GM Korea Co., the South Korean unit of U.S. automaker General Motors Co., said Thursday that it stopped taking new orders for its popular Malibu diesel midsize sedan due to supply problems.

The drastic drop in Chevrolet Korea sales during October deepened the Bow Tie brand’s negative performance in the Asian country, keeping the Bow Tie brand in the red in the same way as during ...