Bilateral Artificial Intelligence
Bilateral Artificial Intelligence
Disciplines
Computer Sciences (100%)
Keywords
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Artificial Intelligence,
Machine Learning,
Symbolic Artificial Intelligence,
Deep Learning,
Neural Networks
The project Bilateral AI aims at lifting artificial intelligence (AI) to the next level. Current AI systems are in a sense narrow. They center on a specific application or task such as object or speech recognition. Our project will combine two of the most important types of AI which have been developed separately so far: symbolic and sub-symbolic AI. While symbolic AI works with clearly defined logical rules, sub-symbolic AI (such as ChatGPT) is based on training a machine with the help of large datasets to create intelligent behavior. This integration, resulting in a Broad AI, is intended to mirror something that humans do naturally: the simultaneous use of cognition and reasoning skills. But what exactly is Broad AI? As opposed to Narrow AI, which is characterized by task specific skills, Broad AI aims at solving a wide array of problems, rather than being limited to a single task or domain. By combining sub-symbolic AI (machine learning, ML) with symbolic AI (knowledge representation and reasoning, KRR), Bilateral AI provides the means to develop the foundations of the capabilities and skill acquisition for problem solving by a Broad AI. Harnessing the full potential of both symbolic and sub-symbolic approaches can open new avenues for AI that are better at solving new problems, adapting to a wide variety of environments, having better reasoning skills, and being more efficient in terms of both computation and data use. These key features allow for a vast range of use cases for Broad AI, starting with drug development and medicine, over planning and scheduling, to autonomous traffic management and recommendation systems. With fairness, transparency, and explainability as top priorities, developing Broad AI is also essential for addressing ethical concerns and ensuring a positive impact on our society. These concerns play a central role as cross-cutting aspect in our project. The Broad AI resulting from the bilateral AI approach would use its own sensory perceptions to perform abstractions and engage in a logical thinking process. The AI could then, for example, organize a trip, minimize carbon emissions, or renovate a house as cost- effectively and ecologically as possible. In other words, AI could perform complex planning taking all aspects into account. Sepp Hochreiter, Director of Research: Broad AI could potentially improve our everyday lives as well as system-relevant aspects and processes - such as energy, transportation and healthcare - by becoming more environmentally sustainable, efficient and resource-friendly.
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Board of Directors (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Director of Research (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Board of Directors (01.10.2024 -)
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Alexander Felfernig, Technische Universität Graz (27.12.2024 -)
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Bettina Könighofer, Technische Universität Graz (27.12.2024 -)
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Elisabeth Lex, Technische Universität Graz (10.6.2024 -)
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Franz Wotawa, Technische Universität Graz (10.6.2024 -)
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Johannes Wallner, Technische Universität Graz (12.9.2024 -)
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Ozan Özdenizci, Technische Universität Graz (7.7.2025 -)
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Robert Peharz, Technische Universität Graz (10.6.2024 -)
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Roman Kern, Technische Universität Graz (12.9.2024 -)
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Thomas Pock, Technische Universität Graz (10.6.2024 -)
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Wolfgang Maass, Technische Universität Graz (10.6.2024 -)
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Emanuel Sallinger, Technische Universität Wien (10.6.2024 -)
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Georg Gottlob, Technische Universität Wien (10.6.2024 -)
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Mantas Simkus, Technische Universität Wien (12.9.2024 -)
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Nysret Musliu, Technische Universität Wien (10.6.2024 -)
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Robert Ganian, Technische Universität Wien (10.6.2024 -)
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Shqiponja Ahmetaj, Technische Universität Wien (12.5.2025 -)
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Silvia Miksch, Technische Universität Wien (10.6.2024 -)
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Stefan Szeider, Technische Universität Wien (10.6.2024 -)
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Stefan Woltran, Technische Universität Wien (10.6.2024 -)
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Thomas Lukasiewicz, Technische Universität Wien (10.6.2024 -)
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Dietmar Jannach, Universität Klagenfurt (10.6.2024 -)
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Elisabeth Oswald, Universität Klagenfurt (10.6.2024 -)
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Konstantin Schekotihin, Universität Klagenfurt (7.7.2025 -)
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Martin Gebser, Universität Klagenfurt (10.6.2024 -)
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Patrick Rodler, Universität Klagenfurt (7.7.2025 -)
