Should be able to do this using the boolean advanced section near the bottom of the query 
page. For example:

https://bugzilla.redhat.com/bugzilla/buglist.cgi?
query_format=&short_desc_type=allwordssubstr&short_desc=&component_text=&long_d
esc_type=allwordssubstr&long_desc=&bug_file_loc_type=allwordssubstr&bug_file_loc=&st
atus_whiteboard_type=allwordssubstr&status_whiteboard=&fixed_in_type=allwordssubstr
&fixed_in=&qa_whiteboard_type=allwordssubstr&qa_whiteboard=&devel_whiteboard_type
=allwordssubstr&devel_whiteboard=&keywords_type=allwords&keywords=&cust_facing=
&cust_facing_type=substring&emailassigned_to1=1&emailtype1=exact&email1=&emailas
signed_to2=1&emailreporter2=1&emailqa_contact2=1&emailcc2=1&emailtype2=exact&e
mail2=&bugidtype=include&bug_id=&changedin=&chfieldfrom=&chfieldto=Now&chfieldv
alue=&cmdtype=doit&remaction=run&namedcmd=allmypackages&order=Bug+Number+
Ascending&field0-0-0=alias&type0-0-0=equals&value0-0-0=rhn360sat

Also if you know the exact alias, then you can just type it into the Goto bug # field at the 
top of each page and it will load the bug for you.