Had the same problem just a few hours ago. To solve this problem:
- Open neo4j browser from Neo4j desktop
- Use ":server user add" command to create new user
- Check the "Force password change" option
- Open common browser (chrome, firefox, etc) at http://localhost:7474/
- Login with the user you have created.
- Set a new password for the user
- Smile