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Dastawez Jahan-Numa

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1353 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

Space Generative AI with Solar Energy Harvesting

arXiv:2609.01062v1 Announce Type: new Abstract: Satellites are emerging as promising platforms to extend generative \emph{artificial intelligence} (AI) services to remote areas lacking terrestrial infrastructure. However…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Artificial Rosetta Stone: Constrained Maximum A Posteriori (MAP) Reconstruction of Symbolic Raga Sequences via Order-k Markov Models

arXiv:2609.01064v1 Announce Type: new Abstract: Reconstructing a damaged musical fragment is an inverse problem: the observed sequence contains partial information, while a raga encodes constraints limiting allowable com…

arXiv (cs)1h ago
Dastawez Jahan-Numa

World Model-Guided Reinforcement Learning via Counterfactual User Engagement Simulation

arXiv:2609.01067v1 Announce Type: new Abstract: Reinforcement learning for user-centric agents is limited by the cost, latency, and risk of collecting online feedback, as well as by the lack of counterfactual comparisons…

arXiv (cs)1h ago
Dastawez Jahan-Numa

OUTLETS: Output-Length Prediction from Speculative Decoding Backbones

arXiv:2609.01068v1 Announce Type: new Abstract: The heavy-tailed distribution of output lengths in Large Language Model (LLM) serving poses major challenges for resource provisioning and cluster scheduling. Although outp…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Asymptotically Optimal List Size of Random Linear Codes

arXiv:2609.01070v1 Announce Type: new Abstract: We prove that for every fixed prime power $q$, every $p\in(0,1-1/q)$, and every $\varepsilon>0$ with $1-H_q(p)-\varepsilon>0$, a random linear code over $\mathbb{F}_q$ of r…

arXiv (cs)1h ago
Dastawez Jahan-Numa

DART: Aiming for Tail-Delay Control in Reconfigurable Networks

arXiv:2609.01071v1 Announce Type: new Abstract: Many systems serve different job classes by switching among configurations. Often, reconfiguration takes a stochastic amount of time that depends on direction and can diffe…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration

arXiv:2609.01072v2 Announce Type: new Abstract: Post-hoc calibration corrects reported confidence, yet a multiclass calibrator can also change the associated top-1 prediction. Accuracy captures only the net effect of the…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Post-hoc Alignment of LLM-judges to Human Judgment Distribution

arXiv:2609.01073v1 Announce Type: new Abstract: The LLM-as-a-judge (LLMaJ) framework offers a cost-effective and reproducible solution for automatic evaluation. However, current evaluation practices typically compare LLM…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Lacan: Making Accountability in Anonymous Networks Real

arXiv:2609.01075v1 Announce Type: new Abstract: Anonymity and accountability are essential properties for our everyday activity on the Internet. However, they appear contradictory, and their reconciliation remains far fr…

arXiv (cs)1h ago
Dastawez Jahan-Numa

JENGA: Exploiting Counter-Based RowHammer Countermeasures to Break Real-Time Predictability

arXiv:2609.01077v1 Announce Type: new Abstract: Safety-critical real-time systems must satisfy multiple dependability requirements, notably time predictability and security. In such systems, tasks must complete within bo…

arXiv (cs)1h ago
Dastawez Jahan-Numa

StateSwap: Probing Support-Elimination Hidden States in Multiple-Choice Questions

arXiv:2609.01081v1 Announce Type: new Abstract: Large language models often answer the same multiple-choice question inconsistently when it is posed under support-oriented and elimination-oriented framings. We investigat…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Update for Decisions, Not Freshness: Goal-Oriented Status Updating and Selective Offloading at the Network Edge

arXiv:2609.01082v1 Announce Type: new Abstract: In an edge--cloud collaborative edge-computing environment, an edge node (EN) must decide whether each user task should be executed locally, forwarded to a remote service (…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Hardware Acceleration of Block-Diffusion LLM for Edge Devices

arXiv:2609.01084v1 Announce Type: new Abstract: Single-stream (batch-one) edge inference cannot amortize weight traffic across requests. Full-attention diffusion LLMs recompute the entire sequence at every step; native b…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Fine-Tuning Large Language Models to Classify Pull Request-Issue Alignments: Going Beyond Prompting

arXiv:2609.01087v1 Announce Type: new Abstract: Context: Accurate alignment between pull requests (PRs) and corresponding issues is crucial for efficient software development and maintaining code quality, as misalignment…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Adaptive Depth-Map-Guided Bundle Adjustment for Correspondence-Free Multi-View Point Cloud Registration

arXiv:2609.01089v1 Announce Type: new Abstract: Robotic processing of irregular steel scrap requires dense 3-D measurement to replace manual visual assessment in hazardous cutting workcells. The reconstructed map is used…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Modelpedia: A Catalog of Model Findings for the Meta-Science of AI

arXiv:2609.01090v1 Announce Type: new Abstract: Scientific knowledge about AI models is produced faster than the community can organize it. Every few months a new foundation model reshapes the field and hundreds of paper…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation

arXiv:2609.01091v2 Announce Type: new Abstract: Beyond intended capabilities, model distillation can transfer hidden traits from a teacher. A teacher biased by a system prompt can generate semantically clean training dat…

arXiv (cs)1h ago
Dastawez Jahan-Numa

IT-TextFusion: Iterative Text-Image Interaction with Text-Guided Residual Refinement for Degradation-Aware Image Fusion

arXiv:2609.01092v1 Announce Type: new Abstract: Text-guided image fusion has recently emerged as an effective paradigm for integrating multi-modal information while enabling flexible and task-oriented fusion control. How…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Reliable LLM-Generated Programs for High-Energy Physics Experiments through Graph-Grounded Software Knowledge

arXiv:2609.01095v1 Announce Type: new Abstract: Extracting physics information from modern particle-physics experiments requires multistage analyses implemented on top of large and highly interconnected software ecosyste…

arXiv (cs)1h ago
Dastawez Jahan-Numa

CRSF: Collusion-Resilient Privacy-Preserving Sensor Fusion with Byzantine-Robust Participation

arXiv:2609.01096v1 Announce Type: new Abstract: Privacy-preserving sensor fusion enables an untrusted server to compute an aggregate result over distributed sensor measurements without learning either individual inputs o…

arXiv (cs)1h ago
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