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eess.IV2022★ 1 cited
An Ontology-based Method to Identify Triggering Conditions for Perception Insufficiency of Autonomous Vehicles
Xingyu Xing, Tong Jia, Junyi Chen +2
The autonomous vehicle (AV) is a safety-critical system relying on complex sensors and algorithms. The AV may confront risk conditions if these sensors and algorithms misunderstand…
cs.LG2022
LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization
Lihao Liu, Tianyue Feng, Xingyu Xing +1
Black-box functions are broadly used to model complex problems that provide no explicit information but the input and output. Despite existing studies of black-box function optimiz…