KWifiManager will just connect to the AP with the strongest signal. Tell your neighbour to get some security

Evidently your neighbour has the strongest connection. Try checking:
1) Are there any walls between you and your AP?
2) Is/are your antenna(e) pointing towards it?
3) Are your walls lead-lined or -painted?
Any of these could decrease your signal strength. Failing these, get a bigger antenna