I've heard varying degrees of success or horror stories about cycling with knee compression sleeves, ranging from Don't Do It! to Best Thing I Ever Did!... none of which struck me as being more than anecdotal. The most authoritative comment I heard came from an orthopedic surgeon who said if you are going to cycle with a knee compression sleeve absolutely make sure you get one with the open patella.