Ao Zhou

ZhouAo-ZA的个人主页

周傲

博士后

北京航空航天大学软件学院

邮箱：aozhou@buaa.edu.cn

地址：北京市海淀区北京航空航天大学新主楼

English Version

周傲，男，中国共产党党员，北京航空航天大学卓越百人博士后

研究方向

论文发表

  1. Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Xinming Wei, Cenlin Duan, Weisheng Zhao, Chunming Hu. ACE-GNN: Adaptive GNN Co-Inference with System-Aware Scheduling in Dynamic Edge Environments. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025. (CCF-A)
  2. Ao Zhou, Jianlei Yang, Yingjie Qi, Tong Qiao, Yumeng Shi, Cenlin Duan, Weisheng Zhao, Chunming Hu. HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices. IEEE Transactions on Computers (TC), 2024. (CCF-A)
  3. Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu. Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. ACM/IEEE Design Automation Conference (DAC), 2024. (CCF-A) （入选第26届 ChinaSys Spotlight 论文；入选中国电子学会 2024 优博论坛博士生专场报告）
  4. Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu. Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. ACM/IEEE Design Automation Conference (DAC), 2023. (CCF-A) （入选第25届 ChinaSys 口头报告）
  5. Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu. Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2021. (CCF-B)
  6. Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu. Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms. IEEE International Conference on Computer Design (ICCD), 2025. (CCF-B)
  7. Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu. GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration. ACM/IEEE Design Automation Conference (DAC), 2024. (CCF-A)
  8. Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu. Architectural implications of GNN aggregation programming abstractions. IEEE Computer Architecture Letters (CAL), 2023. (SCI，JCR Q4)
  9. Dingcheng Yang, Wenjian Yu, Xiangyun Ding, Ao Zhou, Xiaoyi Wang. DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration. Integration, 2022. (CCF-C)

专利申请

  1. 周傲, 谌云莉, 王晓懿. 一种基于CPU-FPGA的大规模图上的随机游走异构计算系统. 专利号：CN112667562B，授权日：2024-04-05 （已授权）
  2. 杨建磊, 周傲, 胡春明. 图神经网络架构搜索方法和装置. 公布号：CN116484906A （实审中）
  3. 杨建磊, 周傲, 胡春明. 端边协同图神经网络的架构搜索、部署方法及装置. 公布号：CN119476391A （实审中）

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