The 38-year-old was with Arguello for almost four month, but decided to part ways this week, reported a website.
The two met while Longoria was producing her dating show 'Ready For Love'. Arguello was a bachelor on the program.
According to a source, there are chances that the couple will rekindle romance. "They're just on hold right now," said the source.