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Shengxiang Xu

3 accepted papers

2026

AirNavigation: Let UAV Navigation Tell Its Own Story

AAAI 2026technical

Testing autonomous navigation algorithms of Unmanned Aerial Vehicles (UAVs) in real-world scenarios often entails significant safety risks. In this paper, we aim to build a flexible yet user-friendly UAV autonomous navigation simulator. Ideally, it should closely emulate real-world environments, sup

Cited by 0SourcePDFScholar
2026

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow

AAAI 2026technical

Remote sensing imagery presents vast, inherently unstructured spatial data, necessitating sophisticated reasoning to interpret complex user intents and contextual relationships beyond simple recognition tasks. In this paper, we aim to construct an Earth observation workflow to handle complex queries

Cited by 0SourcePDFScholar
2025

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification

ICASSP 2025accepted

Since high resolution remote sensing image classifi-cation often requires a relatively high computation complexity, lightweight models tend to be practical and efficient. Model pruning is an effective method for model compression. However, existing methods rarely take into account the specificity of…

Cited by 0SourceScholar