China Airlines has round-trip flights from Los Angeles (LAX) to Taipei (TPE) for $577, NONSTOP. Flights October to February. Departures on Monday, Wednesday, and Friday.
Note: It’s possible to get this for cheaper if you accept flights on mainland Chinese carriers that have long connections, or bad routing. We don’t think those are going to be worth the extra 10-hours of travel time.