RepresentationLearningovergraphstructureddatahasreceivedsignificantattention recentlyduetoitsubiquitousapplicability.However,mostadvancementshave beenmadeinstaticgraphsettingswhileeffortsforjointlylearningdynamicofthe graphanddynamiconthegrapharestillinani