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.

Fellow of the National Academy of Inventors; IEEE Fellow; Erik Jonsson Distinguished Professor & ECE Associate Head at UT-Dallas; Recipient of the 2019 IEEE SPCC technical recognition award and 2021 Qualcomm faculty award

IEEE Fellow; IEEE Distinguished Speaker; Senior Principal AI Engineer and Director of Machine Intelligence Research Programs at Intel Labs, California, USA; Former CTO of Eta Compute, developing energy efficient AI applications for edge devices; Former Principal Scientist and Director of the Center for Neural and Emergent Systems at HRL Labs; Expertise in Energy Efficient AI, ML and Neuromorphic Systems and Brain Inspired Computing.

Fellow of the World Academy of Sciences (TWAS); Fellow of the Indian National Academy of Engineering (INAE); Fellow of the Indian Academy of Sciences (IASc); Fellow of the Indian National Science Academy (INSA); Fellow of the National Academy of Sciences, India (NASI); Fellow of the Institution of Electronics and Telecommunication Engineers (IETE); Professor at the Supercomputer Education and Research Centre, Indian Institute of Science (IISc), and Associate Director of IISc (2005-2014).

IEEE Fellow; ACM Distinguished Scientist; Professor of Computer Science, Thomas L. Phillips Professor of Engineering, Director of the Sanghani Center for Artificial Intelligence and Data Analytics, Director of the Amazon-VT Initiative in Efficient and Robust Machine Learning, AI and Machine Learning Lead at Virginia Tech Innovation Campus, Virginia Tech, USA.

IEEE Fellow, AAAI Fellow, IAPR Fellow, ACM Fellow, AAAS Fellow, SPIE Fellow; Research Professor in the Department of Electrical and Computer Engineering, Beckman Institute, and Coordinated Science Laboratory at University of Illinois at Urbana-Champaign (UIUC), USA; Founding president of Vision Technology, a computer vision technology company.

IEEE Fellow; SPIE Fellow; Director, Embedded Machine Learning (EML) Laboratory of University of Texas at Dallas; Erik Jonsson Distinguished Professor of Electrical and Computer Engineering at University of Texas at Dallas

Member of Academia Europaea; IEEE Fellow; MICCAI Fellow; Professor and Head of the Chair for Computer Aided Medical Procedures (CAMP) at the Technical University of Munich; Adjunct Professor of Computer Science at Johns Hopkins University

Member of the Academia Europaea; Fellow of the International Society for Computational Biology (ISCB); Fellow of the European Laboratory for Learning and Intelligent Systems (ELLIS); Fellow of the British Computer Society (BCS); Member of the Serbian Royal Academy of Scientists and Artists (SKANU); Professor of Computational Biology at Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI); Professor of Computer Science at University College London (UCL); Research Professor at Catalan Institution for Research and Advanced Studies (ICREA).

IEEE Fellow; Professor and Senior Associate Chair of the Department of Electrical Engineering and Computer Science, Professor in the Robotics Department, University of Michigan, USA; Recipient of the 2021 Antonio Ruberti Young Researcher Prize from the IEEE Control Systems Society, an ONR Young Investigator Award in 2018, a NASA Early Career Faculty Award in 2016, and an NSF CAREER Award in 2016.

Fellow of the American Academy of Arts and Sciences; Fellow of the Cognitive Science Society; Guggenheim Fellow; Silver Professor in the Department of Philosophy, the Department of Psychology, and the center for Neural Science, Co-Director of the Center for Mind, Brain and Consciousness, New York University, USA; Past President of the Society for Philosophy and Psychology, Past President of the Association for the Scientific Study of Consciousness, Past Chair of the MIT Press Cognitive Science Board.

Member of U.S. National Academy of Engineering; Fellow of the U.S. National Academy of Inventors; IEEE Fellow; IBM Professor of Engineering Management in the Daniel Epstein Department of Industrial and Systems Engineering, Professor of Computer Science Practice in the Department of Computer Science at Viterbi School of Engineering, University of Southern California

ACM Fellow; IEEE Fellow; IEEE Computer Society Golden Core Member; TRW Professor in Engineering, Professor and Chair of the Thomas Lord Department of Computer Science, School of Advanced Computing and Viterbi School of Engineering, University of Southern California, USA; Former Chair of ACM SIGSOFT, and Former Editor-in-Chief of IEEE Transactions on Software Engineering; Recipient of Distinguished Service Awards from ACM SIGSOFT (2020) and IEEE TCSE (2026).

Fellow of the Australian Academy of Science; Fellow of the ASEAN Academy of Engineering and Technology; Former Fellow of the European Academy of Science (2002-04); Former Fellow of the Institution of Engineers, Australia (1997-2000); Professor Emeritus in Mechanical Engineering at National University of Singapore; Honorary Professor in the School of Aerospace, Mechanical and Mechatronic Engineering, the University of Sydney, Australia; Qiushi Chair Professor in the Department of Engineering Mechanics, Zhejiang University, China.

IEEE Fellow; SPIE Fellow; ASCE Fellow; RSC Fellow; IAAM Fellow; AAAS Fellow; Fellow of the European Academy of Sciences; Fellow of the National Academy of Inventors; Professor with the Department of Civil, Environmental, and Construction Engineering, University of Central Florida, USA.