个人简介：

黄兆武，男，博士，讲师，2018年获得南京理工大学学士学位，2025年9月毕业于东南大学计算机科学与工程学研，获工学博士学位，师从东方教授。博士毕业后于2025年12月加入福州大学计算机与大数据学院，在福建省网络计算与智能信息处理重点实验室从事教学科研工作。曾在IEEE INFOCOM，IEEE TMC，IEEE ICDCS，ACM ICPP，IEEE SECON，IEEE IoTJ，IEEE TST等国际期刊或会议上发表论文20余篇。担任IEEE TMC，IEEE TC，ACM MM，IEEE IoTJ 等重要期刊及会议审稿人。

办公室：福州大学旗山校区计算机与大数据学院2号楼220

联系邮箱：zwh@fzu.edu.cn

教育背景：

2014.9-2018.6 南京理工大学，网络工程，学士

2018.9-2025.9 东南大学，计算机科学与技术，博士

研究方向：

边缘计算与边缘智能

基于边缘智能的视觉应用优化

基于边云协同的大语言模型推理加速

面向无服务计算的函数调度与冷启动优化

招生信息：

目前正在招收2026级硕士生！

欢迎对边缘计算和边缘智能感兴趣的研究生和本科生联系我！

欢迎有追求有梦想的学生联系我！

发表论文：

- Zhaowu Huang, Fang Dong, Xiaolin Guo, Daheng Yin. FaSei: Fast Serverless Edge Inference with Synergistic Lazy Loading and Layer-wise Caching[C]. IEEE International Conference on Computer Communications (INFOCOM) 2025. (CCF A)

- Zhaowu Huang, Fang Dong, Dian Shen, Huitian Wang, Xiaolin Guo, Shucun Fu. Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge[C]. ACM International Conference on Parallel Processing (ICPP), 2022: 1-11. (CCF B)

- Zhaowu Huang, Fang Dong, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He. Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild[C]. IEEE International Conference on Distributed Computing Systems (ICDCS), 2021: 729-739. (CCF B)

- Zhaowu Huang, Fang Dong, Haopeng Zhu, Mengyang Liu, Dian Shen, Ruiting Zhou, Xiaolin Guo, Baijun Chen. ADPTD: Adaptive Data Partition with Unbiased Task Dispatching for Video Analytics at the Edge[J]. IEEE Internet of Things Journal (IOT), 2024. (JCR Q1, 中科院一区)

- Zhaowu Huang, Fang Dong, Ruanwen Long, Xiaolin Guo, Jinghui Zhang. Adaptive Microservice Deployment for Data Partition-based Applications in MEC[J]. Tsinghua Science and Technology (TST), 2024. (JCR Q1, 中科院一区)

- Zhaowu Huang, Fang Dong, Xiaolin Guo, Haodong Tian. Joint Layer-wise Caching and Request Routing for Serverless Inference Acceleration at the Edge[C]. IEEE International Conference on High Performance Computing and Communications (HPCC), 2024. (CCF C)

- Xiaolin Guo, Zhaowu Huang, Fan sun, Fang Dong. Enabling Adaptive Task Dispatching for Real-time Video Analytics in Uncertain Edge Environments[C]. ACM Turing Award Celebration Conference (TURC) Poster, 2023. (共同一作, Best poster award)

- Lisha Gao, Jing Tan, Haoyu Yang, Zhenxuan Xu, Zhaowu Huang*, Fang Dong, Shuo Hanl. Adaptive Region Encoding for Efficient Video Object Detection in Edge Computing[J]. Knowledge-Based Systems, 2026: 115323.(JCR Q1)

- Daheng Yin, Yili Jin, Jianxin Shi, Isaac Ding, Miao Zhang, Fangxin Wang, Zhaowu Huang*, Cong Zhang, Jiangchuan Liu, Fang Dong. CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting. ACM SIGGRAPH 2026.（CCF A）

- Xiaolin Guo, Fang Dong*, Dian Shen, Zhaowu Huang. Popularity-aware Layer-wise Caching and Function Scheduling for Dynamic Workflow at the Edge. IEEE Transactions on Mobile Computing, 2025.（CCF A）

- Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Jinghui Zhang. Resource-Efficient DNN Inference with Early Exiting in Serverless Edge Computing[J]. IEEE Transactions on Mobile Computing (TMC), 2024. (CCF A)

- Fang Dong, Huitian Wang, Dian Shen, Zhaowu Huang, Qiang He, Jinghui Zhang. Multi-exit DNN Inference Acceleration based on Multi-Dimensional Optimization for Edge Intelligence[J]. IEEE Transactions on Mobile Computing 2022. (CCF A)

- Daheng Yin, Jianxin Shi, Miao Zhang, Zhaowu Huang, Jiangchuan Liu, Fang Dong. FSVFG: Towards Immersive Full-Scene Volumetric Video Streaming with Adaptive Feature Grid[C]. ACM International Conference on Multimedia (MM), 2024. (CCF A)

- Shucun Fu, Fang Dong, Dian Shen, Jinghui Zhang, Zhaowu Huang, Qiang He. Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning[J].  IEEE Transactions on Services Computing (TSC), 2024. (CCF A)

- Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang. Exploiting the Computational Path Diversity with In-network Computing for MEC[C]. IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022: 280-288. (CCF B)

- Maojie Sun, Fang Dong, Zhaowu Huang, Junzhou Luo. Adaptive Model Compression for Steel Plate Surface Defect Detection: An Expert Knowledge and Working Condition-Based Approach[J]. Tsinghua Science and Technology. (JCR Q1, 中科院一区）

- Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Baijun Chen, Daheng Yin. Rendering Super Resolution Video Streaming Efficiently with in-Network Computing[C]. IEEE International Conference on High Performance Computing and Communications (HPCC), 2024. (CCF C, Best Student Paper Award)

发明专利：

- 东方，黄兆武，沈典. 一种用于边缘计算环境中面向深度学习应用的任务卸载方法, 国家发明专利，授权时间：2023.5.23，授权号：201910525863.3.

- 东方，王慧田，沈典，蔡光兴，黄兆武. 面向边缘智能应用的深度神经网络多路径推理加速方法，国家发明专利，授权时间：2023.8.22，授权号：202010180260.7