Academic Service

Conference Service

TPC Chair/Co-Chair of International Symposium on Quality Electronic Design (ISQED), 2023/2024/2025/2026
Co-Chair of “In-Memory Architectures and Computing Applications Workshop” associated with Design Automation Conference (DAC), 2022/2023/2024/2025/2026
Technical Area Chair of AI2, Design Automation Conference (DAC), 2025
Technical Area Chair of “Machine Learning System”, Design Automation Conference (DAC), 2021
Technical Area Chair of “Digital, Memory and AI Chip”, International VLSI Symposium on Technology, Systems and Applications (VLSI TSA), 2024/2025
Technical Area Chair of “Emerging Computing & Post-CMOS Technologies”, ACM Great Lakes Symposium on VLSI (GLSVLSI) 2019/2020/2021/2022/2023
Technical Area Chair of “Cognitive Computing Hardware”, International Symposium on Quality Electronic Design (ISQED) 2019/2020/2021/2022
Technical Area Chair of “Artificial Intelligence, Machine Learning, and Cognitive Computing”, IEEE International Conference on Omni-layer Intelligent systems (COINS), 2025
Publication Chair, IEEE/ACM NANOARCH 2022
Publicity Chair, IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2021
Financial Chair, IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2019
Local Arrangement Chair, IEEE CyberSciTech/DASC/PICom/DataCom, Orlando, FL, 2017
Tutorial Session Organizer: “Toward New Era of Compute-in-Memory: From Memory Devices to Applications” in Design Automation Conference, Austin (DAC) 2020.
Panelist of ‘Mondays in Memory (MiM)’, In-Memory Computing Webinar, May 3, 2021
Panelist of roundtable, 2021 NSF workshop on Processing-in-Memory Technology, March 17/18, 2021
Panelist, ACM/IEEE System Level Interconnect Prediction 2019 workshop, Las Vegas, NV, 2019
Panelist in Neuromorphic Computing and Deep Learning, ACM/IEEE System Level Interconnect Prediction 2017 workshop, Austin, TX, 2017
Session Chair, Design Automation Conference, Austin (DAC), 2017/2018/2019
Session Chair, Design, Automation and Test in Europe Conference (DATE) 2020
Session Chair, IEEE International Conference On Computer Aided Design (ICCAD), 2018/2019
Session Chair, IEEE International Conference on Computer Design (ICCD), 2017/2018
Session Chair, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2017/ 2018/ 2019
Session Chair, Asia and South Pacific Design Automation Conference (ASP DAC), 2018
Session Chair, Great Lakes Symposium on VLSI (GLSVLSI), 2017/2018/2019/2022
Special session organizer and contributor – “Platform-Specific Neural Network Acceleration”, Asia and South Pacific Design Automation Conference (ASPDAC)2021
Special session organizer and contributor – “Processing/Computing-in-Memory: From Circuit to Architecture, From Digital to Analog”, IEEE 33rd International System-on-Chip Conference (SOCC), 2020
Special session organizer and contributor – “Efficient and Secure Deep Learning and Reinforcement Learning in Embedded Systems”, Great Lakes Symposium on VLSI (GLSVLSI)2020
Special session organizer and contributor – “When Energy Efficiency and Multi-level Interaction Work Together”, Great Lakes Symposium on VLSI (GLSVLSI)2020
Special session organizer and contributor – “Emerging Memory Enabled Computing: from Device to Circuits and Applications”, IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 2019
Special session organizer and contributor – “Neuromorphic Computing and Emerging Technologies”, IEEE Computer Society Annual Symposium on VLSI, 2019
Special session organizer and contributor – “Emerging Trends in Energy Efficient and Secure Neural Network Acceleration”, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018
Special session organizer and contributor – “Stochastic and Approximate Computing for Emerging Learning and Communication Systems”, Great Lakes Symposium on VLSI (GLSVLSI)2018
Special session organizer and contributor – “Spin-computing: lower the barrier between memory and logic”, IEEE International Conference on Computer Design (ICCD), 2017
Special session organizer and contributor – “Innovation in Memory Technologies and Their Applications”, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2017
Special session organizer and contributor – “Neuromorphic Systems”, IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS), 2017
Best paper select committee of GLSVLSI 2017
Best Paper select committee of ASP DAC 2018

