Research

Papers

Research papers from arXiv and related sources

Total: 4513 AI/LLM: 2483 Testing: 2030
TESTING

Semantics for 2D Rasterization

Rasterization is the process of determining the color of every pixel drawn by an application. Powerful rasterization libraries like Skia, CoreGraphics, and Direct2D put exceptional effort into draw...

Bhargav Kulkarni, Henry Whiting, Pavel Panchekha

2603.23696 2026-03-24
TESTING

Assessment Design in the AI Era: A Method for Identifying Items Functioning Differentially for Humans and Chatbots

The rapid adoption of large language models (LLMs) in education raises profound challenges for assessment design. To adapt assessments to the presence of LLM-based tools, it is crucial to character...

Licol Zeinfeld, Alona Strugatski, Ziva Bar-Dov, Ron Blonder, Shelley Rap, Giora Alexandron

2603.23682 2026-03-24
TESTING

Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection

Deep learning models are increasingly deployed in safety-critical applications, where reliable out-of-distribution (OOD) detection is essential to ensure robustness. Existing methods predominantly ...

Shreen Gul, Mohamed Elmahallawy, Ardhendu Tripathy, Sanjay Madria

2603.23677 2026-03-24
TESTING

PerturbationDrive: A Framework for Perturbation-Based Testing of ADAS

Advanced driver assistance systems (ADAS) often rely on deep neural networks to interpret driving images and support vehicle control. Although reliable under nominal conditions, these systems remai...

Hannes Leonhard, Stefano Carlo Lambertenghi, Andrea Stocco

2603.23661 2026-03-24
TESTING

Ethio-ASR: Joint Multilingual Speech Recognition and Language Identification for Ethiopian Languages

We present Ethio-ASR, a suite of multilingual CTC-based automatic speech recognition (ASR) models jointly trained on five Ethiopian languages: Amharic, Tigrinya, Oromo, Sidaama, and Wolaytta. These...

Badr M. Abdullah, Israel Abebe Azime, Atnafu Lambebo Tonja, Jesujoba O. Alabi, Abel Mulat Alemu, ...

2603.23654 2026-03-24
TESTING

Foundation Model Embeddings Meet Blended Emotions: A Multimodal Fusion Approach for the BLEMORE Challenge

We present our system for the BLEMORE Challenge at FG 2026 on blended emotion recognition with relative salience prediction. Our approach combines six encoder families through late probability fusi...

Masoumeh Chapariniya, Aref Farhadipour, Sarah Ebling, Volker Dellwo, Teodora Vukovic

2603.23650 2026-03-24
TESTING

QuickQudits: A Framework for Efficient Simulation of Noisy Qudit Clifford Circuits via an Extended Stabilizer Tableau Formalism

We present a comprehensive and self-contained framework for the efficient classical simulation of Clifford circuits acting on $d$-dimensional qudits, including realistic Pauli/Weyl noise via stocha...

Nina Brandl, Mykyta Cherniak, Johannes Kofler, Richard Kueng

2603.23641 2026-03-24
TESTING

Testing Dark Energy with Black Hole Ringdown

We show that dynamical dark energy theories can imprint $O(1)$ modifications on the quasi-normal mode (QNM) spectrum characterising black hole ringdown. The time dependence of dynamical dark energy...

Laurens Smulders, Johannes Noller, Sergi Sirera

2603.23634 2026-03-24
TESTING

Detect--Repair--Verify for LLM-Generated Code: A Multi-Language, Multi-Granularity Empirical Study

Large language models can generate runnable software artifacts, but their security remains difficult to evaluate end to end. This study examines that problem through a Detect--Repair--Verify (DRV) ...

Cheng Cheng

2603.23633 2026-03-24
TESTING

OccAny: Generalized Unconstrained Urban 3D Occupancy

Relying on in-domain annotations and precise sensor-rig priors, existing 3D occupancy prediction methods are limited in both scalability and out-of-domain generalization. While recent visual geomet...

