Publications

Yuqicheng Zhu, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Evgeny Kharlamov, und Steffen Staab. Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, und Mohammad Taher Pilehvar (Hrsg.), Findings of the Association for Computational Linguistics, ACL 2025, 4145--4167, Association for Computational Linguistics, Juli 2025. [PUMA: ki] URL

Cosimo Gregucci, Bo Xiong, Daniel Hernandez, Lorenzo Loconte, Pasquale Minervini, Steffen Staab, und Antonio Vergari. Is Complex Query Answering Really Complex?. Forty-Second International Conference on Machine Learning, Juli 2025. [PUMA: ki]

Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab, und Claudia Plant. MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning. Proceedings of the International Conference on Computer Vision, ICCV 2025, Oktober 2025. [PUMA: ki] URL

Osama Mohammed, Jiaxin Pan, Mojtaba Nayyeri, Daniel Hernández, und Steffen Staab. Full-History Graphs with Edge-Type Decoupled Networks for Temporal Reasoning. Proceedings of the 28th European Conference on Artificial Intelligence (ECAI 2025), Oktober 2025. [PUMA: ki]

Nadeen Fathallah, Daniel Hernández, und Steffen Staab. AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code. The 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’25), Oktober 2025. [PUMA: ki] URL

Yi Wang, Corina Dima, und Steffen Staab. WikiMed-DE: Constructing a Silver-Standard Dataset for German Biomedical Entity Linking using Wikipedia and Wikidata. The 4th Wikidata Workshop @ ISWC 2023, 2023. [PUMA: ki] URL

Diellza Elshani, Alessio Lombardi, Daniel Hernandez, Steffen Staab, Al Fisher, und Thomas Wortmann. AEC Co-design workflow for cross-domain querying and reasoning using Semantic Web Technologies. Automation in Construction, (176):106226, 2025. [PUMA: myown peer] URL

Zifeng Ding, Jingcheng Wu, Jingpei Wu, Yan Xia, Bo Xiong, und Volker Tresp. Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs. In Yaser Al-Onaizan, Mohit Bansal, und Yun-Nung Chen (Hrsg.), Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 355--373, Association for Computational Linguistics, 2024. [PUMA: ki] URL

The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part III. In Gianluca Demartini, Katja Hose, Maribel Acosta, Matteo Palmonari, Gong Cheng, Hala Skaf-Molli, Nicolas Ferranti, Daniel Hernández, und Aidan Hogan (Hrsg.), Lecture Notes in Computer Science, (15233)Springer, 2025. [PUMA: proceedings] URL

The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part II. In Gianluca Demartini, Katja Hose, Maribel Acosta, Matteo Palmonari, Gong Cheng, Hala Skaf-Molli, Nicolas Ferranti, Daniel Hernández, und Aidan Hogan (Hrsg.), Lecture Notes in Computer Science, (15232)Springer, 2025. [PUMA: proceedings] URL

The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part I. In Gianluca Demartini, Katja Hose, Maribel Acosta, Matteo Palmonari, Gong Cheng, Hala Skaf-Molli, Nicolas Ferranti, Daniel Hernández, und Aidan Hogan (Hrsg.), Lecture Notes in Computer Science, (15231)Springer, 2025. [PUMA: proceedings] URL

Ali Elhalawati, Anastasia Dimou, Olaf Hartig, und Daniel Hernández. Flexible RML-Based Mapping of Property Graphs to RDF. In Stefania Dumbrava, und Riccardo Tommasini (Hrsg.), Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference (March 25-28, 2025), Barcelona, Spain, CEUR, 2025. [PUMA: myown peer]

Philipp Seifer, Daniel Hernández, Ralf Lämmel, und Steffen Staab. Inferring SHACL Constraints for Results of Composable Graph Queries (Extended Abstract). In Laura Giordano, Jean Christoph Jung, und Ana Ozaki (Hrsg.), Proceedings of the 37th International Workshop on Description Logics (DL 2024), Bergen, Norway, June 18-21, 2024, (3739)CEUR-WS.org, Juni 2024. [PUMA: myown peer] URL

Juan G. Diaz Ochoa, Faizan E. Mustafa, Felix Weil, Yi Wang, Kudret Kama, und Markus Knott. The aluminum standard: using generative Artificial Intelligence tools to synthesize and annotate non-structured patient data. BMC Medical Informatics and Decision Making, (24)1:409--, 2024. [PUMA: ki] URL

Yunjie He, Bo Xiong, Daniel Hernández, Yuqicheng Zhu, Evgeny Kharlamov, und Steffen Staab. DAGE: DAG Query Answering via Relational Combinator with Logical Constraints. THE WEB CONFERENCE 2025, 2025. [PUMA: ki] URL

Daniel Musekamp, Marimuthu Kalimuthu, David Holzmüller, Makoto Takamoto, und Mathias Niepert. Active Learning for Neural PDE Solvers. NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations, Surrogates, and Solvers, 2024. [PUMA: mls] URL

Daniel Musekamp, Marimuthu Kalimuthu, David Holzmüller, Makoto Takamoto, und Mathias Niepert. Active Learning for Neural PDE Solvers. NeurIPS 2024 Workshop on Data-driven and Differentiable Simulations, Surrogates, and Solvers, 2024. [PUMA: mls workshop ki] URL

Andrei Manolache, Dragos Tantaru, und Mathias Niepert. MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning. 2024. [PUMA: mls] URL

Andrei Manolache, Dragos Tantaru, und Mathias Niepert. MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning. 2024. [PUMA: mls workshop ki] URL

Edgar Torres, und Mathias Niepert. Survey: Adaptive Physics-informed Neural Networks. Neurips 2024 Workshop Foundation Models for Science: Progress, Opportunities, and Challenges, 2024. [PUMA: mls] URL