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Wolfgang Faber, Universität Klagenfurt (10.6.2024 -)
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Bernhard Klaus Aichernig, Universität Linz (12.5.2025 -)
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Erich Kobler, Universität Linz (12.9.2024 -)
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Gerhard Widmer, Universität Linz (10.6.2024 -)
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Günter Klambauer, Universität Linz (10.6.2024 -)
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Johannes Brandstetter, Universität Linz (12.9.2024 -)
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Johannes Fürnkranz, Universität Linz (10.6.2024 -)
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Markus Schedl, Universität Linz (10.6.2024 -)
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Kurt Hornik, Wirtschaftsuniversität Wien (10.6.2024 -)
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Marta Sabou, Wirtschaftsuniversität Wien (12.9.2024 -)
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Nils Wlömert, Wirtschaftsuniversität Wien (12.9.2024 -)
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Sabrina Kirrane, Wirtschaftsuniversität Wien (10.6.2024 -)
Research Output
- 83 Citations
- 156 Publications
- 4 Policies
- 46 Disseminations
- 2 Scientific Awards
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2025
Title Refining Gelfond Rationality Principle Towards More Comprehensive Foundational Principles for Answer Set Semantics DOI 10.48550/arxiv.2507.01833 Type Preprint Author Eiter T Link Publication -
2025
Title Calibrated Recommendations: Survey and Future Directions DOI 10.48550/arxiv.2507.02643 Type Preprint Author Jannach D Link Publication -
2025
Title Better Rates for Private Linear Regression in the Proportional Regime via Aggressive Clipping DOI 10.48550/arxiv.2505.16329 Type Preprint Author Bombari S Link Publication -
2025
Title Attention with Trained Embeddings Provably Selects Important Tokens DOI 10.48550/arxiv.2505.17282 Type Preprint Author Shevchenko A Link Publication -
2025
Title The Third Pillar of Causal Analysis? A Measurement Perspective on Causal Representations DOI 10.48550/arxiv.2505.17708 Type Preprint Author Huang S Link Publication -
2025
Title f4ncgb: High Performance Gröbner Basis Computations in Free Algebras DOI 10.48550/arxiv.2505.19304 Type Preprint Author Heisinger M Link Publication -
2025
Title Logic Gate Neural Networks are Good for Verification DOI 10.48550/arxiv.2505.19932 Type Preprint Author Kresse F Link Publication -
2025
Title Fedivertex: a Graph Dataset based on Decentralized Social Networks for Trustworthy Machine Learning DOI 10.48550/arxiv.2505.20882 Type Preprint Author Cyffers E Link Publication -
2025
Title Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion DOI 10.48550/arxiv.2506.15981 Type Preprint Author Frohmann M Link Publication -
2025
Title A Scalable Hybrid Training Approach for Recurrent Spiking Neural Networks DOI 10.48550/arxiv.2506.14464 Type Preprint Author Bahariasl Y Link Publication -
2025
Title Lower Bound on Howard Policy Iteration for Deterministic Markov Decision Processes DOI 10.48550/arxiv.2506.12254 Type Preprint Author Asadi A Link Publication -
2025
Title SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts DOI 10.48550/arxiv.2506.12007 Type Preprint Author Galletti G Link Publication -
2025
Title pLSTM: parallelizable Linear Source Transition Mark networks DOI 10.48550/arxiv.2506.11997 Type Preprint Author Freinschlag R Link Publication -
2025
Title Rethinking Losses for Diffusion Bridge Samplers DOI 10.48550/arxiv.2506.10982 Type Preprint Author Gruber L Link Publication -
2025
Title Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions DOI 10.48550/arxiv.2505.15579 Type Preprint Author Scott J Link Publication -
2025
Title Quartet: Native FP4 Training Can Be Optimal for Large Language Models DOI 10.48550/arxiv.2505.14669 Type Preprint Author Castro R Link Publication -
2025
Title OnSET: Ontology and Semantic Exploration Toolkit DOI 10.48550/arxiv.2504.08373 Type Preprint Author Innerebner K Link Publication -
2025
Title A matheuristic for solving the single row facility layout problem DOI 10.48550/arxiv.2506.09793 Type Preprint Author Pammer T Link Publication -
2025
Title Optimal Decision Tree Pruning Revisited: Algorithms and Complexity DOI 10.48550/arxiv.2503.03576 Type Preprint Author Harviainen J Link Publication -
2025
Title Epistemic Logic Programs: Non-Ground and Counting Complexity DOI 10.48550/arxiv.2503.04731 Type Preprint Author Eiter T Link Publication -
2025
Title A Minor-Testing Approach for Coordinated Motion Planning with Sliding Robots DOI 10.48550/arxiv.2502.21175 Type Preprint Author Eiben E Link Publication -
2025
Title Extracting Problem Structure with LLMs for Optimized SAT Local Search DOI 10.48550/arxiv.2501.14630 Type Preprint Author Schidler A Link Publication -
2025
Title The Complexity of Extending Fair Allocations of Indivisible Goods DOI 10.48550/arxiv.2503.01368 Type Preprint Author Deligkas A Link Publication -
2025
Title DEALing with Image Reconstruction: Deep Attentive Least Squares DOI 10.48550/arxiv.2502.04079 Type Preprint Author Kobler E Link Publication -
2025
Title Mechanistic PDE Networks for Discovery of Governing Equations DOI 10.48550/arxiv.2502.18377 Type Preprint Author Gavves E Link Publication -
2025
Title Breaking Symmetries in Quantified Graph Search: A Comparative Study DOI 10.48550/arxiv.2502.15078 Type Preprint Author Janota M Link Publication -
2025
Title Generative Topology Optimization: Exploring Diverse Solutions in Structural Design DOI 10.48550/arxiv.2502.13174 Type Preprint Author Radler A Link Publication -
2025
