No, JNI_OnLoad() wont work for the library called from NativeActivity (Credit). Instead, I guess ANativeActivity_onCreate() compensate for it.

I had to use RegisterNatives() which could just as well be called in ANativeActivity_onCreate().

Android Dev is fun /s