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Jenq-Shiou Leu

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Conference Aug 2026

CLIPAir-YOLO: Semantic-Guided Feature Alignment for Fine-Grained Aircraft Detection in Remote Sensing Images

Accurate identification of military aircraft in satellite imagery is critical for defense intelligence and battlefield situational awareness due to the high visual similarity among military aircraft classes. Conventional detectors such as YOLOv8 often fail to distinguish subtle physical details because they rely solely...

Adila Chusnul Fatiyah, Jenq-Shiou Leu, I. Prasetyo · 0 citations
Open access Sep 2026

DINOv2-Pretrained Vision Transformers for Stroke and Heart Failure Detection from Chest X-rays with Limited Labeled Data.

Cardiovascular and cerebrovascular diseases are leading causes of death worldwide, motivating scalable, noninvasive screening approaches. Chest X-rays (CXRs) are widely available, but current deep learning methods rely on large labeled datasets that are costly to obtain in clinical practice. We propose a three-stage fr...

Ming-Han Tsai, Jalu Veda, Jenq-Shiou Leu et al. · 0 citations
Conference Aug 2026

Non-Preemptive Conditional Handover Strategy for High-Reliability LEO Satellite Networks

Mobility management in Low-Earth Orbit (LEO) satellite networks faces severe challenges due to high-speed satellite dynamics, where conventional signal-based handover mechanisms often trigger excessive redundant handovers and signaling storms. Although the 3GPP Conditional Handover (CHO) framework improves reliability,...

Yu-Chiao Jhuang, Wan-Ru Yao, Jenq-Shiou Leu et al. · 0 citations
Open access Aug 2026

CapChain: A Capability-Token Access Control Architecture with Verifiable Provenance for Multi-Agent LLM Systems

CapChain brings cryptographic, capability-based access control and audit-by-construction provenance to a structural locus that prompt-level defenses cannot reach by relocating enforcement from the language model to the state-transition layer that graph-structured orchestrators expose.

Tuck-Wai Choong, Wen-Bin Hsieh, Jenq-Shiou Leu · 2 citations

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