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Scientific Publications

A simple model for Behavioral Time Scale Synaptic Plasticity (BTSP) provides content addressable memory with binary synapses and one-shot learning
Y. Wu, W. Maass - Nature Communications, 2025

Value-Positivity for Matrix Games
K. Chatterjee, M. Oliu-Barton, R. Saona, 2024

Quantified Linear and Polynomial Arithmetic Satisfiability via Template-based Skolemization
K. Chatterjee, EK. Goharshady, M. Karrabi, H. Motwani, M. Seeliger, Đ.Žikelić, 2024

Symmetries of Dependency Quantified Boolean Formulas
C. Hofstadler, M. Kauers, M. Seidl, 2024

Solving Argumentation Problems Using Answer Set Programming with Quantifiers: Preliminary Report
W. Faber, 2024

Segment Any Text: A universal approach for robust, efficient and adaptable sentence segmentation
M. Frohmann, I. Sterner, I. Vulić, B. Minixhofer, M.Schedl, 2024

A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios
C. Ganhör, M. Moscati, A. Hausberger, S. Nawaz, M.Schedl, 2024

Realtime Generation of Streamliners with Large Language Models
F. Voboril, VP. Ramaswamy, S. Szeider, 2024

Revisiting Causal Discovery from a Complexity-Theoretic Perspective
R. Ganian, V. Korchemna, S. Szeider, 2024

Leveraging Knowledge Graphs for AI system auditing and transparency
L. Waltersdorfer, M. Sabou - Journal of Web Semantics, 2024

Linear Equations with Min and Max Operators: Computational Complexity
K. Chatterjee, R. Luo, R. Saona, J. Svoboda, 2024

Efficient MedSAMs: Segment Anything in Medical Images on Laptop
J. Ma, F. Li, S. Kim, R. Asakereh, BH. Le,..., 2024

Parameterized Complexity of Caching in Networks
R. Ganian, FM. Inerney, D. Tsigkari, 2024

Density amplifiers of cooperation for spatial games
J. Svoboda, K. Chatterjee, 2024

Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization
S. Masoudian, M. Frohmann, N. Rekabsaz, M. Schedl, 2024

Introduction to the Special Issue on Trustworthy Recommender Systems
M. Schedl, Y. Deldjoo, P. Castells, E. Yilmaz, 2024

Oh, Behave! Country Representation Dynamics Created by Feedback Loops in Music Recommender Systems
O. Lesota, J. Geiger, M. Walder, D. Kowald, M.Schedl, 2024

Explaining Decisions in ML Models: a Parameterized Complexity Analysis
S. Ordyniak, G. Paesani, M. Rychlicki, S. Szeider, 2024

ASP-QRAT: a Conditionally Optimal Dual Proof System for ASP
L. Chew, A. de Colnet, S Szeider, 2024

The Importance of Cognitive Biases in the Recommendation Ecosystem: Evidence of Feature-Positive Effect, Ikea Effect, and Cultural Homophily
M. Schedl, O. Lesota, S. Masoudian, 2024

Scholarly Wikidata: Population and Exploration of Conference Data in Wikidata Using LLMs
N. Mihindukulasooriya, S. Tiwari, D. Dobriy, F. Nielsen, T. Chhetri & A. Polleres

Pattern-based engineering of Neurosymbolic AI Systems
FJ. Ekaputra - Journal of Web Semantics, 2024