If you are willing to spend money on videos' views, you can do so by Youtube's Display Network Advertising. This is by investing money through ads. However, if you are not, then you will really have to push through and double your effort in sharing your videos.
What are the most common topics in your videos? Are you advertising your own site/business or are you doing some informative videos/tutorials? Usually, your strategy will be depending on your video contents.