Technical Program Committee (TPC) of International Conference

Design Automation Conference (DAC) 2018/2019/2020/2021/2025
International Conference on Computer Aided Design (ICCAD) 2018/2019/2020
Design, Automation and Test in Europe (DATE) 2020/2024/2025
Asia and South Pacific Design Automation Conference (ASP-DAC) 2018/2019/2020
IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2020
IEEE/ACM International Symposium on Microarchitecture (Micro) 2020
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021
ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED) 2020/2021/2022/2023
International VLSI Symposium on Technology, Systems and Applications 2023
Design Automation Conference (DAC) Late Breaking Results 2020
Great Lakes Symposium on VLSI (GLSVLSI) 2017-2023
IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2017/2018/2019/2021
IEEE International Symposium on Circuits and Systems (ISCAS) 2019
International Conference on VLSI Design (VLSID) 2020/2021/2024/2025
SIGDA PhD Forum at Design Automation Conference (DAC) 2016/2017/2018
Student Research Contest Program Committee at ICCAD 2018
Student Research Forum at IEEE/ACM ASP-DAC 2019
IEEE International Symposium on Intelligent Signal Processing and Communication Systems 2017
tinyML Research Symposium, 2023
International Joint Conference on Neural Networks (IJCNN), 2024

Funding Agencies Review Panel

National Science Foundation (NSF) Review Panel, 2016/2019/2020/2022/2023/2024
Army Research Office (ARO) Research Fund/Award Review Panel, 2018
Defense Threat Reduction Agency (DTRA) Review Panel, 2016
Ralph E. Powe Junior Faculty Award of Oak Ridge Associated Universities Review Panel, 2016
Hong Kong Research Grant Council, 2018/2019/2020
Dutch Research Council (NWO) Award Review, 2020
Swiss National Science Foundation Award Review, 2021
Fund for Scientific Research-FNRS (F.R.S.-FNRS), Brussels, Belgium, 2022
U.S. Army Corps of Engineer Research and Development Center (ERDC), 2022

Academic Community Service

EDAA Outstanding Dissertation Award Committee

Editors of Journals

Guest editor of Special Issue – ‘In-Memory Computing (IMC): from technology to applications’, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2025
Guest editor of IEEE TVLSI Special Section on ISLPED 2025
Guest editor of Special Issue – ‘Emerging In-Memory Computing Architectures and Applications’, IEEE Transactions on Emerging Topics in Computing (TETC) 2023, 2024
Guest editor of Special Issue – ‘Solid-State Devices and Their Applications in Neuromorphic Computing’, MDPI Micromachine
Guest editor of Special Issue – ‘Physical phenomena for Future Electronics’, Frontiers in Physics
Guest editor of Special Issue – ‘Hardware-Aware Deep Learning’, Applied Sciences
Guest editor of Special Issue – ‘Disruptive Computing Technologies’, CCF Transactions on High Performance Computing
Topic Editor of Micromachines (ISSN 2072-666X)
Review Editor in Frontiers in Neuroscience-Neuromorphic Engineering
Review Editor in Frontiers in Electronics

