In a pedagogical perspective, the teaching concept of CSE is to integrate the computing methodologies of mathematics and physics into SE courses, as well as to extend the scope of computing with the aid of computer. We review the education reform for CSE during the last two years, and discuss some course design issues in the teaching cases in particular. We finally summarize the lessons we can learn from exploratory course-teaching.