Try buying a one-way ticket to TPE and buy another one way ticket from TPE. It might be cheaper than buying a round trip ticket to TPE.
On SQ and MH, I see that the one-way fare LAX-TPE is $1,370 in business class. Then I see that the one-way fare TPE-LAX is $932 on MH and $1,100 on SQ.