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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use Agents

arXiv:2609.00823v1 Announce Type: new Abstract: Long-horizon tool-use agents need not only to search and plan, but also to decide when to finalize. We study late-stage pressure states, in which an agent is biased toward …

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Indefinite Summation Problem for the Laurent Ring

arXiv:2609.00824v1 Announce Type: new Abstract: This article solves the Indefinite Summation Problem (ISP) for the difference ring $(A, \alpha)$, where $A$ is the Laurent ring of shift operators on the lattice $\Z^n$, an…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Low-Complexity Control Under Input Saturation and Performance Constraints: A Bidirectional Modification Scheme

arXiv:2609.00827v1 Announce Type: new Abstract: This article addresses the output tracking control problem for a class of high-order uncertain highly-coupled MIMO nonlinear systems subject to input saturation and perform…

arXiv (cs)1h ago
Dastawez Jahan-Numa

HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution

arXiv:2609.00829v1 Announce Type: new Abstract: Self-evolving agents advance toward autonomy by optimizing their harness---prompts, skills, tools, and execution logic---based on environmental feedback. This paradigm, how…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Visual Attention Faithfulness in Vision-Language Models is Heterogeneous

arXiv:2609.00830v1 Announce Type: new Abstract: Whether attention weights faithfully reflect model reasoning has been actively debated in NLP, yet this question remains largely unexplored for the visual modality in Visio…

arXiv (cs)1h ago
Dastawez Jahan-Numa

FLaG: Frequency-Domain Latent-attention Gated Pooling for Token Aggregation

arXiv:2609.00831v1 Announce Type: new Abstract: Token aggregation converts token-level representations into fixed-dimensional sample representations, but most pooling methods operate only in the original token space. We …

arXiv (cs)1h ago
Dastawez Jahan-Numa

TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction

arXiv:2609.00832v1 Announce Type: new Abstract: The exponential growth of scientific publications calls for automatic Information Extraction (IE) systems to support knowledge discovery. In this context, the GutBrainIE be…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Dense Process Supervision for Search Agents via Fact Utility Estimation

arXiv:2609.00833v1 Announce Type: new Abstract: Reinforcement learning (RL) for search agents typically relies on outcome rewards. However, it often fails to achieve effective credit assignment, due to the unclear value …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Replacing Training with Memory: Listwise Selection for Text-to-SQL

arXiv:2609.00834v1 Announce Type: new Abstract: Modern Text-to-SQL systems often follow generate-execute-select pipelines, generating multiple candidate queries then selecting the best one. Listwise selection, by jointly…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Breaking Cycles for Scalable Fair Ordering in Blockchain Systems

arXiv:2609.00837v1 Announce Type: new Abstract: In blockchain systems, transaction order directly determines financial outcomes: unfair ordering enables front-running and sandwich attacks that have extracted over \$686M …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Probabilistic Model Checking of Autoregressive Neural Sequence Models

arXiv:2609.00838v1 Announce Type: new Abstract: Test-set accuracy is silent on two issues that matter when deploying autoregressive neural sequence models: how much probability mass the system under test (SUT) places on …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Residual Kalman Dynamics for Event-Based UAV Forecasting

arXiv:2609.00839v1 Announce Type: new Abstract: We study short- and mid-horizon UAV bounding-box forecasting on the FRED event-camera dataset. We use a constant-velocity Kalman filter over a full center-size box state as…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Shared-Memory Range-Tiled CDF Sort for Small-Range Integer Keys on GPUs

arXiv:2609.00843v1 Announce Type: new Abstract: We study unstable integer sorting on GPUs for arrays whose elements lie in a known integer range. Focusing on counting-sort-based methods that determine the output interval…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Staged Linguistic Seeding: Grounded Query Expansion for Verified-Unit QA in AI Contact Centers

arXiv:2609.00844v1 Announce Type: new Abstract: Customer-service QA in an AI contact center (AICC) runs under deployment constraints that benchmark QA misses: tight voice-hotline latency and a high cost for unsupported o…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Towards Generalizable Visually Grounded Exploration of Household Devices

arXiv:2609.00845v1 Announce Type: new Abstract: Recent advancements in Vision-Language Models (VLMs) have demonstrated impressive capabilities in static visual recognition and high-level semantic reasoning. However, curr…

arXiv (cs)1h ago
Dastawez Jahan-Numa

An Intelligent Decision Support System for Emotion Monitoring using Microscopic Fixational Dynamics

arXiv:2609.00846v1 Announce Type: new Abstract: The rising prevalence of psychological disorders necessitates effective emotion monitoring, yet current methods relying on facial or physiological signals often suffer from…

arXiv (cs)1h ago
Dastawez Jahan-Numa

ADGNet: Asymmetric Dual-text Guided Network for Infrared Small Target Detection

arXiv:2609.00853v1 Announce Type: new Abstract: InfRared Small Target Detection (IRSTD) is a challenging task. Relying solely on pixel-level information, vision-only methods struggle to distinguish targets from clutter. …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Does Fault Localization Beat a Fresh Attempt? A Placebo-Controlled Study of Test-Guided Code Repair

arXiv:2609.00854v1 Announce Type: new Abstract: Fault localization can focus a code model's repair on the statements a failing test implicates, but a targeted edit may succeed merely because it is small, and a second mod…

arXiv (cs)1h ago
Dastawez Jahan-Numa

LLM Inference on IMC-NoC Architecture with Balanced Dataflow and Fine-Grained Parallelism

arXiv:2609.00857v1 Announce Type: new Abstract: LLM inference has become an essential service, yet it imposes unprecedented demands on memory bandwidth, computational density, and communication efficiency. While IMC is a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources

arXiv:2609.00858v1 Announce Type: new Abstract: Effective humanitarian response depends on the rapid synthesis of heterogeneous, high-volume information sources - a task that routinely exceeds human analytical capacity i…

arXiv (cs)1h ago
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