Whenever considering a conference, check to see if it offers travel awards or scholarships. They are typically under-utilized and can make travel a lot cheaper!
Conferences:
Cold Spring Harbor Laboratory Meetings and Courses
Societies:
American Academy for the Advancement of Science (AAAS)
American Society for Microbiology (ASM)