1,897 papers

math.NA2026

A Hybridizable Discontinuous Galerkin Method for Wave Propagation in Elastic Beam Networks

Moritz Hauck, Joseph Holten, Axel Målqvist +2

This paper studies the numerical solution of elastic wave propagation on networks, modeled by elastodynamic equations posed on each edge, coupled at the nodes through suitable tran…

cs.LG2026

Task- and dataset-specific information in protein language models

Roman Joeres, Ilya Senatorov, Anastasia Kolchina +2

Protein language models (PLMs) have transferred the latest advances from natural language processing to computational biology. These models, trained on large corpora of protein seq…

cs.DS2026

Faster Exponential Algorithms for Multi-Machine Scheduling Problems

Anubhav Dhar, Anita Dürr, Ahmed Ghazy +2

Minimizing the weighted completion times () and weighted number of tardy jobs () on multiple identical machines are two classical NP-har…

cs.CL2026

PragMatch: Separating Pragmatic Incongruity from Cross-Modal Mismatch in Large Vision-Language Models

Zhanna Mukhametsharip, Vera Demberg, Varsha Suresh

Large Vision-Language Models (LVLMs) have demonstrated strong performance on multimodal benchmarks, yet it remains unclear whether they genuinely reason about relationships between…

cs.HC2026

Mind the Trust Gap: Identifying (Mis)alignments in Teacher-Student Views Toward Control and Agency in K-12 Classroom AI

Tomohiro Nagashima, Lisa Siegrist, Niklas Scholz +3

As Artificial Intelligence (AI)-based technologies have been integrated into school classrooms where multiple stakeholders (with different roles) interact with each other, it is cr…

cs.CV2026

Beyond Heatmaps: Unsupervised Concept-Graph Reasoning for Interpretable Visual Explanation

Md Mohasin Hossain, Anar Amirli, Robert Leist +2

Concept Bottleneck Models (CBMs) provide an intrinsically interpretable alternative to post-hoc explanations. However, existing CBMs often rely on predefined concept vocabularies o…