Police, who arrested Rex Chen in a drug sting operation two years ago, are hunting foreign hitmen over the murders of Chen and his wife.

A Chinese Foreign Ministry statement urged the U.S. to stop arming Taiwan and stop what it called “dangerous moves that ...