Epileptic encephalopathy is a common devastating epilepsy with etiologies remain largely elusive, despite application of whole gene/exon sequencing on large cohorts. This study targeted on childhood epileptic encephalopathy, typically Lennox-Gastaut syndrome that is featured by age-dependent onset and characteristic clinical manifestations. Trio-based whole-exome sequencing with individualized analysis before statistic studies was employed, including individualized analysis on each trio by explainable inheritance origin and stratified frequency filtration and on each gene from four aspects. This study identified three novel candidate genes in 235 patients, includingSBF1withde novovariants in three cases,CELSR2with biallelic recessive variants in eight cases, andTENM1with X-linked recessive variants in six cases. These genes presented significant repetitiveness, including significant higher excess ofde novovariants inSBF1and excess of biallelic variants inCELSR2, and aggregated frequencies of variants inSBF1,CELSR2, andTENM1. The frequency of compound heterozygous/homozygousCELSR2variants in the cases was significantly higher than that in the asymptomatic parent-controls. Further experiments with knock-down/knock-out of these genes showed increased seizure-like behavior and increased firing of excitatory neurons. This study highlights the implication of phenotype sub-classification, individualized analysis in combination with statistic studies, and use of controls for compound heterozygous variants.