Fachbereich Innovative Combinations and Applications of AI and ML (iCAIML)

Organization Name (de) Name der Organisation (de)
E056-23 - Fachbereich Innovative Combinations and Applications of AI and ML (iCAIML)
 
Code Kennzahl
E056-23
 
Type of Organization Organisationstyp
Division
Parent OrgUnit Übergeordnete Organisation
 
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Results 1-100 of 310 (Search time: 0.001 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Ahmad, Sabtain ; Schneidergruber, Thomas ; Brandic, Ivona ; Scholz, Johannes On-Device Federated Learning for Remote Alpine Livestock MonitoringInproceedings Konferenzbeitrag 23-Aug-2026
2Gaspers, Serge ; Szeider, Stefan Backdoors to satisfaction continuedArticle Artikel May-2026
3Bilal-2026-IEEE Access-vor.pdf.jpgBilal, Mohammad ; Ehrenmüller, Katrin ; Steindl, Gernot ; Zheng, Zhuoxun ; Ahmetaj, Shqiponja ; Soylu, Ahmet ; Sallinger, Emanuel ; Kastner, Wolfgang Modeling State Causality in Energy Centred Cyber-Physical-Human Systems With OntoUMLArticle Artikel 22-Apr-2026
4Kraushofer, Florian ; Syböck, Alexander ; Haager, Lena ; Sombut, Panukorn ; Rafsanjani Abbasi, Ali ; Buchner, Florian ; Lewis, Faith Julia ; Eder, Moritz Maximilian Joachim ; Pavelec, Jiri ; Rheinfrank, Erik Hermann ; Franceschi, Giada ; Birschitzky, Viktor ; Riva, Michele ; Meier, M. ; Franchini, Cesare ; Schmid, Michael ; Diebold, Ulrike ; Madsen, Georg Kent Hellerup ; Parkinson, Gareth Stability of Model Single-Atom Catalysts in Realistic ConditionsPresentation Vortrag20-Apr-2026
5Dolci-2026-Towards LLM-KG Symbiosis for Reducing Factual Hallucinations-vor.pdf.jpgDolci, Tommaso ; Jovanovik, Milos ; Hose, Katja Towards LLM-KG Symbiosis for Reducing Factual HallucinationsInproceedings Konferenzbeitrag 9-Apr-2026
6Jovanovik, Milos ; Vecovska, Marija ; Jakubowski, Maxime ; Hose, Katja RDFGraphGen: An RDF Graph Generator Based on SHACL ShapesInproceedings Konferenzbeitrag 1-Apr-2026
7Patricolo, Miriam ; Vilardi, Demetrio ; Andergassen, Sabine ; Forni, Paulo Functional renormalization group treatment of the spiral phasePresentation Vortrag16-Mar-2026
8Fraboulet, Kilian ; Al-Eryani, Aiman ; Gievers, Marcel Stefan ; Heinzelmann, Sarah ; Krien, Friedrich ; Andergassen, Sabine Competing instabilities for models with non-local and retarded interactions: a functional renormalization group perspectivePresentation Vortrag9-Mar-2026
9Puchhammer, Patricia ; Wilms, Ines ; Filzmoser, Peter Sparse outlier-robust PCA for multi-source dataArticle Artikel Feb-2026
10de Colnet, Alexis ; Ordyniak, Sebastian ; Szeider, Stefan OBDDs, SDDs, and circuits of bounded width: Completeness mattersArticle Artikel Feb-2026
11Vujovic, Milica ; Kevdzija, Maja ; Neuhauser, Friedrich ; Fellinger, Matthäus Investigating the influence of the physical environment on psychiatric nurses wellbeing and professional interactions: A convergent parallel mixed-method study protocolArticle Artikel 15-Jan-2026
12Adel-2026-Physical Chemistry Chemical Physics-vor.pdf.jpgAdel, Alexander ; Wanzenböck, Ralf ; Madsen, Georg K. H. Completing the hierarchy of rotational defects in monolayer MoS₂ through symmetry-aware evolutionary searchArticle Artikel 14-Jan-2026
