IEEE Fellow; ACM Fellow; Professor at the American University in Cairo and Alexandria University; Founder and Director of the Wireless Research Center of Excellence, Egypt

IEEE Fellow; AAAS Fellow; IAPR Fellow; SPIE Fellow; Fellow of the US National Academy of Inventors; Trustee Chair Professor of Computer Science at University of Central Florida; Founding director of the Center for Research in Computer Vision at University of Central Florida

IEEE Fellow; Life Distinguished Professor in the Department of Electrical Engineering at National Taiwan Ocean University

IEEE Fellow; Recipient of the National Science Foundation for Distinguished Young Scholars; Changjiang distinguished professor; Professor and Dean of the School of Information and Communication Engineering at Beijing University of Posts and Telecommunications; Deputy Director of state Key Laboratory of Network and Switching Technology.

IEEE Fellow; Professor of Electrical and Computer Engineering and the Robin and Tim Wentworth Director of the Goergen Institute for Data Science at the University of Rochester; Director of the New York State Center of Excellence in Data Science

IEEE Fellow; AAAS Fellow; ACM distinguished member; Professor in Computer Science Department and Director of the Data Security and Privacy Lab at the University of Texas at Dallas

IEEE Life Fellow; SPIE Fellow; AIMBE Fellow; Member of National Academy of Inventors; Professor with the Department of Biomedical Engineering, Director of the Medical Imaging and Image Analysis Laboratory, George Washington University; Recipient of the Fulbright Distinguished Chair in Advanced Science and Technology in Australia from 2013 to 2014.

IEEE Fellow; IFAC Fellow; JSPS Fellow; Professor of Control Theory and Systems Biology and Former Chair of the Department of Biosystems Science and Engineering (D-BSSE), ETH Zürich, Switzerland; Recipient of the Engineering Research Council (ERC) Advanced Grant and the Swiss National Science Foundation Advanced Grant.

Fellow of Cognitive Science Society; Fellow of the Psychonomics Soceity; Associate member of the Science Council of Japan; Executive Board member of the International Association for the Study of Child Language (IASCL); Professor in the Faculty of Environment and Information Studies, Graduate school of Media and Governance, the Keio University, Japan.

IEEE Fellow; UF Research Foundation Professor of Computer & Information Sciences & Engineering, Associate Director of Nelms Institute for the Connected World at the University of Florida

Inventor of the All-Digital Fault-tolerant Fibre-Optic Equalizer deployed in the Global Internet, International Fellow UK Royal Academy of Engineering; Member Royal Irish Academy; Fellow US National Academy of Inventors; Awardee 2019 OSA/IS&T Edwin Land Medal, 2001 ICO Prize and 2001 Carl Zeiss Abbe Medal; IEEE Fellow; OSA Fellow; SPIE Fellow; IET Fellow; IOP Fellow; EOS Fellow; Honorary Fellow Engineers Ireland Society; PhD Caltech, Chair Professor of Electrical & Electronic Engineering University College Cork, Ireland.

Fellow of US National Academy of Inventors; IEEE Fellow; IAPR Fellow; ACM Distinguished Scientist; Empire Innovation Professor in the Department of Computer Science and Engineering, University at Buffalo; Research Staff Member at the IBM Thomas J. Watson Research Center

IEEE Fellow; IET Fellow; Wilmot J. Nicholson Family Chair Professor and  Chair at Department of Computer Science and Engineering at Santa Clara University

ISCA Fellow; A*STAR Fellow; 2025 Asia Women Tech Leader Award; inducted professional member of IEEE Eta Kappa Nu (HKN); 2025 NeurIPS Program Chair; 2023 ICLR Program Chair; APSIPA Board of Governor (2024–2026); IEEE Distinguished Lecturer (2023); ISCA Board Member (2021-2024); Singapore 100 Women in Tech; P&G Connect + Develop Open Innovation Award; UNESCO L’Oréal Singapore For Women in Science National Fellowship. Ten Best Paper Awards at EMNLP, ACL, EACL, MICCAI, SIGDIAL, COLING, APSIPA, IEEE ICASSP. Keynote speaker at IEEE, ACM, ACML, ICLR, ACL, EMNLP workshops and conferences. Head of Multimodal Generative AI Group and Director of AI for Education Programme at Institute for Infocomm Research (I2R), A*STAR; Principal Investigator at the Centre for Frontier AI Research (CFAR), A*STAR.

IEEE Life Fellow; ACM Distinguished Educator; Fellow at the Software Engineering Institute (SEI) and Adjunct Professor of Software Engineering at Carnegie Mellon University

Fellow of the International Academy of Medical and Biological Engineers (IAMBE); Fellow of American Institute for Medical and Biological Engineering (AIMBE); Director of the Center for Neurotechnology in Mental Health Research, Professor of Biomedical Engineering and Electrical Engineering, Lloyd & Dorothy Foehr Huck Chair in Brain Imaging, The Pennsylvania State University, USA.