导航
数据科学系
您现在的位置: 首页 >> 师资队伍 >> 正文

陈盛博

日期:2022年05月07日       点击量:

教师信息


姓 名

Shengbo Chen

性 别


职 称

教授(高层次人才)

办公电话


电子信箱

10120125@vip.henu.edu.cn

ccb02kingdom@gmail.com


系室分类

计算机系

个人主页

暂未填写

研究方向



人工智能 5G,计算机网络


且与国内外众多知名高校,科研院所和企业保持密切合作关系


教育及工作经历


2002.09-2006.07清华大学电子工程系 学士

2006.09-2008.12清华大学电子工程系 硕士

2009.01-2013.08美国俄亥俄州立大学电子与计算机系 博士

2013.8-2019 美国高通研究院高级研究员 Qualcomm Research

2020-至今 河南大学高层次特聘教授

2022-至今 河南省智能技术与应用工程技术研究中心 主任

2022-至今 河南省智能网络理论与关键技术国际联合实验室 副主任


社会及学术兼职



奖励及荣誉



IEEE Wiopt 最佳论文奖

ICRAIC 最佳论文奖


主讲课程



当代数据管理系统


论文著作



[J1] K. Yang, S. Chen* and C. Shen, “On the Convergence of Hybrid Server-Clients Collaborative Training, ” IEEE Journal on Selected Areas in Communications, vol. 41, no. 3, pp. 802-819, 2023. (SCI一区TOP)

[J2] Z. Xu, Y. Guo, C. Chakraborty, Q. Hua, S. Chen*, and K. Yu, “A Simple Federated Learning-based Scheme for Security Enhancement over Internet of Medical Things,” IEEE Journal of Biomedical and Health Informatics, pp. 1-13, 2022. (SCI一区TOP)

[J3] Y. Li, Y. Guo, M. Alazab, S. Chen*, C. Shen, and K. Yu, “Joint Optimal Quantization and Aggregation of Federated Learning Scheme in VANETs,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 10, pp. 19852-19863, 2022. (SCI一区TOP)

[J4] X. Shu, H. Chang, Q. Wang, W. Chen, K. Zhao, B. Li, G. Sun, S. Chen*, and B. Xu. “Deep Learning Model-based Approach for Preoperative Prediction of Ki67 Labeling Index Status in a Noninvasive Way Using Magnetic Resonance Images: A Single-center Study,” Clinical Neurology and Neurosurgery, vol. 219, pp. 107301, 2022. (SCI四区)

[J5] S. Chen, C. Shen, L. Zhang, and Y. Tang, “Dynamic Aggregation for Heterogeneous Quantization in Federated Learning,” IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6804-6819, 2021. (SCI一区TOP)

[J6] S. Chen, J. Wang, L. Zhang, and K. Yu, “When Internet of Things Meets E-Health: An Indoor Temperature Monitoring and Control Approach,” IEEE Internet of Things Magazine, vol. 4, no. 3, pp. 12-16, 2021. (EI)

[J7] C. Feng, K. Yu; A. Bashir, Y. Al-Otaibi, Y. Lu, S. Chen, and D. Zhang, “Efficient and Secure Data Sharing for 5G Flying Drones: A Blockchain-enabled Approach,” IEEE Networks, vol. 35, no. 1, pp. 130-137, 2021. (SCI二区)

[J8] P. Cai, J. Zong, X. Luo, Y. Zhou, S. Chen, and H. Qian, “Downlink Channel Tracking for Intelligent Reflecting Surface-aided FDD MIMO Systems,” IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3341-3353, 2021. (SCI二区TOP)

[J9] S. Chen, L. Zhang, Y. Tang, C. Shen, R. Kumar, K. Yu, U. Tariq, and A. Bashir, “Indoor Temperature Monitoring Using Wireless Sensor Networks: A SMAC Application in Smart Cities,” Sustainable Cities and Society, vol. 61, pp. 102333, 2020. (SCI一区TOP)

[J10]S. Liu, S. Chen*, C. Shen, M. Ismail, and R. Kumar, “Improved Low-resolution Quantized SIMO Estimation Via Deep Learning,” IEEE Wireless Communications Letters, vol. 9, no. 3, pp. 1331-1335, 2020. (SCI二区)

[J11]S. Chen, P. Sinha and N. Shroff, “Heterogeneous Delay Tolerant Task Scheduling and Energy Management in the Smart Grid with Renewable Energy,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 31, no. 7, pp. 1258-1267, 2013. (SCI一区TOP)