13Wieser-2025-Journal of Chemical Theory and Computation-vor.pdf.jpgWieser, Sandro ; Cen, Yu-Jie ; Madsen, Georg K. H. ; Carrete, Jesús Accelerating First-Principles Molecular-Dynamics Thermal Conductivity Calculations for Complex SystemsArticle Artikel 13-Jan-2026
14Atzeni, Paolo ; Baldazzi, Teodoro ; Bellomarini, Luigi ; Laurenza, Eleonora ; Sallinger, Emanuel Semantic-aware query answering with Large Language ModelsArticle Artikel Jan-2026
15Ordyniak, Sebastian ; Paesani, Giacomo ; Rychlicki, Mateusz ; Szeider, Stefan A General Theoretical Framework for Learning Smallest Interpretable ModelsArticle Artikel Jan-2026
16Da Ros, Francesca ; Di Gaspero, Luca ; Lackner, Marie-Louise ; Musliu, Nysret ; Winter, Felix Corrigendum to “Multi-neighborhood simulated annealing for the oven scheduling problem” [Comput. Oper. Res. 177 (2025) 106999]Article Artikel Jan-2026
17Hensel, Michael U. ; Geldermans, Bob ; Hensel, Defne Sunguroğlu ; Vujovic, Milica Restructuring material thinking : Material and Data in Architecture and Urban ScalesBook Buch2026
18Van Nguyen, Phuoc-Chung ; To, Van-Thinh ; Nguyen Tran, Ngoc-Vi ; Phan, Tieu-Long ; Truong, Tuyen Ngoc ; Gärtner, Thomas ; Merkle, Daniel ; Stadler, Peter F. SynCat: molecule-level attention graph neural network for precise reaction classificationArticle Artikel 2026
19Gjergji, Ida ; Kletzander, Lucas ; Musliu, Nysret Large neighborhood search and hyper-heuristics for the capacitated p-median problemArticle Artikel 2026
20Egenlauf, Patrick ; Březinová, Iva ; Andergassen, Sabine ; Klopotek, Miriam Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equationsArticle Artikel 2026
21Musliu, Nysret ; Grasmann, Lukas A System Prototype for Food Sales Forecasting and Optimization to Reduce Food Waste for Short-Shelf-Life ProductsInproceedings Konferenzbeitrag 2026
22Tscheppe, Patrick ; Klett, Marcel ; Menke, Henri ; Andergassen, Sabine ; Enderlein, Niklas ; Hansmann, Philipp ; Schäfer, Thomas Coherent cellular dynamical mean-field theory: a real-space quantum embedding approach to disorder in strongly correlated electron systemsArticle Artikel 29-Dec-2025
23Ciabattoni, Agata ; Dik, Josephine Femke ; Lorini, Emiliano ; Pichler, Dominik ; Rozplokhas, Dmitrii From Explicit Allowances to Defeasible Deontic Operators: A Modal ViewInproceedings Konferenzbeitrag 15-Dec-2025
24Szeider, Stefan Selbstreflektierende KIPresentation Vortrag15-Dec-2025
25Patricolo, Miriam ; Forni, Paolo ; Andergassen, Sabine ; Vilardi, Demetrio Functional Renormalization Group Treatment of the Spiral PhasePresentation Vortrag8-Dec-2025
26Zamyatin, Anton ; Indri, Patrick ; Malhotra, Sagar ; Gärtner, Thomas Is BatchEnsemble a Single Model? On Calibration and Diversity of Efficient EnsemblesPresentation Vortrag6-Dec-2025
27Ranner, Thomas ; Zhu, Qianteng ; Aarts, Gert ; Ipp, Andreas ; Müller, David ; Wang, Lingxiao ; Wang, Wei Diffusion Models for U(2) and SU(2) lattice field theoryPresentation Vortrag3-Dec-2025
28Ballester Campos, Irene Audio-Visual Open-Vocabulary Egocentric Spatio-Temporal Action Localization with NeRFsPresentation Vortrag2-Dec-2025
29Gerhaher, Anna Charlotte ; Sulpizio, Giustino ; Jorner, Kjell ; Heid, Esther Carina CGR-SMILES: A Compact and Universal Sequence Representation for Chemical Reaction ModelingPresentation Vortrag2-Dec-2025
