Instant messenger: Whatsapp

my phone got stolen when I was abroad. It had whatsapp. planning to get a new smartphone so if I download whatsapp on the new phone ( same number btw) will my whatsapp on my stolen phone remove me? so that the person who stole it can't see my whatsapp or send them?