台灣團結聯盟
Wang was nominated by the DPP to run for Keelung City mayor in 2005. After contentious discussions with the Taiwan Solidarity Union, the DPP agreed to withdraw Wang's nomination to support the TSU's Chen Chien-ming. However, Wang remained on the ballot, and finished fourth in the election.