Lombardi, Lasath Siriwardena, Tobias Schwinn, Al Fisher, Steffen Staab, Achim Menges, Thomas Wortmann
Building Information Validation and Reasoning Using Semantic Web Technologies. CAAD Futures (2023)
Yunjie He, Mojtaba Nayyeri, Bo Xiong, Yuqicheng Zhu, Evgeny Kharlamov, Steffen Staab
Can Pattern Learning Enhance Complex Logical Query Answering? ISWC (Posters/Demos/Industry) (2023)
Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab
Demographic Parity Inspector: Fairness Audits via the Explanation Space. CoRR (2023)
Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. SIGIR (2023)
Carlos Mougan, Klaus Broelemann, David Masip, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Investigating Interactions between Models and Shifting Data Distributions. CoRR (2023)
Yunjie He, Mojtaba Nayyeri, Bo Xiong, Evgeny Kharlamov, Steffen Staab
Modeling Relational Patterns for Logical Query Answering over Knowledge Graphs. CoRR (2023)
Akram Sadat Hosseini, Steffen Staab
Emotional Framing in the Spreading of False and True Claims. CoRR (2023)
Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
Integrating Knowledge Graph Embeddings and Pre-trained Language Models in Hypercomplex Spaces. ISWC (2023)
Ciheng Zhang, Decky Aspandi, Steffen Staab
Predicting Eye Gaze Location on Websites. VISIGRAPP (4: VISAPP) (2023)
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. ACL (1) (2023)
Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Jens Lehmann, Steffen Staab
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories. ACL (Findings) (2023)
Thomas Monninger, Julian Schmidt, Jan Rupprecht, David Raba, Julian Jordan, Daniel Frank, Steffen Staab, Klaus Dietmayer
SCENE: Reasoning About Traffic Scenes Using Heterogeneous Graph Neural Networks. IEEE Robotics Autom. Lett. 8 (3) (2023)
Steffen Staab
Knowledge Graphs for Knowing More and Knowing for Sure. CIKM (2023)
Yuqicheng Zhu, Nico Potyka, Bo Xiong, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab, Evgeny Kharlamov
Towards Statistical Reasoning with Ontology Embeddings. ISWC (Posters/Demos/Industry) (2023)
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. CoRR (2023)
Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models. CoRR (2023)
Matthias Lohr, Kenneth Skiba, Marco Konersmann, Jan Jürjens, Steffen Staab
Formalizing Cost Fairness for Two-Party Exchange Protocols using Game Theory and Applications to Blockchain. ICBC (2022)
Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
Knowledge Bases. ISWC (2022)
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
Ultrahyperbolic Knowledge Graph Embeddings. KDD (2022)
Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab
Pseudo-Riemannian Graph Convolutional Networks. NeurIPS (2022)
Decky Aspandi, Sarah Doosdal, Victor Ülger, Lukas Gillich, Steffen Staab
User Interaction Analysis through Contrasting Websites Experience. CoRR (2022)
Nico Potyka, Mohamad Bazo, Jonathan Spieler, Steffen Staab
Learning Gradual Argumentation Frameworks using Meta-heuristics. ArgML@COMMA (2022)
Jonathan Spieler, Nico Potyka, Steffen Staab
Interpretable Machine Learning with Gradual Argumentation Frameworks. COMMA (2022)
Mojtaba Nayyeri, Zihao Wang, Mst. Mahfuja Akter, Mirza Mohtashim Alam, Md. Rashad Al Hasan Rony, Jens Lehmann, Steffen Staab
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces. CoRR (2022)
Anastasiia Iurshina, Jiaxin Pan, Rafika Boutalbi, Steffen Staab
NILK: Entity Linking Dataset Targeting NIL-linking Cases. CIKM (2022)
Daniel Frank, Decky Aspandi-Latif, Michael Muehlebach, Benjamin Unger, Steffen Staab
Robust Recurrent Neural Network to Identify Ship Motion in Open Water with Performance Guarantees - Technical Report. CoRR (2022)
Matthias Lohr, Kenneth Skiba, Marco Konersmann, Jan Jürjens, Steffen Staab
Formalizing Cost Fairness for Two-Party Exchange Protocols using Game Theory and Applications to Blockchain (Extended Version). CoRR (2022)
Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab
Hyperbolic Embedding Inference for Structured Multi-Label Prediction. NeurIPS (2022)
Carlos Mougan, José Manuel Álvarez, Gourab K. Patro, Salvatore Ruggieri, Steffen Staab
Fairness implications of encoding protected categorical attributes. CoRR (2022)
Tim Schneider, Chen Qiu, Marius Kloft, Decky Aspandi-Latif, Steffen Staab, Stephan Mandt, Maja Rudolph
Detecting Anomalies within Time Series using Local Neural Transformations. CoRR (2022)
Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space. CoRR (2022)
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
Ultrahyperbolic Knowledge Graph Embeddings. CoRR (2022)
Diellza Elshani, Alessio Lombardi, Al Fisher, Steffen Staab, Daniel Hernández, Thomas Wortmann
Knowledge Graphs for Multidisciplinary Co-Design: Introducing RDF to BHoM. LDAC@ESWC (2022)
Ciheng Zhang, Decky Aspandi, Steffen Staab
Predicting Eye Gaze Location on Websites. CoRR (2022)
Anastasiia Iurshina, Muhammad Ahsan Shahid, Tobias Backes, Philipp Mayr, Steffen Staab
