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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

DOBI: Dynamic Opportunistic Body Input via Spare Joint Recruitment for Hands-Free XR

arXiv:2608.30341v2 Announce Type: replace Abstract: Extended Reality (XR) systems are often most useful when users are engaged in ongoing physical tasks, yet current interaction techniques still largely assume the hands …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Proximity3D: Shape from Capacitive Proximity on Sensing Manifold

arXiv:2608.30344v2 Announce Type: replace Abstract: Most shape reconstruction methods assume measurements defined over planar sensing domains, such as RGB images or depth maps. In this paper, we use a curved capacitive t…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Will the User Ever Know? Covert Indirect Prompt Injection Attacks on Tool-Using LLM Agents

arXiv:2608.30362v2 Announce Type: replace Abstract: As LLM agents take real-world actions through tools, indirect prompt injection (IPI) has emerged as a serious threat. The standard metric, Attack Success Rate (ASR), co…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Graph Evidence Is Not Enough: Diagnosing Native Decoder Use in Graph-Augmented LLMs

arXiv:2608.30437v2 Announce Type: replace Abstract: Graph-augmented large language models often assume that graph evidence produced by external computation and placed in the input can be used by the native decoder. We te…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Curves of constant width and Lebesgue's covering problem

arXiv:2608.30538v2 Announce Type: replace Abstract: A universal cover is a convex set in the plane that contains a congruent copy of every planar set of diameter one. Lebesgue asked in 1914 for one of least area, and the…

arXiv (cs)1h ago
Dastawez Jahan-Numa

ByteX: A Unified AI Search Engine at ByteDance

arXiv:2608.30607v2 Announce Type: replace Abstract: Since 2016, ByteX has been the foundation of ByteDance's search infrastructure, scaling to more than 7,000 clusters and 300 PB of indexed data. Driven by the demands of…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Cost-efficient Active Learning for Referring Image Segmentation and Grounding

arXiv:2608.30621v2 Announce Type: replace Abstract: Collecting natural-language referring expressions along with region annotations, such as masks or boxes, is a major bottleneck in visual grounding (VG), as annotators m…

arXiv (cs)1h ago
Dastawez Jahan-Numa

BiG-SURE - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of LLMs

arXiv:2608.30646v2 Announce Type: replace Abstract: Reliable uncertainty estimation is a crucial requirement for deploying large language models (LLMs) and vision-language models (VLMs) in safety-critical settings, espec…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Calibrating Small Language Models for Claim Check-Worthiness Detection

arXiv:2608.30731v2 Announce Type: replace Abstract: Assessing claim check-worthiness is an essential first step in automated fact-checking pipelines. This work is motivated by a real deployment challenge at an early-stag…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Autoregressive Mosaics: Probing 2D Spatial Reasoning in Text-Only Language Models

arXiv:2608.30751v2 Announce Type: replace Abstract: Large language models (LLMs) trained only on text and code can sometimes generate programs that draw recognizable images. However, it is unclear whether this reflects a…

arXiv (cs)1h ago
Dastawez Jahan-Numa

TopoCompress: Long Context Compression via Graph-Wired Semantic Trajectories

arXiv:2608.30811v2 Announce Type: replace Abstract: Long-context compression is essential for reducing the cost and latency of large language model inference. However, existing methods can fragment important evidence, re…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence

arXiv:2608.31075v2 Announce Type: replace Abstract: Recent advances in large reasoning models (LRMs) have shown that reinforcement learning with verifiable rewards (RLVR) can substantially improve reasoning in mathematic…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Degree bounds and synchronization in Gr\"{o}bner basis computations for affine semi-regular systems

arXiv:2404.03530v4 Announce Type: replace-cross Abstract: Determining the complexity of computing Gr\"obner bases is an important problem in both theory and practice, and solving degrees provide a central measure of this…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Most Malicious Ma\^{i}tre D'

arXiv:2407.09000v3 Announce Type: replace-cross Abstract: We revisit the family of "napkin problems" first discussed by Peter Winkler in his 2004 puzzle book and discussed subsequently in several papers. This family of p…

arXiv (cs)1h ago
Dastawez Jahan-Numa

The Complexities of Differential Privacy for Survey Data

arXiv:2408.07006v2 Announce Type: replace-cross Abstract: The concept of differential privacy (DP) has gained substantial attention in recent years, most notably since the U.S. Census Bureau announced the adoption of the…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Generalization Bounds for Markov Algorithms through Entropy Flow Computations

arXiv:2502.07584v3 Announce Type: replace-cross Abstract: Many learning algorithms can be represented as Markov processes, and understanding their generalization error is a central topic in learning theory. For specific …

arXiv (cs)1h ago
Dastawez Jahan-Numa

Categorical algebra of conditional probability

arXiv:2502.14941v2 Announce Type: replace-cross Abstract: In the field of categorical probability, one uses concepts and techniques from category theory, such as monads and monoidal categories, to study the structures of…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Performance evaluation of variational quantum eigensolver and quantum dynamics algorithms on the advection-diffusion equation

arXiv:2503.24045v3 Announce Type: replace-cross Abstract: Near-term quantum algorithms are a promising route to solving partial differential equations, but gauging their true potential requires separating algorithmic per…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Angle diversity receiver as a key enabler for reliable ORIS-based Visible Light Communication

arXiv:2505.10129v2 Announce Type: replace-cross Abstract: Visible Light Communication (VLC) offers a promising solution to satisfy the increasing demand for wireless data. However, link blockages remain a significant cha…

arXiv (cs)1h ago
Dastawez Jahan-Numa

Online simultaneous inference for quantiles via smoothed stochastic gradient descent

arXiv:2505.13299v2 Announce Type: replace-cross Abstract: This paper considers the estimation of quantiles via a smoothed version of the stochastic gradient descent (SGD) algorithm. By smoothing the score function with a…

arXiv (cs)1h ago
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