Title Continual Release Moment Estimation with Differential Privacy DOI 10.48550/arxiv.2502.06597 Type Preprint Author Kalinin N Link Publication -
2025
Title The Computational Complexity of Positive Non-Clashing Teaching in Graphs DOI 10.48550/arxiv.2503.07665 Type Preprint Author Ganian R Link Publication -
2025
Title Navigating the Latent Space Dynamics of Neural Models DOI 10.48550/arxiv.2505.22785 Type Preprint Author Fumero M Link Publication -
2025
Title Differentially Private Federated $k$-Means Clustering with Server-Side Data DOI 10.48550/arxiv.2506.05408 Type Preprint Author Lampert C Link Publication -
2025
Title Space-Efficient Parameterized Algorithms on Graphs of Low Shrubdepth DOI 10.1145/3723880 Type Journal Article Author Bergougnoux B Journal ACM Transactions on Computation Theory -
2025
Title Neural sampling from cognitive maps supports goal-directed planning and imagination DOI 10.1101/2025.05.14.654027 Type Preprint Author Lin H -
2025
Title Neural Collapse Beyond the Unconstrained Features Model: Landscape, Dynamics, and Generalization in the Mean-Field Regime DOI 10.48550/arxiv.2501.19104 Type Preprint Author Mondelli M Link Publication -
2025
Title ImageSet2Text: Describing Sets of Images through Text DOI 10.48550/arxiv.2503.19361 Type Preprint Author Galati F Link Publication -
2025
Title Attacking Multimodal OS Agents with Malicious Image Patches DOI 10.48550/arxiv.2503.10809 Type Preprint Author Aichberger L Link Publication -
2025
Title ASIDE: Architectural Separation of Instructions and Data in Language Models DOI 10.48550/arxiv.2503.10566 Type Preprint Author Kortukov E Link Publication -
2025
Title Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD DOI 10.48550/arxiv.2505.12128 Type Preprint Author Kalinin N Link Publication -
2025
Title Risk-aware Markov Decision Processes Using Cumulative Prospect Theory DOI 10.48550/arxiv.2505.09514 Type Preprint Author Brihaye T Link Publication -
2025
Title Differentiable Fuzzy Neural Networks for Recommender Systems DOI 10.48550/arxiv.2505.06000 Type Other Author Bartl S Link Publication -
2025
Title Hybrid Personalization Using Declarative and Procedural Memory Modules of the Cognitive Architecture ACT-R DOI 10.48550/arxiv.2505.05083 Type Other Author Innerebner K Link Publication -
2025
Title Qualitative Analysis of $$-Regular Objectives on Robust MDPs DOI 10.48550/arxiv.2505.04539 Type Preprint Author Asadi A Link Publication -
2025
Title Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs DOI 10.48550/arxiv.2505.03568 Type Preprint Author Afchar D Link Publication -
2025
Title Multiplicative Rewards in Markovian Models DOI 10.48550/arxiv.2504.18277 Type Preprint Author Baier C Link Publication -
2025
Title The Value Problem for Multiple-Environment MDPs with Parity Objective DOI 10.48550/arxiv.2504.15960 Type Preprint Author Chatterjee K Link Publication -
2025
Title Common Foundations for SHACL, ShEx, and PG-Schema DOI 10.48550/arxiv.2502.01295 Type Other Author Ahmetaj S Link Publication -
2025
Title Modeling and Solving the Generalized Test Laboratory Scheduling Problem DOI 10.1007/978-3-031-95973-8_12 Type Book Chapter Author Danzinger P Publisher Springer Nature Pages 188-204 -
2025
Title Advancing spatio-temporal processing through adaptation in spiking neural networks DOI 10.1038/s41467-025-60878-z Type Journal Article Author Baronig M Journal Nature Communications Pages 5776 Link Publication -
2025
Title A Minor-Testing Approach for Coordinated Motion Planning with Sliding Robots DOI 10.4230/lipics.socg.2025.44 Type Conference Proceeding Abstract Author Eiben E Conference LIPIcs, Volume 332, SoCG 2025 Pages 44:1 - 44:15 Link Publication -
2025
Title Hybrid Personalization Using Declarative and Procedural Memory Modules of the Cognitive Architecture ACT-R DOI 10.1145/3708319.3734176 Type Conference Proceeding Abstract Author Innerebner K Pages 349-352 Link Publication -
2025
Title Why Context Matters: Exploring How Musical Context Impacts User Behavior, Mood, and Musical Preferences DOI 10.1145/3699682.3728354 Type Conference Proceeding Abstract Author Hausberger A Pages 352-357 Link Publication -
2025
Title Hybrid AI for Human-Centric Personalization (HyPer) DOI 10.1145/3708319.3727563 Type Conference Proceeding Abstract Author Lex E Pages 336-338 Link Publication -
2025
Title Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs DOI 10.1145/3699682.3728333 Type Conference Proceeding Abstract Author Moscati M Pages 63-72 Link Publication -
2025
Title When is liquid democracy possible? DOI 10.1145/3732772.3733544 Type Conference Proceeding Abstract Author Chatterjee K Pages 241-251 Link Publication -
2025
Title Differentiable Fuzzy Neural Networks for Recommender Systems DOI 10.1145/3708319.3734174 Type Conference Proceeding Abstract Author Bartl S Pages 343-348 Link Publication -
2025
Title (Semantic) Feature Model Differences with (Q)SAT DOI 10.1145/3732771.3742723 Type Conference Proceeding Abstract Author Heisinger S Pages 189-198 Link Publication -
2025
Title StreamLLM: Enhancing Constraint Programming with Large Language Model-Generated Streamliners DOI 10.1109/nse66660.2025.00010 Type Conference Proceeding Abstract Author Voboril F Pages 17-22 -
2025
Title Nuanced Music Emotion Recognition via a Semi-Supervised Multi-Relational Graph Neural Network DOI 10.5334/tismir.235 Type Journal Article Author Moscati M Journal Transactions of the International Society for Music Information Retrieval -
2025
Title Fixed Point Certificates for Reachability and Expected Rewards in MDPs DOI 10.48550/arxiv.2501.11467 Type Preprint Author Chatterjee K Link Publication -
2025
Title Causal Lifting of Neural Representations: Zero-Shot Generalization for Causal Inferences DOI 10.48550/arxiv.2502.06343 Type Preprint Author Cadei R Link Publication -
