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 | 657 | 2024 |
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 | 615 | 2020 |
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 | 232 | 2022 |
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 | 196 | 2021 |
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 | 127 | 2022 |
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 | 57 | 2023 |
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 | 28 | 2015 |
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 | 27 | 2016 |
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 | 25 | 2019 |
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 | 21 | 2016 |
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 | 20 | 2020 |
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 | 20 | 2019 |
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 | 18 | 2007 |
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 | 16 | 2023 |
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 | 10 | 2021 |
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 | 8 | 2020 |
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 | 7 | 2018 |
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 | 5 | 2021 |
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 | 5 | 2018 |
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 | 3 | 2019 |