30Heid, Esther Reactivity Without Borders: A Multilingual AI for ChemistryPresentation Vortrag1-Dec-2025
31Galustian-2025-Digital Discovery-vor.pdf.jpgGalustian, Leonard ; Mark, Konstantin ; Karwounopoulos, Johannes ; Kovar, Maximilian P.-P. ; Heid, Esther GoFlow: efficient transition state geometry prediction with flow matching and E(3)-equivariant neural networksArticle Artikel 1-Dec-2025
32Salampasis, Michail ; Kamateri, Eleni ; Stamatis, Vasileios ; Lupu, Mihai ; Hanbury, Allan ; Piroi, Florina Towards a new paradigm for patent experimentation: WPI+Article Artikel Dec-2025
33Mayrhofer, Marcus Robust Explainable Multivariate and Matrix-variate Data AnalysisPresentation Vortrag26-Nov-2025
34Heid, Esther Uncertainty and error quantification in machine learning potentialsInproceedings Konferenzbeitrag26-Nov-2025
35Buraglio, Giovanni ; Dvorak, Wolfgang ; Woltran, Stefan On Strong Equivalence Notions in Logic Programming and Abstract ArgumentationInproceedings Konferenzbeitrag 25-Nov-2025
36Beiser, Alexander ; Martinelli, Flavio ; Gerstner, Wulfram ; Brea, Johanni Data Augmentation Techniques to Reverse-Engineer Neural Network Weights from Input-Output QueriesPreprint Preprint25-Nov-2025
37Beiser, Alexander ; Hecher, Markus ; Woltran, Stefan Automated Hybrid Grounding Using Structural and Data-Driven HeuristicsPresentation Vortrag24-Nov-2025
38Mayrhofer, Marcus Robust Explainable Multivariate and Matrix-variate Data AnalysisPresentation Vortrag18-Nov-2025
39Ielo, Laura ; Heinzle, Samuel ; Perona, Cecilia ; Heid, Esther Carina ; Bica-Schröder, Katharina AI-Guided Design of Rpn10 Inhibitors for the Treatment of Multiple MyelomaPresentation Vortrag17-Nov-2025
40Puchhammer, Patricia Robust multi-group Gaussian Mixture Modelling in the presence of cellwise outliersPresentation Vortrag16-Nov-2025
41Morello, Yoann ; Ciabattoni, Agata A Bayesian View of the Result ModelInproceedings Konferenzbeitrag 12-Nov-2025
42Neufeld, Emery ; Ciabattoni, Agata ; Tulcan, Radu Florin Combining MORL with Restraining Bolts to Learn Normative BehaviourInproceedings Konferenzbeitrag 12-Nov-2025
43Benson, Juliane ; Zeh, Katharina ; Essfors, Hannes Nils Hampus ; Fellner, Hannes ; Neidhardt, Julia ; Baumann, Andreas Linguistic Diversity and Digitalization: An Ambivalent RelationshipInproceedings Konferenzbeitrag 12-Nov-2025
44Hagedorn, Ludger ; Schmid, Ute ; Woltran, Stefan Digital Humanism : First Interdisciplinary Science and Research Conference, DIGHUM 2025, Vienna, Austria, November 20–21, 2025, ProceedingsProceedings Tagungsband 12-Nov-2025
45Staudinger, Moritz ; Kusa, Wojciech ; Cancellieri, Matteo ; Pride, David ; Knoth, Petr ; Hanbury, Allan Compare: A Framework for Scientific ComparisonsInproceedings Konferenzbeitrag 10-Nov-2025
46Gjergji, Ida ; Kletzander, Lucas ; Bierlee, Hendrik ; Musliu, Nysret ; Stuckey, Peter J. A Consecutive Flight Leg Model for the Aircraft Maintenance Routing ProblemPresentation Vortrag10-Nov-2025
47Ahmeti, Arben ; Musliu, Nysret Hybridizing constraint programming and meta-heuristics for multi-mode resource-constrained multiple projects scheduling ProblemArticle Artikel Nov-2025
48Patrignani, Luca ; Laurenza, Eleonora ; Sallinger, Emanuel ; Vlad, Adriano ; Gaudenzi, Paolo SpaceKG: Towards exploiting Knowledge Graphs in space systemsArticle Artikel Nov-2025
