3 papers
cs.CV2026
HDMamba-YOLO: Efficient State-Space Perception and Local Spatial Reconstruction for UAV Small Object
Linduo Wei, Junjie Fan, Yijun Mai +1
Small-object detection in UAV imagery is challenged by weak visual evidence, ambiguous boundaries, dense object distributions, and complex backgrounds. Effective detection therefor…
cs.CV2026
ScopeMamba-YOLO: Widening the Perceptual Scope Inward and Outward for Small Object Detection in Remote Sensing Imagery
Junjie Fan, Yijun Mai, Linduo Wei +5
Small object detection in unmanned aerial vehicle (UAV) and remote sensing imagery requires preserving high-resolution detail while modeling long-range context. Adding a stride-4 d…
cs.AI2025
STELLA: Guiding Large Language Models for Time Series Forecasting with Semantic Abstractions
Junjie Fan, Hongye Zhao, Linduo Wei +5
Recent adaptations of Large Language Models (LLMs) for time series forecasting often fail to effectively enhance information for raw series, leaving LLM reasoning capabilities unde…