You can't just walk out on us like this.你不能就这样丢下我们不管。

walk out on，相当于abandon或desert（遗弃；抛弃）
　　再如:
　　She treated him badly，but she never thought he'd walk out on her．
　　她待他很不好，可她从不认为他会抛弃她。