49Pachinger, Pia ; Goldzycher, Janis ; Planitzer, Anna M. ; Neidhardt, Julia ; Hanbury, Allan A Disaggregated Dataset on English Offensiveness Containing SpansInproceedings KonferenzbeitragNov-2025
50Ti-2025-Physical Review Materials-vor.pdf.jpgTi, Zhuoyang ; Carrete, Jesús ; Li, Jingyu ; Zhang, Yongsheng ; Madsen, Georg K. H. Influence of point defects on thermal conductivity in TiFeₓNi₁₋ₓSb alloysArticle Artikel Nov-2025
51Voboril, Florentina ; Peruvemba Ramaswamy, Vaidyanathan ; Szeider, Stefan Generating Streamlining Constraints with Large Language ModelsArticle Artikel 29-Oct-2025
52Bellomarini, Luigi ; Blasi, Livia ; Nissl, Markus ; Sallinger, Emanuel The Temporal Vadalog SystemInproceedings Konferenzbeitrag 13-Oct-2025
53Weinbauer, Klaus ; Phan, Tieu-Long ; Stadler, Peter F. ; Gärtner, Thomas ; Malhotra, Sagar Prime Implicant Explanations for Reaction Feasibility PredictionPreprint Preprint10-Oct-2025
54Gjergji, Ida ; Kletzander, Lucas ; Musliu, Nysret ; Schaerf, Andrea ; Smith-Miles, Kate Investigating the Capacitated Facility Location Problem with Customer Incompatibilities Using Instance Space AnalysisPresentation Vortrag1-Oct-2025
55Erhard, Linus Carl ; Schörghuber, Johannes ; Comas-Vives, Aleix ; Madsen, Georg Kent Hellerup Active learning of rough copper-water interface potentialsPresentation VortragOct-2025
56Filzmoser, Peter Statistical aspects in the analysis of high-dimensional (mass) spectral dataPresentation Vortrag26-Sep-2025
57Ciabattoni, Agata ; Lang, Timo ; Ramanayake, Revantha Analytic Proofs for Tense LogicInproceedings Konferenzbeitrag 25-Sep-2025
58Heid, Esther Carina Uncertain Foundation Models for Complex Surface ReconstructionsPresentation Vortrag24-Sep-2025
59Rippberger Fonseca, Maria De Los Angeles Gwendolyn Aglae ; Neidhardt, Julia Comparative Analysis of Fashion Captioning for Multimodal Fashion RecommendationPresentation Vortrag22-Sep-2025
60Heid, Esther Carina Predictive and Generative AI for Chemical ReactionsPresentation Vortrag15-Sep-2025
61Indri, Patrick ; Drucks, Tamara ; Gärtner, Thomas Private and Expressive Graph RepresentationsPresentation Vortrag15-Sep-2025
62Sandrock, Christoph ; Lüderssen, Sebastian Johannes ; Thiessen, Maximilian ; Gärtner, Thomas Efficient Minimization of Peakless Functions on Bounded-degree GraphsPresentation Vortrag15-Sep-2025
63Kanatbekova, Meerzhan ; De Maio, Vincenzo ; Brandic, Ivona Qubit-Efficient QUBO Formulation for Constrained Optimization ProblemsPreprint Preprint9-Sep-2025
64Thain, Douglas ; Nabrzyski, Jarek ; Brandic, Ivona ; Wisniewski, Robert HPDC '25: Proceedings of the 34th International Symposium on High-Performance Parallel and Distributed ComputingProceedings Tagungsband 9-Sep-2025
65Neidhardt, Julia ; Kuflik, Tsvi ; Livne, Amit ; Zanker, Markus ; Wörndl, Wolfgang Workshop on Recommenders in Tourism (RecTour) 2025Inproceedings Konferenzbeitrag 7-Sep-2025
66Kolb, Thomas Elmar ; Wagne, Ahmadou ; Banerjee, Ashmi ; Nazary, Fatemeh ; Neidhardt, Julia ; Deldjoo, Yashar ; Di Noia, Tommaso A Tutorial on Recent Advances in Generative Conversational Recommender SystemsInproceedings Konferenzbeitrag 7-Sep-2025
