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Dastawez Jahan-Numa

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988 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

CoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QA

arXiv:2607.14735v1 Announce Type: new Abstract: Transparent educational question answering asks for answers that are not only correct but explainable, and doing so with small models rules out the reasoning power of the l…

arXiv (cs)3h ago
Dastawez Jahan-Numa

GeoDetect: Geometric Adversarial Detection for VLPs

arXiv:2607.14737v1 Announce Type: new Abstract: Vision-language pre-trained models (VLPs) are widely used in real-world applications. However, they remain vulnerable to adversarial attacks. Although adversarial detection…

arXiv (cs)3h ago
Dastawez Jahan-Numa

FoMoVLA: Bridging Visual Foresight and Motion Guidance for Vision-Language-Action Models

arXiv:2607.14739v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models have achieved impressive results in visuomotor policy learning, yet remain fundamentally reactive, mapping current observations and lang…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Newton-Based Mixed Precision Iterative Refinement for Large-Scale Sparse Continuous-Time Algebraic Riccati Equations

arXiv:2607.14742v1 Announce Type: new Abstract: We propose a Newton-based mixed precision iterative refinement framework for solving large-scale sparse continuous-time algebraic Riccati equations (CAREs). The framework c…

arXiv (cs)3h ago
Dastawez Jahan-Numa

On the Disagreement in Perturbation-based xAI -- Benchmarking Perturbation Choices for Flood Detection from SAR Images

arXiv:2607.14743v1 Announce Type: new Abstract: Perturbation-based xAI methods are widely used to analyze the behavior and predictions of deep learning models. By altering input regions and measuring the resulting change…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Understanding of Task-specific and Subject-specific Components in Surface EMG

arXiv:2607.14744v1 Announce Type: new Abstract: Surface electromyogram (sEMG) signals are widely used in human-machine interfaces for gesture recognition and user identification, but existing models often struggle to gen…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Enumerating Length-Bounded Simple Paths and Cycles in Directed Graphs with $O(k(n+m))$ Delay Using Edge-Consistent Node Barriers

arXiv:2607.14745v1 Announce Type: new Abstract: Enumerating simple paths and cycles subject to a given length bound is a fundamental problem in graph algorithms with applications ranging from network analysis to computat…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Toward Energy-Efficient and Low-Power Arrhythmia Detection for Wearable Devices

arXiv:2607.14747v1 Announce Type: new Abstract: Cardiovascular diseases are the leading cause of death worldwide, and conditions such as arrhythmia often require long-term monitoring for effective detection and diagnosis…

arXiv (cs)3h ago
Dastawez Jahan-Numa

On Hyperbolic Stochastic Galerkin Projections of Shallow Water Linearised Moment Equations

arXiv:2607.14750v1 Announce Type: new Abstract: In this work, we present an intrusive stochastic Galerkin formulation of the one-dimensional shallow water linearised moment equations expressed in conservative variables, …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Large Audio Language Models for Spoofing-Aware Speaker Verification

arXiv:2607.14753v1 Announce Type: new Abstract: Recent advances in text-to-speech and voice cloning make high-quality spoofing inexpensive and scalable, threatening voice authentication systems, especially automatic spea…

arXiv (cs)3h ago
Dastawez Jahan-Numa

FlowGuard: From Signals to Evidence for MCP Security Detection

arXiv:2607.14754v1 Announce Type: new Abstract: The Model Context Protocol (MCP) enables LLM agents to interact with external tools through metadata exchange, tool invocation, and response consumption. Existing MCP secur…

arXiv (cs)3h ago
Dastawez Jahan-Numa

AI vs Human Expert Reasoning: Assessing Agreements in Building Typology Predictions based on Street View Imagery

arXiv:2607.14756v1 Announce Type: new Abstract: This research investigates the potential of Vision-Language Models (VLMs) to infer building typologies: Construction, Current Use, and Storeys from Google Street View (GSV)…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Component Modalities of Quantum Logic

arXiv:2607.14757v1 Announce Type: new Abstract: This paper determines the structural and proof-theoretic consequences of the forcing condition in relational quantum modal logic, under which every modal transition availab…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Clean-Reference Streaming Detection of Lens Occlusion and Photometric Transitions for Camera Tamper Monitoring

arXiv:2607.14760v1 Announce Type: new Abstract: A surveillance camera is an image sensor whose silent physical degradation invalidates every downstream consumer of its data. In-situ integrity alarms for such vision senso…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Rare Concept Generation via Counterfactual Inference in Diffusion Models

arXiv:2607.14765v1 Announce Type: new Abstract: Rare concept generation focuses on synthesizing customized images conditioned on text prompts that describe objects with unusual attributes. Previous works failed to align …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Random Spherical Codes at High SNR: Error Transitions, Fixed-Error Data Rates, and Converse Gaps

arXiv:2607.14768v1 Announce Type: new Abstract: This paper characterizes random spherical codebooks over the real additive white Gaussian noise channel in the high signal-to-noise ratio (SNR) regime when the blocklength …

arXiv (cs)3h ago
Dastawez Jahan-Numa

Dialogue Summarization with Emotion Dynamics Using Topic- and Participant-Centric Decomposition

arXiv:2607.14769v1 Announce Type: new Abstract: Existing text summarization research has focused much on monologic information (e.g., newspaper articles, reports) without accounting for the interaction between speakers o…

arXiv (cs)3h ago
Dastawez Jahan-Numa

ChronoQG: Towards a Temporally Expressive and Hop-Bounded Benchmark for Temporal Knowledge Graph Question Generation

arXiv:2607.14770v1 Announce Type: new Abstract: Knowledge graph question generation (KGQG) aims to generate natural-language questions from structured graph evidence. Existing KGQG benchmarks, however, are mostly built o…

arXiv (cs)3h ago
Dastawez Jahan-Numa

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

arXiv:2607.14777v1 Announce Type: new Abstract: Large language models are increasingly trained as interactive agents for long-horizon tasks involving multi-turn interaction, tool use, and environment feedback. Outcome-ba…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Kernelization for $H$-Packing Revisited

arXiv:2607.14779v1 Announce Type: new Abstract: \textsc{$H$-Packing} asks whether a graph $G$ contains $k$ vertex-disjoint copies of a fixed pattern graph $H$. Via the standard reduction to \textsc{$d$-Set Packing}, one …

arXiv (cs)3h ago
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