Houbing Song — accepted AI-conference papers

2025

Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey

Kamal Acharya, Iman Sharifi, Mehul Lad, Liang Sun, Houbing Song

IJCAI 2025

Neurosymbolic AI combines neural network adaptability with symbolic reasoning, promising an approach to address the complex regulatory, operational, and safety challenges in Advanced Air Mobility (AAM). This survey reviews its applications across key AAM domains such as demand forecasting, aircraft

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2021

Adaptive RF Fingerprint Decomposition in Micro UAV Detection based on Machine Learning

Chengtao Xu, Fengyu He, Bowen Chen, Yushan Jiang, Houbing Song

ICASSP 2021accepted

Radio frequency (RF) signal classification has significantly been used for detecting and identifying the features of unknown unmanned aerial vehicles (UAVs). This paper proposes a method using empirical mode decomposition (EMD) and ensemble empirical mode decomposition (EEMD) on extracting the commu…

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