The underlying library will handle Excel 2007+ (.xlsx) files without a problem, but the ExcelImportService has a hard-coded expectation that the file is in Excel 97-2003 (.xls) format.
There is also a hard-coded expectation that the data to import is in the first worksheet in the file.