Does SimpleX even sync messages between the phone and the desktop? Last time I checked they didn't unless you were maybe on the same network
It is, at least, intentionally designed that way, for better or worse.
You can get per-conversation sync by joining multiple clients to the conversation.
It's one of those things where you'd probably want to be less secure and always sync to all devices.