Ways to access Microsoft Graph API
Update on Martin answer, Java SDK is released and available for public preview :- https://github.com/microsoftgraph/msgraph-sdk-java.
Im not aware of any Java SDK for Microsoft Graph. However, you can use jsonutil to generate your java objects which will reduce at least some work.
Edit: As mentioned by Pranay, a Java SDK is released, you should use this instead.