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Dastawez Jahan-Numa

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Higher Structures in Deep Learning

arXiv:2609.00472v1 Announce Type: new Abstract: We provide an expository introduction on the importance of higher-arity tensor operations to deep learning. Then, we conduct a novel empirical investigation of higher-arity…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Exploring Collaboration between a language and a non-language agent

arXiv:2609.00474v2 Announce Type: new Abstract: LLMs are increasingly deployed as orchestrators that coordinate specialized subagents to solve complex tasks through natural language. However, in many important domains li…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Less Is More: Balancing Positive and Negative Space in Visual Concept Blending

arXiv:2609.00476v1 Announce Type: new Abstract: Graphic designers often blend visual concepts to communicate multiple ideas within a single image, leveraging positive and negative space to create balance, emphasis, and a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Beyond Object Selection:Markerless Gaze-based Robot Placement at Arbitrary Position

arXiv:2609.00478v1 Announce Type: new Abstract: Gaze-based assistive manipulation typically supports object selection, while arbitrary-position placement requires accurate spatial alignment between the headset and robot.…

arXiv (cs)1h ago
Dastawez Jahan-Numa

EGT-KG: Evidence-Grounded Typed KG Retrieval for Practical Scientific QA with Small Language Models

arXiv:2609.00479v1 Announce Type: new Abstract: For emerging scientific research domains, local Small Language Models (SLMs) are becoming more attractive, as they offer stronger privacy control and more stable deployment…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Design principles to Increase Technology Self-efficacy for Older Australians with Mild Cognitive Impairment (MCI) and Older Carers

arXiv:2609.00480v1 Announce Type: new Abstract: The number of people with age related physical or cognitive impairments is increasing due to the worlds ageing population. Technology has the potential to support independe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Are Near-Tied LLM Rankings Robust to Family-DIF-Guided Benchmark Recomposition?

arXiv:2609.00482v1 Announce Type: new Abstract: Small leaderboard gaps are often interpreted as evidence that one language model is better than another, but their sign may depend on which benchmark items are included. We…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Nash Core in Multiwinner Election

arXiv:2609.00486v1 Announce Type: new Abstract: In the approval-based committee selection problem, a committee is said to be in the core if no subset of voters has an incentive to deviate by selecting a \emph{blocking} c…

arXiv (cs)1h ago
Dastawez Jahan-Numa

EvoFlint: An Evolutionary Atlas of Multi-Turn LLM Vulnerabilities

arXiv:2609.00487v1 Announce Type: new Abstract: Frontier language models that refuse harmful single-turn prompts often comply when the same intent is reached gradually over many turns, making multi-turn attacks one of th…

arXiv (cs)1h ago
Dastawez Jahan-Numa

AdaptNTK: Adaptive Uncertainty Quantification and Active Learning for Neural Network Potentials

arXiv:2609.00488v1 Announce Type: new Abstract: Machine learning interatomic potentials bridge the gap between quantum chemical precision and classical computational speed, enabling molecular dynamics simulations with fi…

arXiv (cs)1h ago
Dastawez Jahan-Numa

A hybrid quantum-classical neural network for learning to route

arXiv:2609.00489v1 Announce Type: new Abstract: This work studies hybrid quantum-classical neural networks for learning routing heuristics. Specifically, this paper asks whether small quantum neural networks can replace …

arXiv (cs)1h ago
Dastawez Jahan-Numa

MemeBridge: A Dataset for Benchmarking and Mitigating the Bidirectional Cultural Gap in Meme Interpretation

arXiv:2609.00491v1 Announce Type: new Abstract: Communicating across cultures is inherently challenging, especially through culturally dense and ambiguous formats like memes. While people expect large language models (LL…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Privacy-Hallucination Tradeoff in Differentially Private Language Models

arXiv:2609.00492v1 Announce Type: new Abstract: Both privacy and factual accuracy are paramount in high-stakes domains like healthcare. Concerningly, we uncover and investigate a privacy-hallucination tradeoff in differe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Human-Anchored Factuality Evaluation with Strategic Annotation

arXiv:2609.00494v1 Announce Type: new Abstract: LLM-based factuality judges provide scalable evaluation signals, but their metrics are often systematically biased relative to human judgments. We study human-anchored fact…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models

arXiv:2609.00495v1 Announce Type: new Abstract: Diffusion large language models (dLLMs) generate text through iterative denoising rather than left-to-right decoding. This generation paradigm introduces two axes that can …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Decentralized and Equilibrium-Set-Oriented Stability Analysis and Control for Power Systems

arXiv:2609.00497v1 Announce Type: new Abstract: Conventional power-system stability analysis is largely centralized and centered on a single equilibrium point, which becomes increasingly restrictive in the presence of la…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Validity-Aware Jailbreak Evaluation for Large Language Models

arXiv:2609.00498v1 Announce Type: new Abstract: Jailbreak robustness has become central to large language model (LLM) safety evaluation, yet prevailing methodologies rely primarily on refusal behavior, semantic resemblan…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Subgroup Accessibility in Group Order Logic

arXiv:2609.00499v1 Announce Type: new Abstract: We investigate the expressive power of fixed-point logics (FP) and their extensions in defining generating sets for accessible subgroups of definable permutation groups. Th…

arXiv (cs)1h ago
Dastawez Jahan-Numa

UniScale: Exploring Unimanual Gesture Mapping Strategies for Gaze+Pinch-based Scaling Interaction

arXiv:2609.00500v1 Announce Type: new Abstract: Object scaling serves as a fundamental spatial manipulation that enables complex and productive tasks in XR environments. This paper investigates unimanual scaling techniqu…

arXiv (cs)1h ago
Dastawez Jahan-Numa

GlitchLab: A Hardware-in-the-Loop Optimizer for Physical Fault Injection

arXiv:2609.00502v1 Announce Type: new Abstract: Physical fault injection can turn brief hardware disturbances into security failures such as key recovery, authentication bypass, and unintended control flow. Finding effec…

arXiv (cs)1h ago
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