Academic Service

Conference Service (leadership)

  • TPC Co-Chair of 24th International Symposium on Quality Electronic Design (ISQED), 2023/2024
  • Co-Chair of “In-Memory Architectures and Computing Applications Workshop” associated with Design Automation Conference (DAC), 2022-2024
  • Technical Area Chair of “Machine Learning System”, Design Automation Conference (DAC), 2021
  • Technical Area Chair of “Digital, Memory and AI Chip”, 2024 International VLSI Symposium on Technology, Systems and Applications (VLSI TSA)
  • Technical Area Chair of “Emerging Computing & Post-CMOS Technologies”, ACM Great Lakes Symposium on VLSI (GLSVLSI) 2019-2023
  • Technical Area Chair of “Cognitive Computing Hardware”, International Symposium on Quality Electronic Design (ISQED) 2019-2022
  • 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
  • International Conference on Computer Aided Design (ICCAD) 2018/2019/2020
  • IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2020
  • IEEE/ACM International Symposium on Microarchitecture (Micro) 2020
  • Design, Automation and Test in Europe (DATE) 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
  • Asia and South Pacific Design Automation Conference (ASP-DAC) 2018/2019/2020
  • 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
  • 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

Editors of Journals

  • Guest editor of Special Issue – ‘Emerging In-Memory Computing Architectures and Applications’, IEEE Transactions on Emerging Topics in Computing (TETC)
  • 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 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 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 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 53rd 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