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2026

Publications 2026

Tractability via Low Dimensionality: The Parameterized Complexity of Training Quantized Neural Networks

R. Ganian, F. Sommer, M. Sorge - in Proceedings of the 14th International Conference on Learning Representations, ICLR 2026 - 19 May 2026, openreview.net

On the Historic Roots of Agentic AI in Semantic Web Services

A. Polleres, F. Bauer, D. Dobriy, T. Käfer, L. Kubelka, A. Harth, T. Wehr - 2026 - aic.ai.wu.ac.at

Modeling State Causality in Energy Centred Cyber-Physical-Human Systems With OntoUML

M. Bilal, K. Ehrenmüller, G. Steindl, Z. Zheng, S. Ahmetaj, A. Soylu, E. Sallinger, W. Kastner - IEEE Access, 27 Apr 2026 - ieeexplore.ieee.org

WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling

A. Fürst, M. Aich, F. Sestak, C. Ruiz-Gonzalez, N. Boers, J. Brandstetter - in Proceedings of the ICLR 2026 Workshop on Foundation Models for Science: Real-World Impact and Science-First Design, 26 Apr 2026 - openreview.net

MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents

L. Aichberger, A. Paren, G. Li, P. Torr, Y. Gal, A. Bibi - in Proceedings of the 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025) - 21 Apr 2026, openreview.net

Explainably Safe Reinforcement Learning

S. Rieder, S. Pranger, D. Chakraborty, J. Kretinsky, B. Könighofer - in Proceedings of the 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025) - 21 Apr 2026, openreview.net

Integrating Column Generation and Large Neighborhood Search for Bus Driver Scheduling with Complex Break Constraints

L. Kletzander, T.M. Mazzoli, N. Musliu, P. Van Hentenryck - Journal of Artificial Intelligence Research, 20 Apr 2026 - jair.org

The effect of the fitness gradient on fixation probability

J. Svoboda, H. Nemati, J. Tkadlec, K. Kaveh, K. Chatterjee - Nature Communications, 17 Apr 2026 - nature.com

QSOLE: Automatic QBF Equivalence Checking

P. Pfeiffer, M. Peyrer, D. Große, M. Seidl - in Proceedings of International Conference on Tools and Algorithms for the Construction and Analysis of Systems, 16 Apr 2026 - Springer

Fedivertex: a Graph Dataset based on Decentralized Social Media

M. Damie, E. Cyffers - Proceedings of the ACM Web Conference 2026, 12 Apr 2026 - dl.acm.org

Minimax-Optimal Aggregation for Density Ratio Estimation

L. Gruber, M. Holzleitner, S. Hochreiter, W. Zellinger - in Proceedings of the 14th Conference on Learning Representations, 11 Apr 2026 - openreview.net

Test-Time Adaptation of High-Dimensional Simulation Surrogates via D-Optimal Statistics

A. Zimmel, P. Setinek, G. Galletti, J. Brandstetter, W. Zellinger - Third Workshop on Test-Time Updates, TTU at ICLR 2026 - 5 Apr 2026, openreview.ne

POLY-SIM: Polyglot Speaker Identification with Missing Modality Grand Challenge 2026 Evaluation Plan

M. Moscati, M.S. Saeed, M. Zanoni, M. Noman, R.K. Das, M. Swain, Y. Hou, E. Andre, K.M. Malik, M. Schedl, S. Nawaz - Grand challenge at ACM MM 2026, 3 Apr 2026, openreview.com

Read Between the Tracks: Exploring LLM-driven Intent-based Music Recommendations

A. Hausberger, P. Jósár, M. Schedl - in Proceedings of the 4th Workshop on NLP for Music and Audio (NLP4MusA 2026), 28 March 2026 - aclanthology.org

Framing of health-related narratives in conspiracy versus mainstream media

M. Reiter-Haas, B. Klösch, M. Hadler, E. Lex - Behavioral Science & Policy, 25 March 2026 - journals.sagepub.com

Leveraging Neurosymbolic AI for Slice Discovery

M. Collevati, T. Eiter, N. Higuera - Neurosymbolic Artificial Intelligence, Volume 2, 24 March 2026 - journals.sagepub.com

REFLECT: Tutorial on Reflecting on Bias in LLMs through Human-Centered Perspectives

