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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

A high-order multi-scale method and its error analysis for nonlocal-in-time fractionally damped wave problems in composite materials

arXiv:2610.29451v1 Announce Type: new Abstract: Significant spatial heterogeneity and nonlocal history-dependent attenuation jointly govern wave propagation in composite materials, making full-scale direct numerical simu…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Distance Field Driven Reinforcement Learning for Reactive and Robust Collision Avoidance

arXiv:2610.29452v1 Announce Type: new Abstract: Robust and reactive collision avoidance remains a central challenge for deploying Reinforcement Learning (RL) policies on real robotic manipulators, particularly when trans…

arXiv (cs)21h ago
Dastawez Jahan-Numa

BlazeVGGT: 13x Faster VGGT at 2,000 Frames via Camera Token without Training

arXiv:2610.29454v1 Announce Type: new Abstract: Feed-forward visual geometry models, exemplified by VGGT, have demonstrated strong multi-view reconstruction capabilities through dense global attention. However, the resul…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Omnilingual-MsASR: Benchmarking Multimodal, Multilingual, Long-Form Multi-Speaker ASR of Omni Large Language Models

arXiv:2610.29455v1 Announce Type: new Abstract: Omni-modal large language models (LLMs) have achieved remarkable progress in audio and video understanding. However, existing models struggle with long-form, multi-speaker …

arXiv (cs)21h ago
Dastawez Jahan-Numa

RegoMender: A Multi-agent Framework for Automated Rego Policy Repair

arXiv:2610.29456v1 Announce Type: new Abstract: Policy-as-Code (PaC) has emerged as a foundational paradigm in cloud-native systems. However, repairing Rego policies remains challenging due to their strict syntax, declar…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Harness Scaling for Generalizable Agentic Reinforcement Learning

arXiv:2610.29458v1 Announce Type: new Abstract: Agent harnesses have become a central component of modern agentic systems, shaping how models use tools, manage context, and coordinate long-horizon interaction. Realizing …

arXiv (cs)21h ago
Dastawez Jahan-Numa

Linear Twisting Sidewinding Gaits for Twistable Snake Robot Motion Planning on Complex Terrains

arXiv:2610.29461v1 Announce Type: new Abstract: Sidewinding is an efficient gait for snake robots to locomote on various terrains, by undulating the backbone curve and shifting the contact segments along it. However, rel…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Directional Posterior Feedback Fusion for Query Reformulation in Dense Retrieval

arXiv:2610.29464v1 Announce Type: new Abstract: Dense retrieval has become a fundamental paradigm for modern information retrieval, supporting efficient semantic search across a wide range of applications. Its effectiven…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Approximate Matrix Multiplication through Joint Leverage Score Sampling

arXiv:2610.29466v1 Announce Type: new Abstract: In this paper, we investigate approximate matrix multiplication through random sampling. Specifically, we propose using a non-uniform sampling distribution constructed from…

arXiv (cs)21h ago
Dastawez Jahan-Numa

PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents

arXiv:2610.29467v1 Announce Type: new Abstract: Long-horizon dialogue agents need to keep user memories stable enough for personalization while adapting when the user genuinely changes. Existing memory systems often appe…

arXiv (cs)21h ago
Dastawez Jahan-Numa

General function bases moment models for suspended sediment with vertical profile of concentration

arXiv:2610.29468v1 Announce Type: new Abstract: We introduce a general hydrostatic shallow moment framework for suspended sediment transport with vertically varying horizontal velocity and concentration profiles. The for…

arXiv (cs)21h ago
Dastawez Jahan-Numa

OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling

arXiv:2610.29472v1 Announce Type: new Abstract: Large language models (LLMs) have shown great potential as general-purpose user simulators for interactive systems. Prior studies have demonstrated that training on high-qu…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Asymmetry Tunneling Beyond Adaptive Equivariance Relaxation

arXiv:2610.29473v1 Announce Type: new Abstract: Equivariant neural networks encode prescribed symmetries as powerful inductive biases, yet real-world data may exhibit symmetry-breaking structure that these priors cannot …

arXiv (cs)21h ago
Dastawez Jahan-Numa

Extending Affordance Segmentation for Wearable Robots to Multi-Object Images

arXiv:2610.29474v1 Announce Type: new Abstract: This paper proposes a refinement to existing vision-based portable pipelines for the recognition of graspable object parts. Such pipelines can effectively support automatic…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Density-Level Backward Error for Low-NFE Generative Flows

arXiv:2610.29475v1 Announce Type: new Abstract: Low-NFE generative ODE sampling is constrained not only by solver order, but also by how a fixed budget of network evaluations is distributed along the flow. We develop a d…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Generative Modeling via Nonlinear Schr\"odinger Bridges and Branching Diffusions

arXiv:2610.29476v1 Announce Type: new Abstract: We propose a new generative modeling framework grounded in forward-backward partial differential equations (PDEs). These equations arise naturally in mean-field game (MFG) …

arXiv (cs)21h ago
Dastawez Jahan-Numa

TenetBench: A Clause-Anchored Russian Corpus for Evaluating Language Models against Professional Codes of Ethics

arXiv:2610.29477v1 Announce Type: new Abstract: Codes of professional ethics guide and restrict specialists, who increasingly work with assistants built on large language models. Such an assistant can breach the user's c…

arXiv (cs)21h ago
Dastawez Jahan-Numa

S-Rolling: Steerable Rolling Gaits for Twistable Snake Robots in Low-Clearance Environments

arXiv:2610.29478v1 Announce Type: new Abstract: Snake robots can traverse complex environments with limbless locomotion, but maneuvering in low-clearance environments remains challenging because a gait must maintain a sm…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Point Cloud Transmission With Patch-Based Rate Adaptation

arXiv:2610.29479v1 Announce Type: new Abstract: We propose a joint source-channel coding (JSCC) framework for efficient wireless point cloud transmission. In the proposed scheme, the point cloud is first divided into loc…

arXiv (cs)21h ago
Dastawez Jahan-Numa

Symmetry Inheritance and Exact Mirror Symmetry Reduction for Electric Field Vector Wave Problems with PEC Boundaries

arXiv:2610.29481v1 Announce Type: new Abstract: A symmetry-inheritance and exact domain-reduction framework is developed for the second-order vector wave equation of the electric field in bounded domains with a perfect e…

arXiv (cs)21h ago
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