Query Server users can only update their own password. To change the password of a user without knowledge of that user's password, login as qsadmin, delete the user and re-create the user.
Start your MySQL client.
Type mysql -h <hostname> -P 15616 -u <username> -p exhr
When prompted for a password type qspass
Type SET PASSWORD = PASSWORD(<newpassword>);, then press Enter.