1. 学院*

信息与电子工程学院

2. 姓名*

杨倩倩

3. 近三年与智慧物联网相关的代表性项目（不超过2项，请依次列出项目名称，来源，起止日期，总经费，个人到款）

（1）场景驱动的产品生态数据空间设计理论与方法 国家重点研发计划 2021.11-2024.10 500万元 十万级，负责人

（2）基于人工智能与大数据分析的未来保险及健康管理服务研究中心二期 横向项目2021.10-2024.9 百万级，负责人

4. 近三年与智慧物联网相关的代表性论文（不超过2篇，按论文参考文献格式列出）

（1）Zhongyu Wang; Zhaoyang Zhang; Yuqing Tian; Qianqian Yang; Hangguan Shan; Wei Wang; Tony Q.S. Quek, “Asynchronous federated learning over wireless communication networks”, IEEE Transactions on Wireless Communications,” Mar., 2022. IF: 7.06

（2）Yuzhi Yang, Zhaoyang Zhang, Qianqian Yang, “Communication-efficient federated learning with binary neural networks”, IEEE Journal on Selected Areas in Communications, vol.39, no. 12, pp. 3836-3850, Dec. 2021. IF:9.144

5. 近三年与智慧物联网相关的研究生培养典型案例（不超过2例，列出学生姓名，学位论文题目，学生发表论文、获得专利、竞赛获奖、软著等）

陈宇豪基于模型切割的分布式边缘学习算法

Yuhao Chen, Qianqian Yang, Shibo He, Zhiguo Shi, Jiming Chen and Mohsen Guizani, “FTPipeHD: a fault-tolerant pipeline-parallel distributed training approach for heterogeneous edge devices”, IEEE Transactions on Mobile Computing , under review.

Yuhao Chen, Qianqian Yang, et. al, “Accelerating distributed parallel edge training with adaptive forward and backward compression”, submitted to IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022.

韩天啸 面向边缘设备的高效语义传输算法

Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, and Zhaoyang Zhang, “Semantic-preserved communication system for highly efficient speech transmission”, submitted to IEEE Journal on Selected Areas in Communications, under revision.

6. 历年在物联网项目制招生的学生学位论文题目

尚无。