Moved into my new house last year, put some annuals in the garden and within a few weeks these guys completely took over...they are just starting to come back again...this pic is from last year when they were in full swing. Please help me ID them and any suggestions for killing them would be extremely helpful (totally new to gardening). Thank you.

Here is a link that might be useful: Garden Weed