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