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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1241 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

LEBGen: An LLM-Enhanced Bayesian Network Framework for Few-Shot Travel Survey Data Generation

arXiv:2609.08288v2 Announce Type: replace Abstract: Travel survey data are essential for transportation planning and travel behavior analysis, yet collecting large-scale representative samples is costly and time-consumin…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Kernel-Managed Shared Memory for System-Wide Personalization

arXiv:2609.10144v3 Announce Type: replace Abstract: AI systems become more useful when they can adapt to the people using them, but in multi-agent systems, useful context learned by one agent often remains unavailable to…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Beyond the Turing threshold: Productive grammars generate essentially undecidable languages

arXiv:2609.11385v2 Announce Type: replace Abstract: Emil Post's productive sets are not even semi-computable, let alone computable, being thus essentially incomputable. Accordingly, formal languages whose set of words is…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Worse Routes, Fresher Information: Preemption Redefines Which Route is Best

arXiv:2609.13622v2 Announce Type: replace Abstract: This paper studies joint sampling, route activation, and preemption control over $N$ heterogeneous transmission routes under a long-run objective combining Age of Infor…

arXiv (cs)22h ago
Dastawez Jahan-Numa

MEgoVista: Multi-view Ego-aware Motion Estimation for Metric 4D Hands and Head in the Wild

arXiv:2609.16684v3 Announce Type: replace Abstract: Learning manipulation from human video requires high-fidelity hand-motion reconstruction in metric units. Today's metric hand labels come from studio rigs and instrumen…

arXiv (cs)22h ago
Dastawez Jahan-Numa

FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence

arXiv:2609.17210v2 Announce Type: replace Abstract: Vision-language-action (VLA) models, world-action models (WAMs), and offline reinforcement learning methods are rapidly expanding the design space of embodied policies,…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Prior Evolution and Task Alignment for Aerial Grasping

arXiv:2609.18153v2 Announce Type: replace Abstract: Aerial grasping is a remarkable capability exhibited by predatory birds, allowing them to capture prey through highly coordinated maneuvers in flight. Inspired by this …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Trajectory Learnability for Offline On-Policy Distillation with Imperfect Teachers

arXiv:2609.18321v2 Announce Type: replace Abstract: Offline on-policy distillation gains efficiency by collecting student trajectories and teacher supervision once and reusing them throughout optimization. The same reuse…

arXiv (cs)22h ago
Dastawez Jahan-Numa

XIR: A Framework for Interoperability across Cross-Chain Protocols Based on a Verifiable Intermediate Representation

arXiv:2609.20010v5 Announce Type: replace Abstract: Cross-chain protocols enable applications to exchange messages across blockchains. Under point-to-point configurations, communication depends on a direct connection bet…

arXiv (cs)22h ago
Dastawez Jahan-Numa

V2-STRep: VLM-Grounded Structured Task Representations for Reusable Robot Skills Acquired from Generated Videos

arXiv:2609.20582v2 Announce Type: replace Abstract: Human manipulation videos provide rich motion and interaction cues for acquiring robot skills without robot demonstrations. Video generation models synthesize such demo…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning

arXiv:2609.20650v2 Announce Type: replace Abstract: Federated learning enables collaborative training without sharing patient-level data, but most studies remain simulations. Based on five requirements derived from the l…

arXiv (cs)22h ago
Dastawez Jahan-Numa

DEFEAT: Stitching Fragmented File I/O Contexts for Early Ransomware Detection

arXiv:2609.21426v2 Announce Type: replace Abstract: Ransomware increasingly fragments its file operations across temporary and intermediate files, scattering the semantic context that links individual I/O events to an ov…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Initial Evaluation of Potential Bias in Coverage of Humans in Wikidata

arXiv:2609.22375v2 Announce Type: replace Abstract: Introduction. Open collaborative knowledge graphs such as Wikidata increasingly ground agentic artificial intelligence, information retrieval, and language modeling sys…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Semantics Delivery Network: Rethinking Web Retrieval Infrastructure for LLM Agents

arXiv:2609.22486v2 Announce Type: replace Abstract: Large language models (LLMs) increasingly ground their answers in proprietary data and live web content through both single-shot retrieval-augmented generation (RAG) an…

arXiv (cs)22h ago
Dastawez Jahan-Numa

The Price of Safety: Benign-Case Utility and Token Overhead of Memory-Poisoning Defenses in LLM Agents

arXiv:2609.22818v2 Announce Type: replace Abstract: Memory-poisoning defenses for LLM agents are typically evaluated by how well they stop attacks, even though almost all traffic they encounter is benign. We measure thei…

arXiv (cs)22h ago
Dastawez Jahan-Numa

FlashBoB: I/O-Efficient Exact Backward-over-Backward for Softmax Attention

arXiv:2609.24089v2 Announce Type: replace Abstract: Transformer models built on the attention mechanism have become a central building block in modern deep learning, yet softmax attention remains a major bottleneck for l…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Extending FunctionGemma for Practical On-Device Mobile Function Calling

arXiv:2609.25373v2 Announce Type: replace Abstract: On-device assistants require function-calling models that map natural language to local system actions, but existing resources emphasize web APIs or narrow mobile-actio…

arXiv (cs)22h ago
Dastawez Jahan-Numa

ChatT2: An Adaptive Framework for Developing a Large Language Model-Based Agent for Natural Product Domain Research

arXiv:2609.25620v2 Announce Type: replace Abstract: Scientific investigations into microbial natural products (NPs) present significant challenges for novices, largely due to the complexity of microbial systems, biochemi…

arXiv (cs)22h ago
Dastawez Jahan-Numa

The Exact Approximation Ratio of the Optimal Fixed-Price Mechanism in Bilateral Trade

arXiv:2609.27878v2 Announce Type: replace Abstract: In bilateral trade, a seller owns an item that a buyer may value more, and their values are drawn independently from known distributions. A fixed-price mechanism posts …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Driving Epidemic Models with AI Agents: the Epydemix Agent Framework

arXiv:2609.28692v2 Announce Type: replace Abstract: Artificial Intelligence agents based on large language models provide convenient natural language interfaces to scientific software, but reliability is not automatic. H…

arXiv (cs)22h ago
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