Author

Jiale Yang

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Open access Jul 2026

Unified UAV Open-Vocabulary Semantic Segmentation: Benchmark Construction and LLM-Guided Text–Visual Enhancement

Open-vocabulary semantic segmentation (OVSS) of unmanned aerial vehicle (UAV) imagery aims to recognize arbitrary text-specified categories in aerial scenes, but existing OVSS models often suffer from UAV-domain shifts. To provide a reproducible testbed, this paper constructs a unified UAV OVSS benchmark by reorganizin...

Kun Wang, Wei Li, Xiaopeng Liu et al. · Remote Sensing · 0 citations

Jul 2026

Graph Neural Network-based Algorithm Selection for the Traveling Salesman Problem: A Systematic Study of Cost and Rank Losses under Distinct Budget Regimes

Automated Algorithm Selection (AS) aims to improve problem-solving performance by selecting, for each problem instance, the most suitable algorithm from a predefined portfolio. This is particularly relevant to the Traveling Salesman Problem (TSP), where solver performance is strongly instance-dependent. We introduce GN...

Zhaoxuan Li, Jiale Yang, Yi-Fei Lu et al. · arXiv.org · 0 citations