Since arguably Bodhisattva Practice (bodhisattva-carya) is the foundation of Mahayana Buddhist ethics, it is significantly important for Bodhisattva compassion to be compatible with other Buddhist doctrines, specifically with the doctrine of 'no-self ' (anatta). There are two thoughts on the relation between compassion and 'no-self ': they are compatible or incompatibility. Most Buddhist authors accept the former view. However, the principal problem with the two views is that their arguments have not been singled out. So the acceptance or denial of the compatibility may not be well grounded. This paper is to identify and evaluate the arguments for and against the agreeability, and to defend the compatible view.