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Dastawez Jahan-Numa

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1301 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Linear Complementary Pairs of MDS Codes from Elliptic Curves

arXiv:2610.29835v1 Announce Type: new Abstract: In this paper, we investigate the Linear Complementary Pairs (LCPs) of Maximum Distance Separable (MDS) codes that arise from elliptic curves. We establish geometric condit…

arXiv (cs)20h ago
Dastawez Jahan-Numa

AT-Differ: Dataset for Audio-Text Difference Captioning

arXiv:2610.29836v1 Announce Type: new Abstract: Evaluating audio-text semantic alignment is important in various audio-language tasks. Existing methods mainly quantify audio-text semantic alignment using a single score a…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Linear Self-Symmetries of Inverse-Based S-boxes: Generic Rigidity and Applications

arXiv:2610.29837v1 Announce Type: new Abstract: Finite-field inversion is a basic nonlinear building block in the design of S-boxes for symmetric cryptography. In inverse-based S-boxes, finite-field inversion is often co…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Spacetime Splines for Adaptive Robot Motions

arXiv:2610.29839v1 Announce Type: new Abstract: Movement primitives commonly represent robot mo- tions through basis functions indexed by time or phase. Inspired by spacetime representations employed in physics, we propo…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Every Part Has Its Role: Part-of-Speech Effects in LLM Post-Training

arXiv:2610.29843v1 Announce Type: new Abstract: Large language models are typically trained with next-token prediction (NTP), which rewards predicting specific tokens rather than explicitly accounting for the semantic si…

arXiv (cs)20h ago
Dastawez Jahan-Numa

RangeNav: Task-Aligned LiDAR Range-Image Pretraining for Robot Navigation

arXiv:2610.29845v1 Announce Type: new Abstract: Autonomous mobile robots operating in dense crowds and cluttered sites require $360^\circ$ perception to react to surrounding hazards. While panoramic LiDAR offers full-sur…

arXiv (cs)20h ago
Dastawez Jahan-Numa

How Do DiTs Denoise? An Aggregator-Predictor View of Attention and MLPs

arXiv:2610.29854v1 Announce Type: new Abstract: How do diffusion transformers (DiTs) represent image content and learn rules for reusing it to generalize? We develop an aggregator--predictor view of DiTs as input-adaptiv…

arXiv (cs)20h ago
Dastawez Jahan-Numa

GeoMem-VLA: Internalizing 3D Scene Understanding into Temporal Memory for Vision-Language-Action Models

arXiv:2610.29866v1 Announce Type: new Abstract: Geometric structure is essential for robotic manipulation and understanding the 3D world. Most VLA models rely on 2D representations of current observations, while geometry…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Swarmlet: a GPU-resident reformulated vortex particle method for coupled multirotor aerodynamics and flight dynamics

arXiv:2610.29867v1 Announce Type: new Abstract: We present Swarmlet, a GPU solver for the unsteady aerodynamics and flight dynamics of one or many multirotor vehicles. The wake is a meshless, evolving-core vortex particl…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Compaction Laundering: Provenance Destruction in Context-Compacting Coding Agents

arXiv:2610.29869v1 Announce Type: new Abstract: Coding agents that run long enough must compact their context, summarizing the conversation, discarding the original, and carrying the summary forward as memory. We show th…

arXiv (cs)20h ago
Dastawez Jahan-Numa

PAUSE: Search-Free Steering of Coding Agents Before Their First Source-Code Edit

arXiv:2610.29870v1 Announce Type: new Abstract: Coding agents can invest substantial effort in repository exploration and testing yet still produce unsuccessful patches. Existing online steering methods review trajectori…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Rigorous integration of semilinear parabolic PDEs: forward evolution bounds and projected boundary value problems

arXiv:2610.29871v1 Announce Type: new Abstract: In this work, we present a rigorous integrator for initial and boundary value problems for semilinear parabolic PDEs. The method builds on earlier semigroup-based approache…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Recovering Plausible Transmission Outage Scenarios

arXiv:2610.29872v1 Announce Type: new Abstract: Expansion planning for extreme weather needs outage scenarios that specify which transmission branches fail. However, public outage records often only report customers with…

arXiv (cs)20h ago
Dastawez Jahan-Numa

HAWK: Heterogeneity-Aware KV Cache Transfer for Efficient GPU-NPU Phase-Disaggregated LLM Inference

arXiv:2610.29873v1 Announce Type: new Abstract: Large language model (LLM) inference exhibits distinct computational characteristics across its two phases: prefill is compute-intensive, whereas decode is more memory-boun…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Coherent differentiation with a monoid of degrees: derivatives, Taylor expansion, finite differences...

arXiv:2610.29874v1 Announce Type: new Abstract: Coherent differentiation has been introduced a few years ago as a refinement of the (categorical semantics of the) differential lambda-calculus and of differential linear l…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Stochastic Nonlinearities Improve Uncertainty Estimation

arXiv:2610.29875v1 Announce Type: new Abstract: Reliable uncertainty estimation is important across visual recognition tasks, providing information about the confidence and reliability of model predictions. Many uncertai…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Expandable Modality Experts for Medical Vision-Language Learning

arXiv:2610.29881v1 Announce Type: new Abstract: Learning across medical imaging modalities requires making use of images without paired text and accommodating new domains while retaining existing representations. We prop…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Characterizing and Defending Utility-Hijacking in Instruction-Tuning Data Selection

arXiv:2610.29886v1 Announce Type: new Abstract: Instruction-data selectors choose which instruction-following records are used for fine-tuning, improving alignment quality, raising training efficiency, and filtering out …

arXiv (cs)20h ago
Dastawez Jahan-Numa

DynaCI: Generating GitHub Actions Workflows via Dynamic Analysis

arXiv:2610.29890v1 Announce Type: new Abstract: Continuous Integration (CI) is an essential practice that automatically validates code changes through builds and tests. However, configuring CI workflows remains challengi…

arXiv (cs)20h ago
Dastawez Jahan-Numa

Investigating the Impact of Learner Errors on Social Bias in Large Language Models

arXiv:2610.29896v1 Announce Type: new Abstract: Existing social bias benchmarks evaluate large language models mostly on fluent, well-formed English, reflecting native speaker usage and leaving non-native writers unrepre…

arXiv (cs)20h ago
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