The specific name, sui, was named in honor of Senior Preparator Youling Sui, a notable restorer of dinosaur remains. Bellusaurus was the last restoration undertaken by Mr. Sui.
The species name "sui" was chosen to honor Senior Preparator Youling Sui, who was a skilled restorer of dinosaur fossils.  Bellusaurus is the last restoration project that Mr. Sui completed.