ChIP-seq and ChIP-chip are widely used to study gene regulation. In this talk, I will introduce our recent work on integrating large amounts of ChIP data in public domains for improving data analysis and making novel discoveries. I will first illustrate the value of public data by introducing how they can be used to remove systematic bias in the ChIP experiments, and showing what one can learn...