For most university CS labs, "research experience" comes down to 1) writing code in an overcomplicated way (because it's theoretically cooler) and 2) with no thought to future maintainability (because once the paper's published, the code gets thrown in the garbage). There are a few CS jobs where those skills come in handy! But in most jobs, even jobs doing "R&D", they're bad habits.