2025
Title Scale Space and Variational Methods in Computer Vision - 10th International Conference, SSVM 2025, Dartington, UK, May 18-22, 2025, Proceedings, Part I DOI 10.1007/978-3-031-92366-1 Type Book editors Bubba T, Gaburro R, Gazzola S, Papafitsoros K, Pereyra M, Schönlieb C Publisher Springer Nature Switzerland -
2025
Title The Semantic Web - 22nd European Semantic Web Conference, ESWC 2025, Portoroz, Slovenia, June 1-5, 2025, Proceedings, Part I DOI 10.1007/978-3-031-94575-5 Type Book editors Curry E, Acosta M, Poveda-Villalón M, van Erp M, Ojo A, Hose K, Shimizu C, Lisena P Publisher Springer Nature Switzerland -
2025
Title Technical and Regulatory Perspectives on Information Retrieval and Recommender Systems - Fairness, Transparency, and Privacy DOI 10.1007/978-3-031-69978-8 Type Book Author Anelli V Publisher Springer Nature Switzerland -
2025
Title Knowledge Engineering and Knowledge Management - 24th International Conference, EKAW 2024, Amsterdam, The Netherlands, November 26-28, 2024, Proceedings DOI 10.1007/978-3-031-77792-9 Type Book editors Alam M, Rospocher M, van Erp M, Hollink L, Gesese G Publisher Springer Nature Switzerland -
2025
Title The core in Participatory Budgeting can be empty DOI 10.1016/j.econlet.2025.112472 Type Journal Article Author Maly J Journal Economics Letters Pages 112472 -
2025
Title Semantic-Based Data Augmentation for Machine Learning Prediction Enhancement DOI 10.1177/29498732251340160 Type Journal Article Author Ekaputra F Journal Neurosymbolic Artificial Intelligence -
2025
Title Knowledge Graph-Based Reasoning in Large Language Models; In: Handbook on Neurosymbolic AI and Knowledge Graphs DOI 10.3233/faia250219 Type Book Chapter Publisher IOS Press -
2025
Title ASP-Driven Emergency Planning for Norm Violations in Reinforcement Learning DOI 10.1609/aaai.v39i14.33619 Type Journal Article Author Adam S Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title The Complexity of Extending Fair Allocations of Indivisible Goods DOI 10.1609/aaai.v39i13.33502 Type Journal Article Author Deligkas A Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title Breaking Symmetries in Quantified Graph Search: A Comparative Study DOI 10.1609/aaai.v39i11.33223 Type Journal Article Author Janota M Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title Parameterized Complexity of Caching in Networks DOI 10.1609/aaai.v39i11.33221 Type Journal Article Author Ganian R Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title Quantified Linear and Polynomial Arithmetic Satisfiability via Template-based Skolemization DOI 10.1609/aaai.v39i11.33213 Type Journal Article Author Chatterjee K Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title Linear Equations with Min and Max Operators: Computational Complexity DOI 10.1609/aaai.v39i11.33212 Type Journal Article Author Chatterjee K Journal Proceedings of the AAAI Conference on Artificial Intelligence -
2025
Title The Temporal Vadalog System: Temporal Datalog-Based Reasoning DOI 10.1017/s1471068425000018 Type Journal Article Author Bellomarini L Journal Theory and Practice of Logic Programming -
2025
Title OnSET: Ontology and Semantic Exploration Toolkit DOI 10.1145/3726302.3730148 Type Journal Article Author Kantz B Journal Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Informatio Pages 3980-3984 Link Publication -
2025
Title Considering Time and Feature Entropy in Calibrated Recommendations DOI 10.1145/3716858 Type Journal Article Author Da Silva D Journal ACM Transactions on Intelligent Systems and Technology Pages 1-29 Link Publication -
2025
Title Pattern-based engineering of Neurosymbolic AI Systems DOI 10.1016/j.websem.2024.100855 Type Journal Article Author Ekaputra F Journal Journal of Web Semantics Pages 100855 Link Publication -
2025
Title Leveraging Knowledge Graphs for AI System Auditing and Transparency DOI 10.1016/j.websem.2024.100849 Type Journal Article Author Waltersdorfer L Journal Journal of Web Semantics Pages 100849 Link Publication -
2025
Title A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning DOI 10.1038/s41467-024-55563-6 Type Journal Article Author Wu Y Journal Nature Communications Pages 342 Link Publication -
2025
Title MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery DOI 10.1021/acs.jcim.4c02373 Type Journal Article Author Schimunek J Journal Journal of Chemical Information and Modeling Pages 4243-4250 Link Publication -
2025
Title Value Iteration with Guessing for Markov Chains and Markov Decision Processes DOI 10.1007/978-3-031-90653-4_11 Type Book Chapter Author Chatterjee K Publisher Springer Nature Pages 217-236 -
2025
Title ExIM: Exploring Intent of Music Listening for Retrieving User-generated Playlists DOI 10.1145/3698204.3716470 Type Conference Proceeding Abstract Author Hausberger A Pages 348-357 Link Publication -
2025
Title Common Foundations for SHACL, ShEx, and PG-Schema DOI 10.1145/3696410.3714694 Type Conference Proceeding Abstract Author Ahmetaj S Pages 8-21 Link Publication -
2025
Title Towards Improving Automated Testing with GraphWalker DOI 10.1109/icstw64639.2025.10962480 Type Conference Proceeding Abstract Author Koroglu Y Pages 54-58 -
2025
Title A surprising link between cognitive maps, successor-relation based reinforcement learning, and BTSP DOI 10.1101/2025.04.22.650046 Type Preprint Author Yang Y Pages 2025.04.22.650046 Link Publication -
2025
Title OWLstrict: A Constrained OWL Fragment to Avoid Ambiguities for Knowledge Graph Practitioners DOI 10.1007/978-3-031-94578-6_3 Type Book Chapter Author David R Publisher Springer Nature Pages 47-64 -
2025
Title Chameleon: A Multimodal Learning Framework Robust to Missing Modalities DOI 10.1007/s13735-025-00370-y Type Journal Article Author Liaqat M Journal International Journal of Multimedia Information Retrieval Pages 21 -
