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2020 – today
- 2024
[c6]Lilong Chen
, Xiaochong Jiang, Xiang Hu, Tianyu Xu, Ye Yang, Xing Li, Bingqian Lu, Chengkun Wei, Wenzhi Chen:
CMDRL: A Markovian Distributed Rate Limiting Algorithm in Cloud Networks. APNet 2024: 59-66- 2022
- [b1]Bingqian Lu:
Towards Ultra-Efficient Machine Learning for Edge Inference. University of California, Riverside, USA, 2022 - [j2]Bingqian Lu, Jianyi Yang, Jie Xu, Shaolei Ren:
Improving QoE of Deep Neural Network Inference on Edge Devices: A Bandit Approach. IEEE Internet Things J. 9(21): 21409-21420 (2022) - [c5]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. SIGMETRICS (Abstracts) 2022: 55-56 - [i4]Bingqian Lu, Zheyu Yan, Yiyu Shi, Shaolei Ren:
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators. CoRR abs/2203.13921 (2022) - 2021
- [j1]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. Proc. ACM Meas. Anal. Comput. Syst. 5(3): 34:1-34:34 (2021) - [i3]Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren:
One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. CoRR abs/2111.01203 (2021) - 2020
- [c4]Bingqian Lu, Jianyi Yang, Shaolei Ren:
Poster: Scaling Up Deep Neural Network optimization for Edge Inference†. SEC 2020: 170-172 - [i2]Luting Yang, Bingqian Lu, Shaolei Ren:
A Note on Latency Variability of Deep Neural Networks for Mobile Inference. CoRR abs/2003.00138 (2020) - [i1]Bingqian Lu, Jianyi Yang, Shaolei Ren:
Scaling Up Deep Neural Network Optimization for Edge Inference. CoRR abs/2009.00278 (2020)
2010 – 2019
- 2019
- [c3]Bingqian Lu, Jianyi Yang, Lydia Y. Chen, Shaolei Ren:
Automating Deep Neural Network Model Selection for Edge Inference. CogMI 2019: 184-193 - [c2]Fan Yao, Kathy Ngyugen, Sai Santosh Dayapule, Jingxin Wu, Bingqian Lu, Suresh Subramaniam, Guru Venkataramani:
HolDCSim: A Holistic Simulator for Data Centers. IISWC 2019: 239-242 - 2018
- [c1]Bingqian Lu, Sai Santosh Dayapule, Fan Yao, Jingxin Wu, Guru Venkataramani, Suresh Subramaniam:
PopCorns: Power Optimization Using a Cooperative Network-Server Approach for Data Centers. ICCCN 2018: 1-9
Coauthor Index
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