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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

How Well Does AI-Generated Feedback Work? Intrinsic and Extrinsic Evaluation across more than 20,000 EFL Essay Drafts

arXiv:2607.14591v1 Announce Type: new Abstract: This study examines feedback in English as a Foreign Language (EFL) writing contexts, focusing on written corrective feedback (WCF). Large language models (LLMs) can provid…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Memory-Driven Self-Disclosure and Relational Turning Points: A Longitudinal Multimodal Study of Human-AI Interaction

arXiv:2607.14593v1 Announce Type: new Abstract: As conversational AI systems are designed for repeated use, a central question is how a series of interactions becomes a relationship. We present a longitudinal multimodal …

arXiv (cs)3h ago
Dastawez Jahan-Numa

MagicPrompt: Ultra-Lightweight Prompt Tuning for Video Generation

arXiv:2607.14595v1 Announce Type: new Abstract: Large-scale video diffusion models (VDMs) deliver strong generation performance, but full fine-tuning for downstream tasks incurs prohibitive computational costs. Existing …

arXiv (cs)3h ago
Dastawez Jahan-Numa

A Deterministic Binary Fingerprinting Framework with Zero-Trained Feature Extraction for Sparse Count Matrices

arXiv:2607.14596v1 Announce Type: new Abstract: Sparse count matrices from single-cell transcriptomes to k-mer profiles and document-term frequencies are conventionally analyzed via PCA-reduced graph clustering or iterat…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Hough-SIFT: Robust Image Registration for Linear Structures via Hough Space

arXiv:2607.14598v1 Announce Type: new Abstract: Image registration is essential in applications such as electronic image stabilization. Scale-Invariant Feature Transform (SIFT), a widely used local keypoint detector and …

arXiv (cs)3h ago
Dastawez Jahan-Numa

A Nonlinear Model Predictive Control Perspective on Gradient-Based Optimization: A New Efficient, Parameter-Free and Provably Stable Algorithm

arXiv:2607.14600v1 Announce Type: new Abstract: This paper discusses some aspects related to gradient-based optimization algorithms with special focus on the requirements associated to their use in the implementation of …

arXiv (cs)3h ago
Dastawez Jahan-Numa

SYNAPSE: A Multi-LLM Orchestrated AI Tutor for Secure Software Development Education with Neurodivergent-First Design

arXiv:2607.14601v1 Announce Type: new Abstract: Developers who maintain real systems must continually recognise and remediate vulnerabilities in existing code, yet this skill is rarely trained directly: secure software d…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Accelerating A/B-Tests with Counterfactual Estimation: Reducing Variance through Policy Overlap

arXiv:2607.14604v1 Announce Type: new Abstract: Online controlled experiments are the gold standard for hypothesis testing in online platforms. Notwithstanding their ubiquity, they are notoriously expensive to run, and i…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Investigating first-language bias in LLM-based automated essay scoring: A cross-prompt evaluation of an open-weight AI-model on TOEFL essays

arXiv:2607.14605v1 Announce Type: new Abstract: This study examines the cross-prompt generalization and first-language (L1) scoring effects of a LoRA-adapted open-weight large language model (Gemma-3-27B-it) applied to a…

arXiv (cs)3h ago
Dastawez Jahan-Numa

An Evidential Reasoning Approach for Aerial Target Classification and Intent Prediction

arXiv:2607.14606v1 Announce Type: new Abstract: Timely classification and intent prediction of aerial targets is crucial for a combat aircraft to make informed tactical decisions. The prevailing approach for aerial targe…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Auditing Fairness-Privacy Trade-offs: Subpopulation-Level Effects of Fairness-Enhancing Algorithms

arXiv:2607.14607v1 Announce Type: new Abstract: Machine learning (ML) models deployed in sensitive domains such as healthcare, law enforcement, and finance must satisfy not only utility requirements but also fairness and…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Representation-Aligned Tactile Grounding for Contact-Rich Robotic Manipulation

arXiv:2607.14609v1 Announce Type: new Abstract: Tactile-enhanced vision-language-action (VLA) policies have been introduced for contact-rich manipulation, where critical interaction states are often hidden from vision. F…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Steering dynamic network centrality via control theory

arXiv:2607.14610v1 Announce Type: new Abstract: Time-evolving networks, or temporal networks, play a crucial role in modeling dynamic interactions across various domains, including biology, social sciences, and informati…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Bad Memory: Evaluating Prompt Injection Risks from Memory in Agentic Systems

arXiv:2607.14611v1 Announce Type: new Abstract: A growing class of agentic systems maintain persistent state across sessions through memory files, behavioral preferences, and knowledge bases. While this makes agents more…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Angular Gaussian Supervised Contrastive Learning for Long-Tailed Electrocardiogram Arrhythmia Diagnosis

arXiv:2607.14613v1 Announce Type: new Abstract: Long-tailed label distributions reduce the reliability of deep learning for electrocardiogram (ECG) arrhythmia diagnosis, particularly for clinically important but rare abn…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization

arXiv:2607.14614v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) commonly uses entropy for advantage shaping. However, entropy cannot distinguish useful uncertainty from detrimental c…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Gradient-enhanced spline dimensional decomposition for uncertainty quantification with limited training samples

arXiv:2607.14615v1 Announce Type: new Abstract: A spline dimensional decomposition (SDD) surrogate effectively represents high-dimensional engineering responses with localized features and complex nonlinearities in uncer…

arXiv (cs)3h ago
Dastawez Jahan-Numa

SportD: Can VLMs Physically Strategize?

arXiv:2607.14616v1 Announce Type: new Abstract: Vision--language models have become increasingly capable of interpreting visual scenes, but it remains unclear whether they can use information to make strategically effect…

arXiv (cs)3h ago
Dastawez Jahan-Numa

Efficient Pattern Matching for Unordered Term Tree Patterns under Generalized Height-Constrained Bindings

arXiv:2607.14617v1 Announce Type: new Abstract: Unordered trees are useful for modeling hierarchical structures in which the order among siblings is irrelevant. To represent flexible structural patterns in such data, uno…

arXiv (cs)3h ago
Dastawez Jahan-Numa

PolyQ: Codesigning End-to-End Quantization Framework for Scalable Edge CPU LLM Inference

arXiv:2607.14618v1 Announce Type: new Abstract: CPUs are the most universal target for on-device LLM inference, but existing low-bit quantization methods offer either coarse operating points or fine-grained mixed precisi…

arXiv (cs)3h ago
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