2025
Title Opportunities for Knowledge Graphs in the AI landscape - An application-centric perspective DOI 10.1016/j.websem.2025.100867 Type Journal Article Author Presutti V Journal Journal of Web Semantics Pages 100867 Link Publication -
2025
Title FERAT: A New Expansion-Based Certification Framework for Quantified Boolean Formulas DOI 10.1145/3672608.3707863 Type Conference Proceeding Abstract Author Simader M Pages 1043-1050 Link Publication -
2025
Title Solution Counts of Some Prominent Quantified Boolean Formulas Families DOI 10.1145/3672608.3707850 Type Conference Proceeding Abstract Author Plank A Pages 1035-1042 Link Publication -
2025
Title Equivariant Bootstrap for Uncertainty Quantification in Image Classification DOI 10.1007/978-3-031-92366-1_17 Type Book Chapter Author Decker A Publisher Springer Nature Pages 214-226 -
2025
Title Behavioral Time Scale Synaptic Plasticity (BTSP) endows Hyperdimensional Computing with attractor features DOI 10.1101/2025.05.15.654220 Type Preprint Author Yu C Pages 2025.05.15.654220 Link Publication -
2025
Title The Massive Problem of Remote Changes in Ontology Reuse DOI 10.1145/3701716.3715478 Type Conference Proceeding Abstract Author Pernisch R Pages 1254-1258 Link Publication -
2025
Title The impact of playlist characteristics on coherence in user-curated music playlists DOI 10.1140/epjds/s13688-025-00531-3 Type Journal Article Author Schweiger H Journal EPJ Data Science Pages 24 Link Publication -
2025
Title Neurons have an inherent capability to learn order relations: A theoretical foundation that explains numerous experimental data DOI 10.1101/2025.03.17.642834 Type Preprint Author Yang Y Pages 2025.03.17.642834 Link Publication -
2024
Title aspmc: New frontiers of algebraic answer set counting DOI 10.1016/j.artint.2024.104109 Type Journal Article Author Eiter T Journal Artificial Intelligence Pages 104109 Link Publication -
2024
Title Content-driven music recommendation: Evolution, state of the art, and challenges DOI 10.1016/j.cosrev.2024.100618 Type Journal Article Author Deldjoo Y Journal Computer Science Review Pages 100618 Link Publication -
2024
Title Scholarly Wikidata: Population and Exploration of Conference Data in Wikidata Using LLMs DOI 10.1007/978-3-031-77792-9_15 Type Book Chapter Author Mihindukulasooriya N Publisher Springer Nature Pages 243-259 -
2024
Title Density amplifiers of cooperation for spatial games DOI 10.1073/pnas.2405605121 Type Journal Article Author Svoboda J Journal Proceedings of the National Academy of Sciences -
2024
Title Introduction to the Special Issue on Trustworthy Recommender Systems DOI 10.1145/3702249 Type Journal Article Author Schedl M Journal ACM Transactions on Recommender Systems Pages 1-8 -
2024
Title Iguanodon: A Code-Breaking Game for Improving Visualization Construction Literacy DOI 10.1109/tvcg.2024.3468948 Type Journal Article Author Adelberger P Journal IEEE Transactions on Visualization and Computer Graphics Pages 1-14 -
2024
Title A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios DOI 10.1145/3640457.3688138 Type Conference Proceeding Abstract Author Ganhör C Pages 380-390 Link Publication -
2024
Title Oh, Behave! Country Representation Dynamics Created by Feedback Loops in Music Recommender Systems DOI 10.1145/3640457.3688187 Type Conference Proceeding Abstract Author Lesota O Pages 1022-1027 Link Publication -
2024
Title ASP-QRAT: A Conditionally Optimal Dual Proof System for ASP DOI 10.24963/kr.2024/24 Type Conference Proceeding Abstract Author Chew L Pages 253-263 -
2024
Title Revisiting Causal Discovery from a Complexity-Theoretic Perspective DOI 10.24963/ijcai.2024/374 Type Conference Proceeding Abstract Author Ganian R Pages 3377-3385 -
2024
Title Explaining Decisions in ML Models: A Parameterized Complexity Analysis DOI 10.24963/kr.2024/53 Type Conference Proceeding Abstract Author Ordyniak S Pages 563-573 -
2024
Title Concurrent Stochastic Games with Stateful-Discounted and Parity Objectives: Complexity and Algorithms DOI 10.4230/lipics.fsttcs.2024.5 Type Conference Proceeding Abstract Author Asadi A Conference LIPIcs, Volume 323, FSTTCS 2024 Pages 5:1 - 5:17 Link Publication -
2024
Title Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation DOI 10.48550/arxiv.2406.16678 Type Preprint Author Frohmann M Link Publication -
2024
Title Explaining Decisions in ML Models: a Parameterized Complexity Analysis DOI 10.48550/arxiv.2407.15780 Type Preprint Author Ordyniak S Link Publication -
2024
Title Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization DOI 10.48550/arxiv.2409.19541 Type Preprint Author Frohmann M Link Publication -
2024
Title Declarative Knowledge Distillation from Large Language Models for Visual Question Answering Datasets DOI 10.48550/arxiv.2410.09428 Type Preprint Author Eiter T Link Publication -
2024
Title Symmetries of Dependency Quantified Boolean Formulas DOI 10.48550/arxiv.2410.15848 Type Preprint Author Hofstadler C Link Publication -
2024
Title Generating Streamlining Constraints with Large Language Models DOI 10.48550/arxiv.2408.10268 Type Preprint Author Ramaswamy V Link Publication -
2024
Title Concurrent Stochastic Games with Stateful-discounted and Parity Objectives: Complexity and Algorithms DOI 10.48550/arxiv.2405.02486 Type Preprint Author Asadi A Link Publication -
2024
Title The Importance of Cognitive Biases in the Recommendation Ecosystem DOI 10.48550/arxiv.2408.12492 Type Preprint Author Lesota O Link Publication -
2024
Title Semantically Diverse Language Generation for Uncertainty Estimation in Language Models DOI 10.48550/arxiv.2406.04306 Type Preprint Author Aichberger L Link Publication -
2024
Title A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments DOI 10.1145/3664647.3688978 Type Conference Proceeding Abstract Author Cai J Pages 11333-11334 -