[J12]S. Chen, P. Sinha and N. Shroff, “A Simple Asymptotically Optimal Joint Energy Allocation and Routing Scheme in Rechargeable Sensor Networks,” IEEE/ACM Transactions on Networking, vol. 22, no. 4, pp. 1325-1336, 2013. (SCI二区)

[J13]S. Chen, W. Chen, W. Huang, L. Zhai and X. Liu, “A Cross-layer Approach to Enable Multipacket Transmission in MIMO-SDMA Based WLAN,” Journal of Zhejiang University, vol. 10, no. 2, pp. 271-278, 2009. (SCI四区)

[C1]J. Wang, S. Chen*, B. Li, and G. Wang, “A Simple Data Privacy and Security Protection Algorithm Based on Federated Learning,” 2021 International Conference on Robotics Automation and Intelligent Control, ICRAIC, vol. 2203, no. 1, 2022. (Best Paper Award)

[C2]C. Shen, S. Chen, “Federated learning with heterogeneous quantization,” 2020 IEEE/ACM Symposium on Edge Computing (SEC), pp. 405-409, 2020.

[C3]M. Pang, B. Wang, S. Chen, Y. Cheung, R. Zou, and W. Huang, “Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors,” CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022.

[C4]C. Bi, S. Wang, Z. Xue, S. Chen, and Q. Huang, “Inferential Visual Question Generation,” MM '22: Proceedings of the 30th ACM International Conference on Multimedia, 2022.

[C5]S. Chen, Y. Sun, L. Huang, P. Sinha, G. Liang, X. Liu, and N. Shroff, “When Queueing Meets Coding: Optimal-latency Data Retrieving Scheme in Storage Clouds,” Proceeding of IEEE INFOCOM, pp. 1042-1050, 2014. (CCF A)

[C6]S. Chen, P. Sinha and N. Shroff, “Life-Add: Lifetime Adjustable Design for WiFi Networks with Heterogeneous Energy Supplies,” Proceeding of 2013 11th International Symposium and Workshops on Modeling and Optimization, 2013. (Best Paper Award)

[C7]S. Chen, P. Sinha and N. Shroff, “Energy Trading in the Smart Grid: From End-User's Perspective,” Proceeding of Asilomar Conference on Signals, Systems and Computers, 2013.

[C8]S. Chen, P. Sinha, N. Shroff and C. Joo, “A Simple Asymptotically Optimal Energy Allocation and Routing Scheme in Rechargeable Sensor Networks,” Proceeding of IEEE INFOCOM, pp. 379-387, 2012. (CCF A)

[C9]S. Chen, P. Sinha, N. Shroff and C. Joo, “Finite-Horizon Energy Allocation and Routing Scheme in Rechargeable Sensor Networks,” Proceeding of IEEE INFOCOM, pp. 2273-2281, 2011. (CCF A)



科研项目



[1] 国家自然科学基金委员会, 国家自然科学基金项目, 可充电式无线传感器网络中能量分配和路由算法的研究, 2022-01-01 至 2024-12-31, 在研, 主持。

[2] 重大科技专项, 基于深度学习的脑胶质瘤预测分类关键技术的研究, 2021-12 至 2024-12, 在研, 主持。

[3] 重大科技专项, 基于脑电深度学习的抑郁症合并轻度认知功能障碍预测诊断平台关键技术研发与应用, 2021-01 至 2023-09, 100万, 在研, 主持。


专 利



获批国际专利50余项


其 他



本研究组目前有研究生十余人,科研氛围浓厚,待遇优厚。欢迎有兴趣读硕士,博士后的人员联系我。

实验室拥有五台高性能服务器(会按课题需求增加)包含10张显卡(Nvidia TeslaV100*2、NvidiaQuadro RTX6000*8) 可供课题组科研使用。合作的企业、高校(包括但不限于):华为,腾讯,美团,中国科学院大学、中国人民解放军总医院等。

将根据个人实际情况个性化定制培养模式。如果毕业之后选择参加工作,会根据个人能力推荐去腾讯,美团等大厂实习。如果选择继续读博深造,将着重培养科研能力,根据实际情况推荐去国内外名校。

课题组将为每人额外配置高性能笔记本电脑,并根据实际科研需求购置配套设备。


上一条:张婉君

下一条:林英豪