Follow
Wei-Ming Chen
Wei-Ming Chen
Postdoctoral Associate at MIT
Verified email at mit.edu
Title
Cited by
Cited by
Year
Mcunet: Tiny deep learning on iot devices
J Lin, WM Chen, Y Lin, C Gan, S Han
Advances in Neural Information Processing Systems 33, 11711-11722, 2020
4702020
Awq: Activation-aware weight quantization for llm compression and acceleration
J Lin, J Tang, H Tang, S Yang, WM Chen, WC Wang, G Xiao, X Dang, ...
arXiv preprint arXiv:2306.00978, 2023
2152023
On-device training under 256kb memory
J Lin, L Zhu, WM Chen, WC Wang, C Gan, S Han
Advances in Neural Information Processing Systems 35, 22941-22954, 2022
1402022
Mcunetv2: Memory-efficient patch-based inference for tiny deep learning
J Lin, WM Chen, H Cai, C Gan, S Han
arXiv preprint arXiv:2110.15352, 2021
1032021
Lite pose: Efficient architecture design for 2d human pose estimation
Y Wang, M Li, H Cai, WM Chen, S Han
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
842022
Memory-efficient patch-based inference for tiny deep learning
J Lin, WM Chen, H Cai, C Gan, S Han
Advances in Neural Information Processing Systems 34, 2346-2358, 2021
462021
User-centric scheduling and governing on mobile devices with big. LITTLE processors
PC Hsiu, PH Tseng, WM Chen, CC Pan, TW Kuo
ACM Transactions on Embedded Computing Systems (TECS) 15 (1), 1-22, 2016
262016
A user-centric CPU-GPU governing framework for 3D games on mobile devices
WM Chen, SW Cheng, PC Hsiu, TW Kuo
2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 224-231, 2015
262015
Enabling failure-resilient intermittently-powered systems without runtime checkpointing
WM Chen, PC Hsiu, TW Kuo
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
232019
Enabling failure-resilient intermittent systems without runtime checkpointing
WM Chen, TW Kuo, PC Hsiu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
192020
Value-based task scheduling for nonvolatile processor-based embedded devices
WM Chen, TS Cheng, PC Hsiu, TW Kuo
2016 IEEE Real-Time Systems Symposium (RTSS), 247-256, 2016
192016
Multiversion concurrency control on intermittent systems
WM Chen, YT Chen, PC Hsiu, TW Kuo
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
172019
Mcunet: Tiny deep learning on iot devices. arXiv 2020
J Lin, WM Chen, Y Lin, J Cohn, C Gan, S Han
arXiv preprint arXiv:2007.10319, 0
17
Heterogeneity-aware multicore synchronization for intermittent systems
WM Chen, TW Kuo, PC Hsiu
ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-22, 2021
92021
Tiny Machine Learning: Progress and Futures [Feature]
J Lin, L Zhu, WM Chen, WC Wang, S Han
IEEE Circuits and Systems Magazine 23 (3), 8-34, 2023
82023
Mcunet: Tiny deep learning on iot devices. arXiv
J Lin, WM Chen, Y Lin, J Cohn, C Gan, S Han
arXiv preprint arXiv:2007.10319, 2020
82020
Resource allocation method
PH Tseng, H Pi-Cheng, CC Pan, TW Kuo, WM Chen
US Patent 9,411,649, 2016
82016
j. cohn, C. Gan, and S. Han,“Mcunet: Tiny deep learning on iot devices,”
J Lin, WM Chen, Y Lin
Advances in Neural Information Processing Systems 33, 11, 2020
72020
A User-Centric CPU-GPU Governing Framework for 3-D Mobile Games
WM Chen, SW Cheng, PC Hsiu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
62018
Differentiated Handling of Physical Scenes and Virtual Objects for Mobile Augmented Reality
CH Yen, WM Chen, PC Hsiu, TW Kuo
2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018
42018
The system can't perform the operation now. Try again later.
Articles 1–20