You can remember the meaning of 过来 with this easy mnemonic:
Who would imagine that a passing (过) movie star would come (来) over and say hello to the surprised fans.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.