Hello @Zhou Wentong
The role Synapse Contributor is on IAM or Access Control tab in Synapse Analytics?
Similar case happened with me wherein my team mate had SQL Contributor rights in Synapse Analytics Access Control whereas I just had access on IAM
Can you please check the access once?