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Yuzhan Wang
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2020 – today
- 2025
- [j3]Sicong Liu
, Hao Luo
AdaKnife: Flexible DNN Offloading for Inference Acceleration on Heterogeneous Mobile Devices. IEEE Trans. Mob. Comput. 24(2): 736-748 (2025) - [i3]Sicong Liu, Bin Guo, Shiyan Luo, Yuzhan Wang, Hao Luo, Cheng Fang, Yuan Xu, Ke Ma, Yao Li, Zhiwen Yu:
CrowdHMTware: A Cross-level Co-adaptation Middleware for Context-aware Mobile DL Deployment. CoRR abs/2503.04183 (2025) - 2024
- [j2]Bowen Pang
AdaMEC: Towards a Context-adaptive and Dynamically Combinable DNN Deployment Framework for Mobile Edge Computing. ACM Trans. Sens. Networks 20(1): 21:1-21:28 (2024) - [i2]Yuzhan Wang, Sicong Liu, Bin Guo, Boqi Zhang, Ke Ma, Yasan Ding, Hao Luo, Yao Li, Zhiwen Yu:
AdaScale: Dynamic Context-aware DNN Scaling via Automated Adaptation Loop on Mobile Devices. CoRR abs/2412.00724 (2024) - 2023
- [i1]Bowen Pang, Sicong Liu, Hongli Wang, Bin Guo, Yuzhan Wang, Hao Wang, Zhenli Sheng, Zhongyi Wang, Zhiwen Yu:
AdaMEC: Towards a Context-Adaptive and Dynamically-Combinable DNN Deployment Framework for Mobile Edge Computing. CoRR abs/2310.16547 (2023) - 2022
- [j1]Sicong Liu
CAQ: Toward Context-Aware and Self-Adaptive Deep Model Computation for AIoT Applications. IEEE Internet Things J. 9(21): 20801-20814 (2022)
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