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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
4832020
AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration
J Lin, J Tang, H Tang, S Yang, WM Chen, WC Wang, G Xiao, X Dang, ...
Proceedings of Machine Learning and Systems 6, 87-100, 2024
2362024
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
1472021
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
1452022
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
872022
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
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
252016
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
202020
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, 2007
162007
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
142023
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
102021
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
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
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning. arXiv
J Lin, WM Chen, H Cai, C Gan, S Han
arXiv preprint arXiv:2110.15352, 2021
32021
LSIM: Ultra lightweight similarity measurement for mobile graphics applications
YC Chang, WM Chen, PC Hsiu, YY Lin, TW Kuo
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
32019
Intermittent-aware distributed concurrency control
WC Tsai, WM Chen, TW Kuo, PC Hsiu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
22022
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