杨鹏，2013年和2018年分获华中科技大学学士和博士学位。2015年9月至2017年9月获国家留学基金委资助赴加拿大滑铁卢大学电子与计算机工程系访问学习，2018年9月至2019年12月在此继续从事博士后研究。2020年加入华中科技大学电信学院任副教授，硕士生导师。近五年来，主持、参与多项国家自然科学基金项目，在IEEE/ACM顶级期刊和旗舰会议发表5G通信、边缘计算、多媒体通信等领域论文九十余篇，累计被引3900余次，长期担任IEEE TMC, IEEE IoT, IEEE ComMag, IEEE WCMag等顶级期刊和杂志审稿人，入选斯坦福大学联合爱思唯尔发布的“2023年全球前2%顶尖科学家年度榜单”。

注：团队常年招收优秀本科和研究生，欢迎有意从事无线网络、边缘计算、视频传输与处理和人工智能等领域研究的学生联系我（邮箱：yangpeng AT hust [dot] edu [dot] cn），或到访实验室（东十七楼B309）。

代表论文:

[1] Peng Yang, Yan Cheng, Ning Zhang, Qimin Cheng, and Li Yu, “Adaptive Network Configuration for Efficient and Accurate Neural Video Inference,” IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 1, pp. 263-276, 2024.

[2] Sushu Yang, Peng Yang, Jiayin Chen, Qiang Ye, Ning Zhang, and Xuemin (Sherman) Shen, “Delay-Optimized Multi-User VR Streaming via End-Edge Collaborative Neural Frame Interpolation,” IEEE Transactions on Network Science and Engineering, vol. 11, no. 1, pp. 284–298, 2024.

[3] Yuxin Kong, Peng Yang, and Yan Cheng, “Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environment,” in Proc. of ACM MM, Ottawa, Canada, 2023, pp. 9051–9060.

[4] Peng Yang, Jiawei Hou, Li Yu, Wenxiong Chen, and Ye Wu, “Edge-Coordinated Energy-Efficient Video Analytics for Digital Twin in 6G,” China Communications, vol. 20, no. 2, pp. 14–25, 2023.

[5] Xiangxiang Dai, Peng Yang, Xinyu Zhang, Zhewei Dai, and Li Yu, “Respire: Reducing Spatial- Temporal Redundancy for Efficient Edge-based Industrial Video Analytics,” IEEE Transactions on Industrial Informatics, vol. 18, no. 12, pp. 9324-9334, 2022.

[6] Wen Wu, Peng Yang, Weiting Zhang, Conghao Zhou, and Sherman Shen, “Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning,” IEEE Transactions on Industrial Informatics, vol. 17, no. 7, pp. 4988-4998, 2021.

[7] Jiayin Chen, Peng Yang, Qiang Ye, Weihua Zhuang, Sherman Shen, and Xu Li, “Learning- Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission,” IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 2, pp. 675-688, 2021.

[8] Peng Yang, Feng Lyu, Wen Wu, Ning Zhang, Li Yu, and Sherman Shen, “Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics,” IEEE Transactions on Industrial Informatics, vol. 16, no. 7, pp. 4855-4864, 2020.

[9] Si Yan, Peng Yang, Qiang Ye, Weihua Zhuang, Sherman Shen, Xu Li, and Jaya Rao, “Transmission Protocol Customization for Network Slicing: A Case Study of Video Streaming,” IEEE Vehicular Technology Magazine, vol. 14, no. 4, pp. 20-28, 2019.

[10] Peng Yang, Ning Zhang, Shan Zhang, Li Yu, Junshan Zhang, and Sherman Shen, “Content Popularity Prediction Towards Location-Aware Mobile Edge Caching,” IEEE Transactions on Multimedia, vol. 21, no. 4, pp. 915-929, 2019. 

完整论文列表见：https://dblp.org/pid/57/5443-4.html