Understanding literature references in academic full text (ULITE). JCDL (2022)
Rafika Boutalbi, Mira Ait Saada, Anastasiia Iurshina, Steffen Staab, Mohamed Nadif
Tensor-based Graph Modularity for Text Data Clustering. SIGIR (2022)
Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab
Box Embeddings for the Description Logic EL++. CoRR (2022)
Diellza Elshani, Thomas Wortmann, Steffen Staab
Towards Better Co-Design with Disciplinary Ontologies: Review and Evaluation of Data Interoperability in the AEC Industry. LDAC@ESWC (2022)
Abraham Bernstein, Anita Gohdes, Cristina Sarasua, Steffen Staab, Beth Simone Noveck
Challenges and Opportunities of Democracy in the Digital Society (Dagstuhl Seminar 22361). Dagstuhl Reports 12 (9) (2022)
Ramin Hedeshy, Chandan Kumar, Mike Lauer, Steffen Staab
All Birds Must Fly: The Experience of Multimodal Hands-free Gaming with Gaze and Nonverbal Voice Synchronization. ICMI (2022)
Alexandra Baier, Zeyd Boukhers, Steffen Staab
Hybrid Physics and Deep Learning Model for Interpretable Vehicle State Prediction. CoRR (2021)
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann
Knowledge Graphs. ACM Comput. Surv. 54 (4) (2021)
Matthias Lohr, Benjamin Schlosser, Jan Jürjens, Steffen Staab
Cost Fairness for Blockchain-Based Two-Party Exchange Protocols. IACR Cryptol. ePrint Arch. 2021 (2021)
Lukas Schmelzeisen, Corina Dima, Steffen Staab
Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History. Wikidata@ISWC (2021)
Bettina Berendt, Fabien Gandon, Susan Halford, Wendy Hall, Jim Hendler, Katharina E. Kinder-Kurlanda, Eirini Ntoutsi, Steffen Staab
Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262). Dagstuhl Manifestos 9 (1) (2021)
Philipp Seifer, Ralf Lämmel, Steffen Staab
ProGS: Property Graph Shapes Language. ISWC (2021)
Peng Gang Sun, Qiguang Miao, Steffen Staab
Community-based k-shell decomposition for identifying influential spreaders. Pattern Recognit. 120 (2021)
Philipp Seifer, Ralf Lämmel, Steffen Staab
ProGS: Property Graph Shapes Language (Extended Version). CoRR (2021)
Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab
Semi-Riemannian Graph Convolutional Networks. CoRR (2021)
Jonathan Spieler, Nico Potyka, Steffen Staab
Learning Gradual Argumentation Frameworks using Genetic Algorithms. CoRR (2021)
Lukas Schmelzeisen, Corina Dima, Steffen Staab
Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History. CoRR (2021)
Ramin Hedeshy, Chandan Kumar, Raphael Menges, Steffen Staab
Hummer: Text Entry by Gaze and Hum. CHI (2021)
Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab
Is Language Modeling Enough? Evaluating Effective Embedding Combinations. LREC (2020)
Daniel Janke, Steffen Staab, Martin Leinberger
Data placement strategies that speed-up distributed graph query processing. SBD@SIGMOD (2020)
Bo Xiong, Yimin Huang, Steffen Staab, Zhenguo Li
MOFA: Modular Factorial Design for Hyperparameter Optimization. CoRR (2020)
Timo Homburg, Steffen Staab, Daniel Janke
GeoSPARQL+: Syntax, Semantics and System for Integrated Querying of Graph, Raster and Vector Data. ISWC (1) (2020)
Tjitze Rienstra, Claudia Schon, Steffen Staab
Concept Contraction in the Description Logic EL. KR (2020)
Zeyd Boukhers, Danniene Wete, Steffen Staab
LaHAR: Latent Human Activity Recognition using LDA. CoRR (2020)
Ramin Hedeshy, Chandan Kumar, Raphael Menges, Steffen Staab
GIUPlayer: A Gaze Immersive YouTube Player Enabling Eye Control and Attention Analysis. ETRA Adjunct (2020)
Korok Sengupta, Sabin Bhattarai, Sayan Sarcar, I. Scott MacKenzie, Steffen Staab
Leveraging Error Correction in Voice-based Text Entry by Talk-and-Gaze. CHI (2020)
Martin Leinberger, Philipp Seifer, Tjitze Rienstra, Ralf Lämmel, Steffen Staab
Deciding SHACL Shape Containment through Description Logics Reasoning (Extended Version). CoRR (2020)
Chandan Kumar, Ramin Hedeshy, I. Scott MacKenzie, Steffen Staab
TAGSwipe: Touch Assisted Gaze Swipe for Text Entry. CHI (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Matthias Lohr, Benjamin Schlosser, Jan Jürjens, Steffen Staab
Cost Fairness for Blockchain-Based Two-Party Exchange Protocols. Blockchain (2020)
Jun Sun, Matús Medo, Steffen Staab
Time-invariant degree growth in preferential attachment network models. CoRR (2020)
Martin Leinberger, Philipp Seifer, Tjitze Rienstra, Ralf Lämmel, Steffen Staab
Deciding SHACL Shape Containment Through Description Logics Reasoning. ISWC (1) (2020)
Timo Homburg, Steffen Staab, Daniel Janke
GeoSPARQL+: Syntax, Semantics and System for Integrated Querying of Graph, Raster and Vector Data - Technical Report. CoRR (2020)
Raphael Menges, Sophia Kramer, Stefan Hill, Marius Nisslmueller, Chandan Kumar, Steffen Staab
A Visualization Tool for Eye Tracking Data Analysis in the Web. ETRA Short Papers (2020)
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann
Knowledge Graphs. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steffen Staab