67Unglert, Nico ; Livia Bartók-Pártay ; Madsen, Georg Kent Hellerup Replica Exchange Nested SamplingPresentation Vortrag5-Sep-2025
68Heid, Esther Carina How to Encode Chemistry: Graph Models for Molecule and Reaction AIPresentation Vortrag4-Sep-2025
69Aspermair, Patrik ; Bintinger, Johannes ; Brandstätter, Klara ; Rosenberg, Erwin ; Heid, Esther ; Errhalt, Peter Digitale Spürnase - wie Handys das Riechen lernenSpecial Contribution Spezialbeitrag4-Sep-2025
70Szeider, Stefan Neural Meets Symbolic: Synergies Between Language Models and Constraint ReasoningPresentation Vortrag3-Sep-2025
71Mayrhofer, Marcus Robustness and explainable outlier detection for multivariate, matrix-variate, and functional settingsPresentation Vortrag2-Sep-2025
72Monti-2025-Bioinformatics-am.pdf.jpgMonti, Gianna Serafina ; Pujolassos, Meritxell ; Calle Rosingana, Malu ; Filzmoser, Peter Robust multivariate regression controlling false discoveries for microbiome dataArticle Artikel Sep-2025
73Jendal, Theis E. ; Lissandrini, Matteo ; Dolog, Peter ; Hose, Katja Handling new users and items: a comparative study of inductive recommendersArticle Artikel Sep-2025
74De Landsheere, Jasper ; Karwounopoulos, Johannes ; Gerhaher, Anna Charlotte ; Galustian, Leonard ; Kovar, Maximilian Peter-Paul ; Zamyatin, Anton ; Mark, Konstantin Alexander ; Ganser, Leon ; Gstöttenmayr, Stephanie ; Teis Hannah ; Zeller Benjamin ; Heid, Esther Carina Deep Learning for Chemical Reactions: Activation Energy PredictionPresentation VortragSep-2025
75Doloszeski, Eva ; Wanzenböck, Ralf ; Madsen, Georg Kent Hellerup Neural Network–Backed Evolutionary Search for Novel (2×4) SrTiO3 (110) Surface Reconstructions from Random Initial StructuresPresentation VortragSep-2025
76Burke, Robin ; Adomavicius, Gediminas ; Bogers, Toine ; Di Noia, Tommaso ; Kowald, Dominik ; Neidhardt, Julia ; Özgöbek, Özlem ; Pera, Maria Soledad ; Tintarev, Nava ; Ziegler, Jürgen De-centering the (Traditional) user: Multistakeholder evaluation of recommender systemsArticle Artikel Sep-2025
77Ciabattoni, Agata ; Rozplokhas, Dmitrii ; Tesi, Matteo GL-Based Calculi for PCL and Its Deontic CousinInproceedings Konferenzbeitrag 29-Aug-2025
78Zilk, Felix ; Tundo, Alessandro ; De Maio, Vincenzo ; Brandic, Ivona Breaking Down Quantum Compilation: Profiling and Identifying Costly PassesInproceedings Konferenzbeitrag 27-Aug-2025
79Manduchi, Laura ; Meister, Clara ; Pandey, Kushagra ; Bamler, Robert ; Cotterel, Ryan ; Däubener, Sina ; Fellenz, Sophie ; Fischer, Asja ; Gärtner, Thomas ; Kirchler, Matthias ; Kloft, Marius ; Li, Yingzhen ; Lippert, Christoph ; De Melo, Gerard ; Nalisnick, Eric ; Ommer, Björn ; Ranganath, Rajesh ; Waldron, Maja ; Ullrich, Karen ; Van den Broeck, Guy ; Vogt, Julia E. ; Wang, Yixin ; Wenzel, Florian ; Wood, Frank ; Mandt, Stephan ; Fortuin, Vincent On the Challenges and Opportunities in Generative AIArticle Artikel 22-Aug-2025
80Zamiechowska-2025-CiRi-Engine POI Recommender System for Diverse and Bala...-vor.pdf.jpgZamiechowska, Joanna ; Neidhardt, Julia ; Wörndl, Wolfgang CiRi-Engine: POI Recommender System for Diverse and Balanced Walking ToursInproceedings Konferenzbeitrag 22-Aug-2025
81Hepp, Sebastian ; Andergassen, Sabine ; Springer, Daniel Machine Learning for Quantum Many-Body Physics: Efficient Representation of Vertex FunctionsPresentation Vortrag20-Aug-2025
