Asian stocks remained in the doldrums on Thursday, hit by a confluence of factors, which includes a weaker finish on Wall Street overnight, growth worries in Australia and jitters over tighter margin trading rules in China.

Overnight, U.S. markets were spooked by higher bond yields and as investors weighed the ADP Employment Report which showed 169,000 jobs created in April, missing expectations for a rise of 200,000.