A. Tommasel, M. Schedl, R. Hertwig - Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, 22 March 2026 - dl.acm.org

Digitising Death: Benchmarking Genealogical Data and Recovering Women’s Histories in Early Modern Ireland

B.A. McShane, D. Rincon-Yanez, F. Vanden Borre, J. Ohlmeyer, D. O’Sullivan - Journal of Open Humanities Data, Vol. 12, 16 March 2026 - reference-global.com

Under-Approximating Semantics in Clustered Assumption-Based Argumentation

I. Apostolakis, J.P. Wallner - in Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI-26), 14 March 2026 - ojs.aaai.org

Graph Choosability via SAT: Beyond the Nullstellensatz

M Kirchweger, T Peitl, D Seka, S Szeider - in Proceedings of the AAAI Conference on Artificial Intelligence, 14 March 2026 - ojs.aaai.org

LLMs on the Rise: Neuro-Symbolic AI for Knowledge Graph Construction in Manufacturing

W.J. Schmidt, D. Rincon-Yanez, E. Kharlamov, A. Paschke - IEEE access, 25 Feb 2026 - ieeexplore.ieee.org

Computing Twin-Width via Treedepth and Vertex Integrity

R. Ganian, M. Rocton - in Proceedings of the 43rd International Symposium on Theoretical Aspects of Computer Science (STACS 2026) - 25 Feb 2026 - drops.dagstuhl.de

A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks

M. Baronig, Y. Bahariasl, O. Özdenizci, R. Legenstein - in Neuromorphic Computing and Engineering, 17 Feb 2026 - iopscience.iop.org

Multi-Label Cardinality-Incremental Learning

L.A. Farthofer, M. Masana - 29th Computer Vision Winter Workshop Jindrichuv Hradec, Czech Republic, Feb 2026, cmp.felk.cvut.cz

ASIDE: Architectural Separation of Instructions and Data in Language Models

E. Zverev, E. Kortukov, A. Panfilov, S. Tabesh, A. Volkova, S. Lapuschkin, W. Samek, C. H. Lampert - ICLR 2025 Workshop on Building Trust in Language Models and Applications, 26 Jan 2026 - openreview.net

A matheuristic for solving the single row facility layout problem

T. Pammer, M. Sinnl - Computers & Operations Research, 21 Jan 2026 - Elsevier

A Quasi-Polynomial Time Algorithm for 3-Coloring Circle Graphs

R. Ganian, D. Lokshtanov, V. Surianarayanan - in Proceedings of the 2026 SIAM Symposium on Simplicity in Algorithms (SOSA), Jan 2026 - SIAM

Embeddings for Post-training Knowledge

S. Hansel, E. Kobler, A. Effland - in Proceedings Pattern Recognition: 47th DAGM German Conference, DAGM GCPR 2025, 2026 - books.google.com

Explanatory Interactive Machine Learning for Bias Mitigation in Visual Gender Classification

N.Q. Satriani, D. Slijepčević, M. Schedl, M. Zeppelzauer - 2025 International Conference on Content-Based Multimedia Indexing (CBMI), 2025 - 20 Jan 2026, ieeexplore.ieee.org

The Task Assignment Problem for Safety-Critical Networks Considering Communication and Criticality

F. Wotawa, J. Proenza, M.A. Barranco, A. Ballesteros - ConfWS’25: 27th International Workshop on Configuration, 2025 - 15 Jan 2026, ceur-ws.org

Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes

A. Habring, A. Falk, M. Zach, T. Pock - SIAM Journal on Imaging Sciences, 2026 - SIAM

T-norm Selection for Object Detection in Autonomous Driving with Logical Constraints

T. Eiter, N.H. Ruiz, K. Inoue, S. Moriyama - 39th Conference on Neural Information Processing Systems (NeurIPS 2025) - 4 Jan 2026, openreview.net

FedPCE: Federated Personalized Client Embeddings for Post-training Knowledge Distillation

S. Hansel, E. Kobler, A. Effland - in Proceedings of DAGM German Conference on Pattern Recognition 2025, 2 Jan 2026 - Springer

Mind the Gap: Urban-Rural Disparities in Wheelchair Accessibility for POI Recommendations

G. Mayr, M. Reiter-Haas, E. Lex - Proceedings: International Workshop on Recommender Systems for Sustainability and Social Good, 2025 / 2 Jan 2026 - Springer

(status: 6 May, 2026)


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