2004.04 ～ 2007.12 1946伟德国际源自英国计算机系，博士研究生

2001.09 ～ 2004.03 1946伟德国际源自英国计算机系，硕士研究生

1994.09 ～ 1998.06 西安交通大学计算机系，本科生

2008.05 ～ 至今 1946伟德国际源自英国（系），助理研究员、高级工程师

2013.03 ～ 2014.04 美国卡内基梅隆大学电子与计算机工程系（ECE）副研究员

1998.07 ～ 2001.08 （原）邮电部第一研究所

程序设计思想与方法

移动互联网前沿技术

部分论文：

1. Lizeth Patricia Aguirre Sanchez, Yao Shen*, Minyi Guo. LCA: Deep Reinforcement Learning-Based Congestion Avoidance Routing Model in SDN. Computer Networks, May 26, 2025. doi: 10.1016/j.comnet.2025.111371. （CCF-B)

2. Zhe Wang, Yao Shen*, Zhou Lei. EGA: An Efficient GPU Accelerated Groupby Aggregation Algorithm. Applied Sciences-Basel 15(7), Mar. 27, 2025. doi: 10.3390/app15073693.

3. Lizeth Patricia Aguirre Sanchez, Yao Shen*, Minyi Guo. MDQ: A QoS-Congestion Aware Deep Reinforcement Learning Approach for Multi-Path Routing in SDN. Journal of Network and Computer Applications 235 (2025), doi: 10.1016/j.jnca.2024.104082.

4. Lizeth Patricia Aguirre Sanchez, Yao Shen*, Minyi Guo. DQS: A QoS-driven routing optimization approach in SDN using deep reinforcement learning. Journal of Parallel and Distributed Computing, Volume 188, 2024, 104851, ISSN 0743-7315, doi: 10.1016/j.jpdc.2024.104851. （CCF-B)

5. Zhu W, Shen Y*, Liu M, Aguirre Sanchez LP. GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture Model. Comput Intell Neurosci. 2022 Jul 18;2022:7254462. doi: 10.1155/2022/7254462.

6. Yaping Zhang, Mingqian Liu, Shundong Hu, Yao Shen, Jun Lan, Beibei Jiang, Geertruida H. de Bock, Rozemarijin Vliegenthart, Xu Chen, Xueqian Xie, Development and multicenter validation of chest X-ray radiography interpretations based on natural language processing, COMMUNICATIONS MEDICINE (2021)1:43, pp. 1-12, 28 Oct 2021. https://doi.org/10.1038/s43856-021-00043-x. (Nature Portfolio: http://www.nature.com/commsmed/)

7. Liang Zhang, Wenli Zheng, Chao Li, Yao Shen, Minyi Guo, AuTraScale: An Automated and Transfer Learning Solution for Streaming System Auto-Scaling, IPDPS 2021: 912-921. (SCI/EI, CCF-B)

8. Aisha Chandio, Yao Shen*, Malika Bendechache, Irum Inayat, Teerath Kumar, AUDD: Audio Urdu Digits Dataset for Automatic Audio Urdu Digit Recognition, Applied Sciences 11(19): 8842, July 2021. (SCI, 2020 IF: 2.679)

9. Pritom Kumar Mondal, Lizeth P. Aguirre Sanchez, Emmanuele Benedetto, Yao Shen*, Minyi Guo, A Dynamic Network Traffic Classifier Using Supervised ML for a Docker-based SDN Network. Connection Science 33(3):693-718, 2021. DOI: 10.1080/09540091.2020.1870437. (SCI/EI, 2020 IF: 1.971)

10. Muhammad Naveed Riaz, Yao Shen*, Muhammad Sohail, Minyi Guo, eXnet: An Efficient Approach for Emotion Recognition in the Wild. Sensors 20(4): 1087, Feb. 2020. (SCI/EI, 2020 IF: 3.576)

11. 邱宇, 王持, 齐开悦, 沈耀, 李超, 张成密, 过敏意, 智慧健康研究综述: 从云端到边缘的系统, 计算机研究与发展, vol. 57, no. 1, pp. 53-73, 2020年1月.

12. Han Zhao, Quan Chen, Yuxian Qiu, Ming Wu, Yao Shen, Jingwen Leng, Chao Li, Minyi Guo, Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. ACM Trans. Archit. Code Optim. 15(4): 55:1-26, Jan. 2019. (SCI/EI, CCF-B, 2020 IF: 0.919)

13. Yuhai Cao, Chao Li, Jing Wang, Weigong Zhang, Quan Chen, Jingwen Leng, Bin Yao, Yao Shen, Minyi Guo, DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh. IEEE Trans. Computers 68(11): 1584-1596 (2019). (SCI/EI, CCF-A, 2020 IF: 2.663)

14. Riaz Ali*, Yao Shen*, Xiangwei Huang, Jingyu Zhang, Ahmad Ali, VMR: Virtual Machine Replacement Algorithm for QoS and Energy-Awareness in Cloud Data Centers, EUC 2017: 230-233.

15. Yanchao Lu, Quan Chen, Yao Shen, Minyi Guo: Electro: Toward QoS-Aware Power Management for Latency-Critical Applications. ISPA/IUCC 2017: 221-228.

近期项目：

主持，华为云计算技术有限公司，软硬协同NPU异构向量检索加速技术，2024 至 2025

参与，国家自然科学基金重点，面向异构硬件的云原生运行时系统研究，2023 至 2027

参与，国家重点研发计划，新型数据流异构处理器架构及计算系统，2023 至 2026

主持，国泰君安，容器云与非容器云混合部署技术方案研究与实践，2023 至 2024

主持，国泰君安，DPVS云机大规模研究，2023 至 2024

主持，国泰君安，Pulsar金融行业应用及高可用研究，2023 至 2024

参与，国家自然科学基金重点，基于区块链的物联网安全技术研究，2020 至 2024

参与，国家重点研发计划，人机物融合的云计算架构与平台，2018 至 2021

2024年，华为火花奖

2021年，浙江省技术发明三等奖

2019年，中国专利奖优秀奖

2013年，上海市科技进步三等奖

2010年，上海市自然科学三等奖