In 2004, Wu won the best poster award at the Materials Research Society Solid State Chemistry Symposium. In 2005, she won the University of Pennsylvania S. J. Stein Prize for or superior achievement in the field of new or unique materials or applications for materials in electronics. Wu was honored with the outstanding poster presentation at the 14th annual NIST chapter of Sigma Xi poster competition. In 2010, Wu received the Sidhu Award from the Pittsburgh Diffraction Society for her exceptional contribution to the structural investigation of new materials for energy storage applications. In 2017, she received the Department of Commerce Bronze Medal for producing an entirely new route to synthesizing hydrogen-storage materials for fuel cells based on the complex chemistry of amines and boranes. In 2018, she was recognized by Clarivate Analytics as a highly cited researcher in the field of Cross-Field.