Staab, Steffen

18 publications

TMLR 2025 Explanation Shift: How Did the Distribution Shift Impact the Model? Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab

ICLR 2025 From Tokens to Lattices: Emergent Lattice Structures in Language Models Bo Xiong, Steffen Staab

ICML 2025 Is Complex Query Answering Really Complex? Cosimo Gregucci, Bo Xiong, Daniel Hernández, Lorenzo Loconte, Pasquale Minervini, Steffen Staab, Antonio Vergari

ICCV 2025 MultiADS: Defect-Aware Supervision for Multi-Type Anomaly Detection and Segmentation in Zero-Shot Learning Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab, Claudia Plant

AAAI 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab

AAAI 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab

NeurIPSW 2023 Do Temporal Knowledge Graph Embedding Models Learn or Memorize Shortcuts? Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab

IJCAI 2023 ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks Alexandra Baier, Decky Aspandi, Steffen Staab

NeurIPSW 2022 Explanation Shift: Detecting Distribution Shifts on Tabular Data via the Explanation Space Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab

NeurIPS 2022 Hyperbolic Embedding Inference for Structured Multi-Label Prediction Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab

NeurIPS 2022 Pseudo-Riemannian Graph Convolutional Networks Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab

IJCAI 2009 Explicit Versus Latent Concept Models for Cross-Language Information Retrieval Philipp Cimiano, Antje Schultz, Sergej Sizov, Philipp Sorg, Steffen Staab

JAIR 2005 Learning Concept Hierarchies from Text Corpora Using Formal Concept Analysis Philipp Cimiano, Andreas Hotho, Steffen Staab

IJCAI 2003 Engineering a Complex Ontology with Time Jorge Santos, Steffen Staab

AAAI 2000 AI for the Web - Ontology-Based Community Web Portals Steffen Staab, Jürgen Angele, Stefan Decker, Michael Erdmann, Andreas Hotho, Alexander Maedche, Hans-Peter Schnurr, Rudi Studer, York Sure

IJCAI 1999 Scalable Temporal Reasoning Steffen Staab, Udo Hahn

IJCAI 1997 "Tall", "Good", "High" - Compared to What? Steffen Staab, Udo Hahn

AAAI 1997 Comparatives in Context Steffen Staab, Udo Hahn