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Wei-Ming Chen
Wei-Ming Chen
Postdoctoral Associate at MIT
Verified email at mit.edu
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Cited by
Year
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
6572024
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
6152020
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
2322022
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
1962021
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
1272022
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
572023
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
282015
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
272016
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
252019
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
212016
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
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
202019
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
182007
Pockengine: Sparse and efficient fine-tuning in a pocket
L Zhu, L Hu, J Lin, WM Chen, WC Wang, C Gan, S Han
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
162023
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
72018
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
52021
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
52018
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
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