IEEE Fellow; Fellow, American Institute of Medical and Biological Engineering; Fellow, American Institute of Ultrasound in Medicine; Fellow, Society of Vascular Medicine; Fellow, Asia Pacific Vascular Society; Life Time Marquis Award; Chairman, AtheroPoint™, Roseville, California, USA, Professor (Affiliated), Electrical and Computer Engineering, Idaho State University, Idaho, USA.

Member of the US National Academy of Engineering; Foreign Member of the Chinese Academy of Engineering; IEEE Fellow; ACM Fellow; Fellow of the National Academy of Inventors; Volgenau Chair for Engineering Excellence in the UCLA Computer Science Department (with joint appointment in the Department of Electrical and Computer Engineering), Director of Center for Domain-Specific Computing (funded by NSF Expeditions in Computing Award), and Director of VLSI Architecture, Synthesis, and Technology (VAST) Laboratory. Chair of the UCLA Computer Science Department from 2005 to 2008.

Fellow of the Canadian Academy of Engineering; Fellow of the Engineering Institute of Canada; Former IEEE Canada President; Professor in the Department of Electrical and Computer Engineering at Dalhousie University, Canada.

ACM Fellow; Member of CHI Academy; Professor in the School of Computer Science and Human Computer Interaction Institute, Carnegie Mellon University

ACM Fellow; IEEE Fellow; Fellow of the John Simon Guggenheim Memorial Foundation; Professor of Computer Science and Co-Director of the Software Systems Laboratory at Columbia University; Chief Scientist of CertiK.

IEEE Fellow; Professor in the Department of Electrical and Computer Engineering at the University of California, Santa Barbara; Recipient of the ONR Young Investigator Award (2015), NSF Career Award (2014), the AFOSR Young Investigator Award (2012), the SIAM CST Best Sicon Paper Award (2015), and the American Automatic Control Council Donald P. Eckman Award (2012).

IEEE Fellow; ACM Fellow; AAAS Fellow; IET Fellow; Chair Professor of National Yang Ming Chiao Tung University (NYTU); Vice President of National Chiao Tung University (2014-2016); Vice Chancellor of the University System of Taiwan (2016-2020). Adjunct Chair Professor, China Medical University and Asia University; Chair Professor, Miin Wu School of Computing, National Cheng Kung University

IEEE Fellow; Associate Professor with the Department of Industrial Engineering and Operations Research, University of California, Berkeley; Recipient of the NSF CAREER Award, the Office of Naval Research Young Investigator Award, and the Donald P. Eckman Award, Presidential Early Career Award for Scientists and Engineers given by the White House.

IEEE Fellow, IAPR Fellow, Professor of Electrical Engineering, Director of the Biometrics and Data Pattern Analytics Lab, Universidad Autonoma de Madrid

SIAM Fellow; Emeritus Director of Research at LAAS-CNRS in Toulouse (France), past chair-holder (and current PI member) of  the Artificial and Natural Intelligence Toulouse Institute - ANITI Institute, and Associate Faculty at the Toulouse School of Economics (TSE) and the Institute of Mathematics of Toulouse (IMT), France. Recipient of the 2021 joint INRIA-Academy-of-Sciences Grand Prize, the 2015 John von Neumann Theory Prize of the INFORMS Society and 2015 Khachiyan Prize of the Optimization Society of INFORMS, the 2009 Lagrange prize in Continuous Optimization (jointly by SIAM and the Mathematical Optimization Society). Invited speaker at the International Congress of Mathematicians (ICM 2018, in Rio-de-Janeiro, Brasil).

Fellow of IEEE, SPIE, and OPTICA; IEEE Signal Processing Society Distinguished Lecturer; Head of the Bioimage Analysis unit and director of the institut Carnot Pasteur Microbes et Santé, France; Chair of the Cell Biology and Infection Department (2010-2014) and CTO and Director of the Center for Innovation and Technological Research (2015-2018), Institut Pasteur, France; Former Chair of the IEEE SPS Bio Imaging and Signal Processing Technical Committee (BISP-TC).Fellow of IEEE, SPIE, and OPTICA; IEEE Signal Processing Society Distinguished Lecturer; Head of the Bioimage Analysis unit and director of the institut Carnot Pasteur Microbes et Santé, France; Chair of the Cell Biology and Infection Department (2010-2014) and CTO and Director of the Center for Innovation and Technological Research (2015-2018), Institut Pasteur, France; Former Chair of the IEEE SPS Bio Imaging and Signal Processing Technical Committee (BISP-TC).

IEEE Fellow; EURASIP Fellow; Distinguished Professor at CentraleSupélec, the graduate school of Engineering and System Sciences of University Paris-Saclay; Director of the Center for Visual Computing and Founder of the OPIS Inria group; Honorary senior member of the Institut Universitaire de France; Technical chairman of the IEEE ICASSP conference (Philadelphia) in 2005 and technical chairman of the IEEE ICIP conference (Bordeaux) in 2022.

Fellow and Former President of International Speech Communication Association (ISCA); Former President of the Association Francophone de la Communication Parle; Vice-president of Avignon University from 2008 to 2015; Professor of computer science (exceptional class) at LIA, the computer science laboratory of Avignon University; Director of the LIA from 2016 to 2020; Avignon University chair in Artificial Intelligence "LIAvignon", focused on "Speaker, Voice and Speech".

IEEE Life Fellow; IAMBE Fellow; AIMBE Fellow; EAMBES Fellow; Emeritus Research Director of the French National Institute of Health and Medical Research (INSERM), Professor at the University of Rennes 1, France, Professor at Southeast University, China, and Adjunct Professor at the New Jersey Institute of Technology, USA.

IEEE Fellow; IAPR Fellow; Founding Editor-in-Chief of the EURASIP journal on Image and Video Processing (SpringerOpen); Professor with the Department of Digital Security, EURECOM, Sophia Antipolis, France

Member of the US National Academy of Sciences; Member of the American Academy of Arts and Sciences; Member of the French Academy of Sciences; Member of the German National Academy of Sciences Leopoldina; Member of the Italian National Lincean Academy; Member of the the Royal Swedish Academy of Sciences; Member of the Royal Academy of Science, Letters and Fine Arts of Belgium; Member of the Hungarian Academy of Sciences; Member of Academia Europaea; Member of the European Academy of Sciences; Member of the US National Academy of Medicine; Emeritus Professor of Neuroscience at the Institut Pasteur and Professor in the chair of Cellular Communications at the Collège de France and Honorary President of the Neuroscience Department at Institut Pasteur, International Faculty at the Kavli Institute for Brain & Mind, University of California at San Diego.

IEEE Fellow; AAAS Fellow; IET Fellow; Fellow of the Washington Academy of Sciences; Member of IEEE Eta-Kappa Nu (IEEE Honor Society); Computer scientist at the US National Institute of Standards and Technology (NIST)