2024
Title Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization DOI 10.18653/v1/2024.emnlp-main.612 Type Conference Proceeding Abstract Author Frohmann M Pages 10932-10938 -
2024
Title Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation DOI 10.18653/v1/2024.emnlp-main.665 Type Conference Proceeding Abstract Author Frohmann M Pages 11908-11941 -
2024
Title Adaptive large-neighbourhood search for optimisation in answer-set programming DOI 10.1016/j.artint.2024.104230 Type Journal Article Author Eiter T Journal Artificial Intelligence -
2024
Title Value-Positivity for Matrix Games DOI 10.1287/moor.2022.0332 Type Journal Article Author Chatterjee K Journal Mathematics of Operations Research -
2024
Title ASP-QRAT: a Conditionally Optimal Dual Proof System for ASP Type Conference Proceeding Abstract Author Chew L Conference 21st International Conference on Principles of Knowledge Representation and Reasoning Main Track Pages 1-11 Link Publication -
2024
Title Solving Argumentation Problems Using Answer Set Programming with Quantifiers: Preliminary Report Type Conference Proceeding Abstract Author Faber W Conference ASPOCP 2024: 17ℎ Workshop on Answer Set Programming and Other Computing Paradigms, October, 2024, Dallas, USA Pages 1-13 Link Publication -
2024
Title Ontology Corpora for LLM-based Knowledge Engineering Research Type Conference Proceeding Abstract Author Herwanto G B Conference ISWC 2024 Special Session on Harmonising Generative AI and Semantic Web Technologies, November 13, 2024, Baltimore, Maryland Pages 1-6 Link Publication -
2024
Title Benchmarking Ontology Validation Capabilities of LLMs Type Conference Proceeding Abstract Author Herwanto G B Conference ISWC 2024 Special Session on Harmonising Generative AI and Semantic Web Technologies Pages 1-6 Link Publication -
2024
Title The Importance of Cognitive Biases in the Recommendation Ecosystem: Evidence of Feature-Positive Effect, Ikea Effect, and Cultural Homophily Type Conference Proceeding Abstract Author Lesota O Conference IntRS 2024 Interfaces and Human Decision Making for Recommender Systems 2024 Pages 113-123 Link Publication -
2024
Title A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments Type Conference Proceeding Abstract Author Nawaz S Conference MM '24: Proceedings of the 32nd ACM International Conference on Multimedia Link Publication -
2025
Title Reasoning With and About Normative Conflicts Type Conference Proceeding Abstract Author Straßer C Conference Deontic Logic and Normative Systems 17th International Conference, DEON 2025 Pages 46-65 Link Publication -
2025
Title Integrating Action Choices and Well-Founded Semantics for Deontic Planning Type Conference Proceeding Abstract Author Soldà D Conference Deontic Logic and Normative Systems 17th International Conference, DEON 2025 Pages 444-446 Link Publication -
2025
Title Handbook on Neurosymbolic AI and Knowledge Graphs Type Book Author Dalal Abhilekha Publisher IOS Press -
2025
Title Combining MORL with Restraining Bolts to Learn Normative Behaviour Type Conference Proceeding Abstract Author Ciabattoni A Conference IJCAI 2025 Pages 1-9 Link Publication -
2025
Title Refuting Equivalence in Probabilistic Programs with Conditioning Type Conference Proceeding Abstract Author Chatterjee C Conference TACAS 2025 Pages 1-29 Link Publication -
2025
Title Hybrid AI for Human-Centric Personalization (HyPer) Type Conference Proceeding Abstract Author Innerebner K Conference Conference'17, Washington, DC, USA Pages 1-3 Link Publication -
2025
Title When is liquid democracy possible? Type Other Author Chatterjee K Pages 1-21 Link Publication -
2025
Title Knowledge Engineering with Large Language Models: A Capability Assessment in Ontology Evaluation Type Journal Article Author Herwanto G B Journal Semantic Web 0 (0) 1 IOS Press Link Publication -
2025
Title Improving Uncertainty Estimation through Semantically Diverse Language Generation Type Conference Proceeding Abstract Author Aichberger L Conference ICLR 2025 Pages 1-25 Link Publication -
2025
Title From Experts to LLMs: Evaluating the Quality of Automatically Generated Ontologies Type Conference Proceeding Abstract Author Ekaputra F. J. Conference 2nd International Workshop on Evaluation of Language Models in Knowledge Engineering Co-located with the Extended Semantic Web Conference (ESWC 2025) Link Publication -
2025
Title FERAT: A New Expansion-Based Certification Framework for Quantified Boolean Formulas Type Conference Proceeding Abstract Author Rebola-Pardo A Conference SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing Link Publication -
2025
Title Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders Type Conference Proceeding Abstract Author Knoll C Conference 28th International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3/05/25 Link Publication -
2025
Title Partial Pre-Post Code Tree: A Memory-Efficient Tree Structure for Conjunctive Rule Mining Type Conference Proceeding Abstract Author Beck F Conference KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 Link Publication -
2025
Title Tackling Temporal Deontic Challenges with Equilibrium Logic Type Conference Proceeding Abstract Author Cabalar P Conference 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025) Pages 1-9 Link Publication -
2025
Title A Simple Integration of Epistemic Logic and Reinforcement Learning. Type Conference Proceeding Abstract Author Engesser T Conference AAMAS 2025 Link Publication -
2025
Title Adversarially Robust Spiking Neural Networks with Sparse Connectivity Type Conference Proceeding Abstract Author Baronig M Conference Second Conference on Parsimony and Learning (CPAL 2025) Link Publication -
2025
