You can remember the meaning of 离开 with this easy mnemonic:
I will leave (离) through that open (开) door and depart this building in a blink of an eye if you don't give me a raise.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.