82Blohm, Peter ; Indri, Patrick ; Gärtner, Thomas ; Malhotra, Sagar Probably Approximately Global Robustness CertificationInproceedings Konferenzbeitrag16-Aug-2025
83Unglert-2025-Journal of Chemical Theory and Computation-vor.pdf.jpgUnglert, N. ; Pártay, L. B. ; Madsen, G. K. H. Replica Exchange Nested SamplingArticle Artikel 12-Aug-2025
84Szeider, Stefan Neural Meets Symbolic: Synergies Between Language Models and Constraint ReasoningPresentation Vortrag11-Aug-2025
85Nagler, Fabian ; Musliu, Nysret ; Winter, Felix Solution Approaches for the Balanced Task Planning ProblemInproceedings Konferenzbeitrag 11-Aug-2025
86Voboril, Florentina ; Peruvemba Ramaswamy, Vaidyanathan ; Szeider, Stefan Balancing Latin Rectangles with LLM-Generated StreamlinersInproceedings Konferenzbeitrag 8-Aug-2025
87Zhang, Tianwei ; Szeider, Stefan The 3-Decomposition Conjecture: A SAT-Based Approach with Specialized PropagatorsInproceedings Konferenzbeitrag 8-Aug-2025
88Schidler, André ; Szeider, Stefan Analyzing Reformulation Performance in Core-Guided MaxSAT SolvingInproceedings Konferenzbeitrag 7-Aug-2025
89Szeider, Stefan Bridging Language Models and Symbolic Solvers via the Model Context ProtocolInproceedings Konferenzbeitrag 7-Aug-2025
90Szeider, Stefan SAT Modulo Symmetries: A SurveyPresentation Vortrag2-Aug-2025
91Szeider, Stefan SAT Modulo Symmetries: A SurveyInproceedings Konferenzbeitrag2-Aug-2025
92Bellomarini, Luigi ; Gentili, Andrea ; Magnanimi, Davide ; Sallinger, Emanuel Vadacode: A Logician-Friendly IDE for Datalog±Article Artikel 1-Aug-2025
93Pachinger, Pia ; Planitzer, Anna Maria ; Neidhardt, Julia ; Hanbury, Allan ; Lecheler, Sophie Alignment by Disagreement? Toward Investigating LLMs’ Adaptation to Personal and Sociodemographic Variability in the Perception of ToxicityPresentation Vortrag1-Aug-2025
94Facevicova-2025-Statistical Analysis and Data Mining-vor.pdf.jpgFačevicová, Kamila ; Filzmoser, Peter ; Hron, Karel Correspondence analysis from the viewpoint of compositional tablesArticle Artikel Aug-2025
95Mai, Xinghong ; Wang, Zhao ; Pan, Lijun ; Schörghuber, Johannes ; Kovács, Péter ; Carrete, Jesús ; Madsen, Georg Kent Hellerup Computing anharmonic infrared spectra of polycyclic aromatic hydrocarbons using machine learning molecular dynamicsArticle Artikel Aug-2025
96Ketter, Michael ; Heid, Esther ; Madsen, Georg Kent Hellerup Search for reactive saddle points via importance resamplingInproceedings KonferenzbeitragAug-2025
97Unglert, Nico ; Livia Bartók-Pártay ; Madsen, Georg Kent Hellerup Replica Exchange Nested SamplingInproceedings KonferenzbeitragAug-2025
98Doloszeski, Eva ; Wanzenböck, Ralf ; Madsen, Georg Kent Hellerup Neural Network–Backed Evolutionary Search for Novel (2×4) SrTiO3 (110) Surface Reconstructions from Random Initial StructuresInproceedings KonferenzbeitragAug-2025
99Ganepola Achchige, Koumudi Yasara Ganepola Provenance of Property GraphsPresentation Vortrag28-Jul-2025
100De Maio, Vincenzo ; Brandic, Ivona ; Deelman, Ewa ; Cito, Jürgen The Road to Hybrid Quantum Programs: Characterizing the Evolution from Classical to Hybrid Quantum SoftwareInproceedings Konferenzbeitrag 28-Jul-2025