Author

Xiang Li

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Open access Sep 2026

WaterMamba: A Hybrid Mamba-Enhanced Detection Transformer for Small River Obstacle Detection in Complex Hydrological Environments

Small river obstacles are difficult to distinguish from reflections, ripples, turbidity, and low-contrast backgrounds, while spatial-only detectors may inadequately preserve small-target detail and long-range water-surface context. We propose WaterMamba, a hybrid Mamba-enhanced detection transformer built on RT-DETR. T...

Xiang Li, Lang Qin, Li Ren · Italian National Conference... · 0 citations

Conference Sep 2026

Infrared small target detection in complex scenes via complementary feature enhancement

Infrared small target detection is important for remote sensing surveillance, precision guidance, and early warning, but reliable detection in complex scenes remains difficult because small targets usually occupy only a few pixels and exhibit weak contrast and low signal-to-noise ratio. Complex background clutter, incl...

Yi-Wen Wang, Wei Zheng, Yi-Ming Zhao et al. · Global Intelligent Industry... · 0 citations

#artificial intelligence Preprint Sep 2026

Dynamic Kuramoto-Hodge Operators for PDEs on Complex Geometries and Topologies

This work introduces the Dynamic Kuramoto--Hodge Operator (DKHO), which combines topology-constrained interactions with learned coordination and suggests that coupling topological structure with adaptive dynamics provides an effective inductive bias for accurate and parameter-efficient PDE operator learning on complex...

Xiang Li, Yue Song · 0 citations