个人简介

郑浩，博士后，合作导师任文琦教授。博士毕业于中南大学，曾在加拿大西安大略大学进行博士联合培养。主要研究方向为计算机视觉、遥感图像解译、联邦学习等。近年来，在CVPR、AAAI、NeurIPS、TGRS、IOTJ等国际高水平期刊与会议发表学术论文20余篇。

联系方式

Email: zhengh239@mail.sysu.edu.cn

教育背景&工作经历

2026.01-至今 中山大学，网络空间安全学院，博士后
2021.09-2025.12 中南大学，计算机科学与技术，博士
2024.03-2025.09 加拿大西安大略大学，计算机科学，联合培养博士
2018.09–2021.07 中南大学，软件工程，硕士
2014.09–2018.07 太原理工大学，软件工程，学士

代表性论文

[1] Hao Zheng, Shiyu Song, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu, Rongchang Zhao, Ruizhi Pu, Ruiyi Fang and Boyu Wang. Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning [C]// AAAI 2026. (CCF A)
[2] Hao Zheng, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu, Tingxuan Chen, Rongchang Zhao and Boyu Wang. HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification [C]// AAAI 2026. (CCF A)
[3] Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, and Boyu Wang. FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning[C]// CVPR 2025.(CCF A)
[4] Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, and Boyu Wang. ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning[C]// AAAI 2025.(CCF A, Oral)
[5] Hao Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Meiguang Zheng, Hui Xiao and Keqin Li. Proactive Spatio-Temporal Request Prediction for Replica Placement in Edge-Cloud Computing[J]. IEEE Internet of Things Journal, 2025, 12(17): 35941 - 35955.(JCR一区)
[6] Hao Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Meiguang Zheng, Ce Zhang and Keqin Li. Multifeature collaborative fusion network with deep supervision for SAR ship classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-14.(中科院一区TOP)
[7] Hao Zheng, Zhigang Hu, Jianjun Liu, Yuhang Huang, and Meiguang Zheng. MetaBoost: A novel heterogeneous DCNNs ensemble network with two-stage filtration for SAR ship classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 1-5.(JCR一区)

更多信息请参见个人主页： https://zhenghao0.github.io

学术兼职

国际会议审稿人：ICLR 24-26, NeurIPS 24-25, AAAI 25-26, MM 2025, AISTATS 25-26, IJCAI 25-26, ICCV 2025, ICME 24-25

国际期刊审稿人： IEEE TIP, IEEE TGRS, IEEE TDSC, JSTARS, KBS, NN.