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Xiang Yang
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Publications
- 2024
- [j18]Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices. IEEE Trans. Mob. Comput. 23(4): 2712-2730 (2024) - 2023
- [c24]Ruilong Ma, Jingyu Wang, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, Jianxin Liao:
Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing. SIGCOMM 2023: 1126-1128 - [i5]Xiang Yang, Dezhi Chen, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
Adaptive DNN Surgery for Selfish Inference Acceleration with On-demand Edge Resource. CoRR abs/2306.12185 (2023) - 2022
- [j14]Wanyi Ning, Haifeng Sun, Xiaoyuan Fu, Xiang Yang, Qi Qi, Jingyu Wang, Jianxin Liao, Zhu Han:
Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning. IEEE J. Sel. Areas Commun. 40(2): 499-514 (2022) - [i4]Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao, Song Guo:
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices. CoRR abs/2206.08662 (2022) - 2021
- [c21]Xiang Yang, Qi Qi, Jingyu Wang, Song Guo, Jianxin Liao:
Towards Efficient Inference: Adaptively Cooperate in Heterogeneous IoT Edge Cluster. ICDCS 2021: 12-23 - [c20]Zhiyi Gui, Xiang Yang, Hao Yang, Wei Li, Lei Zhang, Qi Qi, Jingyu Wang, Haifeng Sun, Jianxin Liao:
Grouping Synchronous to Eliminate Stragglers with Edge Computing in Distributed Deep Learning. ISPA/BDCloud/SocialCom/SustainCom 2021: 429-436
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