Genetic mechanism deciphering on nitrogen-use efficiency in maize and innovative research on germplasm resources using modern molecular biology and artificial intelligence (AI) technology, including high-throughput genome sequencing data analysis, crutial genes identification for efficient nitrogen utilization, heterosis utilization and its genetic basis dissection, whole genome selection, development of noval molecular markers, and molecular breeding