Journal Technical Reviewer

Reviewer of Nature Electronics
Reviewer of IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Reviewer of IEEE Transactions on Very Large Scale Integrated Systems (TVLSI)
Reviewer of IEEE Transactions on Nanotechnology
Reviewer of IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
Reviewer of IEEE Transactions on Computers
Reviewer of IEEE Transactions on Emerging Topics in Computing (TETC)
Reviewer of IEEE Transactions on Embedded Computing Systems (TECS)
Reviewer of IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)
Reviewer of IEEE Transactions on Electronic Device (TED)
Reviewer of IEEE Transactions on Circuits and Systems I (TCAS-I)
Reviewer of IEEE Transactions on Circuits and Systems II (TCAS-II)
Reviewer of IEEE Transactions on Multi-Scale Computing Systems (TMSCS)
Reviewer of IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Reviewer of IEEE Transactions on Aerospace & Electronic Systems
Reviewer of IEEE Transactions on Medical Imaging
Reviewer of IEEE Transactions on Green Communications and Networking
Reviewer of IEEE Transactions on Parallel and Distributed Systems (TPDS)
Reviewer of IEEE Electron Device Letters (EDL)
Reviewer of IEEE Magnetics Letters
Reviewer of IEEE Journal on of Solid-State Circuits (JSSC)
Reviewer of IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Reviewer of IEEE Design & Test
Reviewer of IEEE Journal of Exploratory Solid-State Computational Devices and Circuits
Reviewer of IEEE Embedded Systems Letters
Reviewer of IEEE Computer Architecture Letter
Reviewer of IEEE Access
Reviewer of IEEE Circuit and Systems Magazine
Reviewer of ACM Journal on Emerging Technologies in Computing Systems
Reviewer of ACM Transactions on Modeling and Performance Evaluation of Computing Systems
Reviewer of ACM Transactions on Design Automation of Electronic Systems
Reviewer of IET Cyber-Physical Systems: Theory & Applications
Reviewerof Journal of Applied Physics
Reviewers of Royal Society of Chemistry, Nanoscale
Reviewers of Applied Sciences
Reviewers of Applied Physics Letter
Reviewer of ELSEVIER Nano Communication Networks
Reviewer of ELSEVIER Neurocomputing
Reviewer of ELSEVIER Engineering Science and Technology
Reviewer of ELSEVIER Integration, The VLSI Journal
Reviewer of ELSEVIER Physics Letters A
Reviewer of Journal of Computational Electronics
Reviewer of Journal of Systems Architecture
Reviewer of Electronics (ISSN 2079-9292)
Reviewer of AEU-International Journal of Electronics and Communications
Reviewer of Sensors (ISSN 1424-8220)
Reviewer of MDPI Molecules
Reviewer of SCIENCE CHINA Information Sciences
Reviewer of Frontiers Neuroscience
Reviewer of Frontiers in Nanotechnology

Conference Technical Reviewer

Reviewer of International Conference on Machine Learning (ICML) 2021
Reviewer of International Conference on Computer Vision (ICCV) 2021
Reviewer of 34th Conference on Neural Information Processing Systems (NeurIPS) 2020/2021
Reviewer of 53^rd IEEE/ACM International Symposium on Microarchitecture (MICRO), 2020
Reviewer of Design Automation Conference (DAC) 2018/2019
Reviewer of Asia Conference on Computer Vision (ACCV) 2020
Reviewer of Asia and South Pacific Design Automation Conference (ASP-DAC) 2018/2019/2020
Reviewer of Great Lakes Symposium on VLSI (GLSVLSI) 2017, 2018
Reviewer of IEEE Computer Society Annual Symposium on VLSI (ISVLSI) 2017,2018
Reviewer of SIGDA PhD Forum at Design Automation Conference (DAC) 2016, 2017
Reviewer of IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) 2017
Reviewer of International Symposium on Quality Electronic Design (ISQED), 2017
Reviewer of International Symposium on Circuits & Systems (ISCAS), 2017/2019
Reviewer of IEEE International Conference on Nanotechnology, 2017
Reviewer of International Symposium on Low Power Electronics and Design (ISLPED), 2015
Reviewer of International Midwest Symposium on Circuits and Systems (MWSCAS), 2012

Professional Community Membership

Senior Member of Institute of Electrical and Electronics Engineers (IEEE)
Senior Member of IEEE Council on Electronic Design Automation (CEDA)
Senior Member of IEEE Circuits and Systems Society
Senior Member of Association for Computing Machinery (ACM)
Senior Member of ACM Special Interest Group in Design Automation (SIGDA)