Title Privacy-aware lifelong learning. Type Conference Proceeding Abstract Author Rückert E Conference ICLR 2025 Link Publication -
2025
Title Smart Cubing for Graph Search: A Comparative Study Type Conference Proceeding Abstract Author Kirchweger M Conference CoRR 2025 Pages 1-15 Link Publication -
2025
Title Training One-Dimensional Graph Neural Networks is NP-Hard Type Conference Proceeding Abstract Author Ganian R Conference ICLR 2025 The Thirteenth International Conference on Learning Representations Pages 1-17 Link Publication -
2025
Title Quantified Linear and Polynomial Arithmetic Satisfiability via Template-based Skolemization Type Other Author Chatterjee K Pages 1-13 Link Publication -
2024
Title Song lyrics have become simpler and more repetitive over the last five decades DOI 10.1038/s41598-024-55742-x Type Journal Article Author Parada-Cabaleiro E Journal Scientific Reports Pages 5531 Link Publication -
2024
Title Efficient MedSAMs: Segment Anything in Medical Images on Laptop DOI 10.48550/arxiv.2412.16085 Type Preprint Author Li F Link Publication -
2024
Title Parameterized Complexity of Caching in Networks DOI 10.48550/arxiv.2412.16585 Type Preprint Author Ganian R Link Publication -
2024
Title FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware DOI 10.48550/arxiv.2412.07752 Type Preprint Author Beck M Link Publication -
2024
Title Linear Equations with Min and Max Operators: Computational Complexity DOI 10.48550/arxiv.2412.12228 Type Preprint Author Chatterjee K Link Publication -
2025
Title Privacy for free in the overparameterized regime DOI 10.1073/pnas.2423072122 Type Journal Article Author Bombari S Journal Proceedings of the National Academy of Sciences Link Publication -
2025
Title Route Discovery in Private Payment Channel Networks DOI 10.1007/978-3-031-82349-7_15 Type Book Chapter Author Avarikioti Z Publisher Springer Nature Pages 207-223 -
2025
Title Knowledge graph validation by integrating LLMs and human-in-the-loop DOI 10.1016/j.ipm.2025.104145 Type Journal Article Author Tsaneva S Journal Information Processing & Management Pages 104145 Link Publication -
2025
Title Partial Pre-Post Code Tree: A Memory-Efficient Tree Structure for Conjunctive Rule Mining DOI 10.1145/3690624.3709303 Type Conference Proceeding Abstract Author Huynh V Pages 565-576 Link Publication
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2025
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Title [20250605] Exploring Austria's AI Ecosystem: Global Master's students share strategic insights with BilAI Type Influenced training of practitioners or researchers Link Link -
2025
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Title 17th International Conference on Deontic Logic and normative systems [20250630-0703] Type Influenced training of practitioners or researchers Link Link -
2025
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Title [20250120-0124] OwAW AI Winter School 2025 Type Influenced training of practitioners or researchers Link Link -
2025
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Title [20250707-11] BilAI Summer School Type Influenced training of practitioners or researchers Link Link
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2024
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Title [20241128/29] A Paradigm Shift in Computer Science? Where We are, so far Type Participation in an activity, workshop or similar Link Link -
2025
Title [ongoing] BilAI LLM Lecture Series Type A formal working group, expert panel or dialogue -
2025
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Title [20250311] CAIML Colloqium: "Autonomous AI-Enabled Robots need Ethical Guardrails with Guarantees" Matthias Scheutz, Tufts University, US Type A talk or presentation Link Link -
2025
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Title [20250226] Bilateral AI Kickoff Event Type Participation in an activity, workshop or similar Link Link -
2025
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Title [20250127-0130] CHANGER hosts week of Events, Workshops, and Plenary in Vienna | AT Type Participation in an activity, workshop or similar Link Link -
2025
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Title [20250610] Panel Discussion: "Pioneering Women in CS: Achievements, Challenges, and Future Visions" with Key Researcher Marta Sabou Type A formal working group, expert panel or dialogue Link Link -
2025
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Title [20250616] HyPer Workshop Hybrid AI for Human-Centric Personalization Type Participation in an activity, workshop or similar Link Link -
2025
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Title [20250209] Interview keyresearcher Dan Alistarh for newspaper "Der Standard" about deepseek Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250206] Introducing BilAI on LinkedIn: Engagement Article Type Engagement focused website, blog or social media channel Link Link -
2025
Title [20250612] Workshop "Alles logisch?" Type Participation in an activity, workshop or similar -
2025
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Title [20250630-0703] DEON 2025, The 17th International Conference on Deontic Logic and normative systems Type Participation in an activity, workshop or similar Link Link -
2025
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Title [20250604] Youth Video Competition "Mensch und Maschine im Jahr 2035" Type Participation in an activity, workshop or similar Link Link -
2024
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Title [ongoing] LinkedIn Site Bilateral AI Type Engagement focused website, blog or social media channel Link Link -
2025
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Title [202500626] Press release AiRoV and BilAI Summer School by Partner AAU Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [20241022] Video Portrait about leader Robert Legenstein for FWF Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2025
