I guarantee the skinny long distance runners and pro cyclists you see all pound far more ultra processed pure sugar than anyone fat you know. It's literally the only way to take in calories fast enough to keep exercising at an intense level for hours.

Regardless of diet you will lose weight if you eat fewer calories than your body is burning. It will be harder if you eat junk food, but quite possible.