Author

Zhi-Li Zhang

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Review Open access Sep 2026

Systematic review of training-free neural architecture search: research progress, core challenges, and future directions

Neural Architecture Search (NAS) serves as a performance engine for automated machine learning, driving intelligent advancements across various domains. However, its development has been significantly constrained by the prohibitively high computational costs involved. Training-Free Neural Architecture Search (TFNAS)...

Xin-Yu Li, Zhao-Fa Zhou, Zhi-Li Zhang et al. · Artificial Intelligence Revi... · 0 citations

Open access Sep 2026

HESVI: Event-Based Stereo Visual–Inertial SLAM with Hybrid Marginalization and Adaptive Heterogeneous Kernel for UAV Remote-Sensing Applications

Unmanned aerial vehicles (UAVs) have become essential platforms for remote sensing in challenging environments such as high-dynamic-range (HDR) scenes and low-texture areas. However, conventional frame-based visual–inertial simultaneous localization and mapping (SLAM) systems often suffer from motion blur and overexpos...

Jun-Yang Zhao, Han Yu, Zhi-Li Zhang et al. · Drones · 0 citations

Open access Aug 2026

MPC-DETR: A Multi-Scale Patch Context Transformer for Small Object Detection in UAV Imagery

Small-object detection in unmanned aerial vehicle (UAV) imagery remains challenging because target objects often occupy only a few pixels, exhibit weak feature responses, and are easily obscured by complex backgrounds. These aspects significantly limit the effectiveness of end-to-end detection systems. To overcome thes...

Quan-Xiang Wang, Zhao-Fa Zhou, Zhi-Li Zhang · Remote Sensing · 0 citations