Technical Program

SS-L15: Signal Processing for Big Data

Session Type: Lecture
Time: Friday, May 17, 08:30 - 10:30
Location: Auditorium 1
Session Chairs: Qing Ling , Sun Yat-Sen University and Zhi Tian, George Mason University
 
SS-L15.1: LATENT HETEROGENEOUS MULTILAYER COMMUNITY DETECTION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Hafiz Tiomoko Ali; Huawei Noah's Ark Lab
         Sijia Liu; Massachusetts Institute of Technology-IBM Watson AI Lab
         Yasin Yilmaz; University of South Florida
         Romain Couillet; University of Grenoble-Alpes
         Indika Rajapakse; University of Michigan
         Alfred O. Hero; University of Michigan
 
SS-L15.2: GLOBALLY CONVERGENT ACCELERATED PROXIMAL ALTERNATING MAXIMIZATION METHOD FOR L1-PRINCIPAL COMPONENT ANALYSIS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Peng Wang; The Chinese University of Hong Kong
         Huikang Liu; The Chinese University of Hong Kong
         Anthony Man-Cho So; The Chinese University of Hong Kong
 
SS-L15.3: SUPPORT TENSOR MACHINE FOR FINANCIAL FORECASTING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Giuseppe G. Calvi; Imperial College London
         Vladimir Lucic; Macquarie Bank
         Danilo P. Mandic; Imperial College London
 
SS-L15.4: A RECURRENT GRAPH NEURAL NETWORK FOR MULTI-RELATIONAL DATA
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Vassilis N. Ioannidis; University of Minnesota
         Antonio G. Marques; King Juan Carlos University
         Georgios B. Giannakis; University of Minnesota
 
SS-L15.5: SAFETY IN THE FACE OF UNKNOWN UNKNOWNS: ALGORITHM FUSION IN DATA-DRIVEN ENGINEERING SYSTEMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Nina Kshetry; Ensaras, Inc.
         Lav Varshney; University of Illinois at Urbana-Champaign
 
SS-L15.6: BYZANTINE-RESILIENT DISTRIBUTED LARGE-SCALE MATRIX COMPLETION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Feng Lin; Sun Yat-Sen University
         Qing Ling; Sun Yat-Sen University
         Zhiwei Xiong; University of Science and Technology of China