Oil closed up Tuesday, powering some energy stocks higher, but billionaire investor Leon Cooperman wouldn't necessarily use the rally to buy companies in the sector.

"What's going on in China, I would not want to be buying aggressively into oil. I would be looking elsewhere," the founder of hedge fund firm Omega Advisors said in an interview with CNBC's "Closing Bell" on Tuesday.