Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks

ZHIQIAN CHEN, Department of Computer Science and Engineering, Mississippi State University, U.S.A FANGLAN CHEN, Department of Computer Science, Virginia Tech, U.S.A LEI ZHANG, Department of Computer Science, Virginia Tech, U.S.A TAORAN JI, Department of Computer Science, Virginia Tech, U.S.A KAIQUN FU, Department of Computer Science, Virginia Tech, U.S.A LIANG ZHAO, Department of Computer Science, Emory University, U.S.A FENG CHEN, Department of Computer Science, The University of Texas at Dallas, U.S.A LINGFEI WU, JD.COM Silicon Valley Research Center, U.S.A CHARU AGGARWAL, IBM T. J. Watson Research Center, U.S.A CHANG-TIEN LU, Department of Computer Science, Virginia Tech, U.S.A