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Title [20250520] Media Coverage: Austrian Artificial Intelligence Type A magazine, newsletter or online publication Link Link -
2025
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Title [20250527-0530] 6th International Conference on mathematics neuroscience and AI Type A talk or presentation Link Link -
2024
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Title [ongoing] BilAI Newsletter Type A magazine, newsletter or online publication Link Link -
2025
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Title [20250623] DIALOG mit Sepp Hochreiter: Was künstliche Intelligenz kann, darf und bringt Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [ongoing] LinkedIn invitations to apply for BilAI positions Type Engagement focused website, blog or social media channel Link Link -
2025
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Title [20250303] Interview leader Sepp Hochreiter for "Der Standard" Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250211] Leader Sepp Hochreiter in youtube podcast "Machine Learning Street Talk" (191K subscribers) Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2024
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Title [ongoing] Bilateral AI Cluster of Excellence Website Type Engagement focused website, blog or social media channel Link Link -
2025
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Title [20250130] Comment of Sepp Hochreiter regarding DeepSeek for ORF Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250604] Presentation of BilAI at Techforum Millstatt by Leader Robert Legenstein Type A talk or presentation Link Link -
2025
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Title [20250226] Press release Sepp Hochreiter regarding BilAI Kickoff Event Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250114] Invitation for the BilAI Kickoff Event Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
Link
Title AI has a huge power problem. Solving it won't be easy Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250225/26] BilAI Researcher Workshop Type Participation in an activity, workshop or similar Link Link -
2024
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Title [20240913] Interview Keyresearcher Stefan Woltran for newspaper "Die Presse" Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [20240205] Media Coverage: European Alternative for ChatGPT Type A magazine, newsletter or online publication Link Link -
2024
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Title [20240809] Interview keyresearcher Dan Alistarh for newspaper "Der Standard" about new computing cluster in Klosterneuburg Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [20240506] Award/Launch of Bilateral AI Cluster Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [20241206] Bilateral AI Research Retreat: A gathering of minds Type A formal working group, expert panel or dialogue Link Link -
2025
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Title [20250626] Interview with BilAI PhD candidate Ali Kookani Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250120] Minister Polaschek visits Bilateral AI project team to discuss the Future of AI Type Participation in an open day or visit at my research institution Link Link -
2025
Title [20250408] Intro BilateralAI - Student Briefing | KS Ecosystems - Global Business Master (PAC Track) Type Participation in an open day or visit at my research institution -
2025
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Title [20250523] Interview leader Sepp Hochreiter in ORF Ö1 podcast "Kontext - Sachbücher und Themen" Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2024
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Title [20240610] Media Coverage about involvement of University of Klagenfurt in BilAI Type A magazine, newsletter or online publication Link Link -
2025
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Title [20250302] Interview leader Hochreiter with newspaper Kurier: "Industrialisation of AI as big chance for Europe" Type A press release, press conference or response to a media enquiry/interview Link Link -
2024
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Title [20240909] Ö1 Radio Interview with leader Martina Seidl and keyresearcher Günter Klambauer Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2025
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Title [20250709] Youtube Profile about AIROV Symposium and BilAI Summer School at AAU Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2025
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Title [20250530] Interview with key researchers Marta Sabou and Stefan Woltran for Newspaper "Arbeit&Wirtschaft" about regulations around AI Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250618] Jenseits von ChatGPT und Ernie Bot. AI-Sprachmodelle für Europa. Type A press release, press conference or response to a media enquiry/interview Link Link -
2025
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Title [20250627] ORF Interview with leader Sepp Hochreiter about pros and cons of AI Type A broadcast e.g. TV/radio/film/podcast (other than news/press) Link Link -
2025
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Title [20250403] Launch of BILAI Doctoral School Type Engagement focused website, blog or social media channel Link Link
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2025
Title AIIA Fellow (AI Industry Alliance) Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International -
2024
Title AAIA Fellow Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International