Place tortilla chips in a single layer on a microwavable plate or tray. Top each chip with 1 teaspoon beans and 1 1/2 teaspoons cheese. Evenly divide the chiles and olives among the tortilla chips.
Microwave on high until the cheese is melted, about 1 minute. Remove, and garnish with cilantro leaves. Serve immediately.