Pipelines are used to convey fluid in the engineering fields such as aerospace, oil transportation, deep-sea exploration, nuclear power engineering and so on. The strong coupling between the pipes and fluid is induced by the complex structural and functional design, support conditions, internal fluid and external environment, resulting in dynamic problems which severely limit the engineering application of the pipes conveying fluid in various fields. Therefore, the complex dynamic behavior of pipes conveying fluid has been attracted wide attention of scholars in engineering and science. The latest research and progress in vibration and control of pipe conveying fluid are reviewed and discussed in this paper.