Anh-Quan Cao, Tuan-Hung Vu

2603.23502 2026-03-24
TESTING

MedObvious: Exposing the Medical Moravec's Paradox in VLMs via Clinical Triage

Vision Language Models (VLMs) are increasingly used for tasks like medical report generation and visual question answering. However, fluent diagnostic text does not guarantee safe visual understand...

Ufaq Khan, Umair Nawaz, L D M S S Teja, Numaan Saeed, Muhammad Bilal, Yutong Xie, Mohammad Yaqub,...

2603.23501 2026-03-24
TESTING

Estimating Flow Velocity and Vehicle Angle-of-Attack from Non-invasive Piezoelectric Structural Measurements Using Deep Learning

Accurate estimation of aerodynamic state variables such as freestream velocity and angle of attack (AoA) is important for aerodynamic load prediction, flight control, and model validation. This wor...

Chandler B. Smith, S. Hales Swift, Andrew Steyer, Ihab El-Kady

2603.23496 2026-03-24
TESTING

MuSe: a Mutation Testing Plugin for the Remix IDE

Mutation testing is a technique to assess the effectiveness of test suites by introducing artificial faults into programs. Although mutation testing plugins are available for many platforms and lan...

Gerardo Iuliano, Daniele Carangelo, Carmine Calabrese, Dario Di Nucci

2603.23441 2026-03-24
TESTING

Quantum simulation of Motzkin spin chain with Rydberg atoms

Motzkin spin chain is a well-known mathematical model with connections to symmetry-protected topological phases, such as the Haldane phase, as well as to concepts in the AdS/CFT correspondence. The...

Kaustav Mukherjee, Hatem Barghathi, Adrian Del Maestro, Rick Mukherjee

2603.23422 2026-03-24
TESTING

Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation

Energy-based models for discrete domains, such as graphs, explicitly capture relative likelihoods, naturally enabling composable probabilistic inference tasks like conditional generation or enforci...

Michal Balcerak, Suprosana Shit, Chinmay Prabhakar, Sebastian Kaltenbach, Michael S. Albergo, Yil...

2603.23398 2026-03-24
TESTING

Piecewise M-Stationarity and Related Algorithms for Mathematical Programs with Complementarity Constraints

This study explores B-stationarity of mathematical programs with complementarity constraints (MPCCs) and convergence behavior of MPCC algorithms. Special attention is given to the cases with biacti...

Kexin Wang, Lorenz T. Biegler

2603.23389 2026-03-24
TESTING

Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization

Achieving valid conditional coverage in conformal prediction is challenging due to the theoretical difficulty of satisfying pointwise constraints in finite samples. Building upon the characterizati...

Yajie Bao, Chuchen Zhang, Zhaojun Wang, Haojie Ren, Changliang Zou

2603.23374 2026-03-24
TESTING

An Opacity-Free Test of the Cosmic Distance Duality Relation Using Strongly Lensed Gravitational Wave Signals with Space-Based Detector Networks

The cosmic distance duality relation (CDDR), expressed as $d_L(z) = (1+z)^2 D_A(z)$, is a fundamental relation in modern cosmology. In this work, we apply a method to test the CDDR using simulated ...

Yong Yuan, Minghui Du, Benyang Zhu, Xin-yi Lin, Wen-Fan Feng, Peng Xu, Xilong Fan

2603.23373 2026-03-24
TESTING

What a Mesh: Formal Security Analysis of WPA3 SAE Wireless Authentication

The latest Wi-Fi security standard, IEEE 802.11, includes a secure authentication protocol called SAE, whose use is mandatory for WPA3-Personal networks. The protocol is specified at two separate b...

Roberto Metere, Mario Lilli, Luca Arnaboldi, Elvinia Riccobene

2603.23352 2026-03-24
TESTING

Data-calibrated point spread function prediction: General description of the method and demonstration on MUSE-NFM

Precise knowledge of the point spread function (PSF) underpins many data analysis steps in astronomy, from photometry and astrometry to source de-blending and deconvolution. In adaptive optics (AO)...

Arseniy Kuznetsov, Benoit Neichel, Sylvain Oberti, Thierry Fusco

2603.23339 2026-03-24