Tao Zhang - Publications, H-index & Citations

Tao Zhang

Beijing Jiaotong University

23H指数

163论文数

1.8K被引数

收录论文 33

发表时间

Privacy-Preserving Vertical Federated Learning via Adaptive Noise-Intensity Regulation for Embodied Intelligence

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-07-06

PREAI

Xiangyun Tang; Hao Li; Yixuan Liu; Junxian Duan; Jingmeng Li; Tao Zhang; Chuan Zhou

AchiFL: Efficient Asynchronous Hierarchical Federated Learning via Adaptive Edge Aggregation AchiFL：通过自适应边缘聚合实现高效异步分层联邦学习

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-01-01

PREAI

Xiangyun Tang; Ruiqi Peng; Hao Li; Tao Zhang; Xiangwang Hou; Xiangzhi Liu

HBD-CE: Efficient Cross-HBD Communication for LLM Training in High-Bandwidth Domain Cluster via Hierarchical Collectives HBD-CE：通过分层集合实现高带宽领域集群中LLM训练的高效跨HBD通信

NETWORK AND PARALLEL COMPUTING, NPC 2025, PT II

IF0

2026-01-01

PREAI

Qin, Huihuang; Chen, Shuangwu; Wen, Zijian; Wang, Zian; Zou, Ziyang; Zhang, Tao; Tan, Xiaobin; Yang, Jian

An Adaptive Consistency-Based Detection Scheme for Label-Flipping Attacks in Low-Altitude Economic Networks 一种基于自适应一致性检测的标签翻转攻击检测方案，适用于低空经济网络

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-01-01

PREAI

Jianing Wang; Tianhao Liu; Tao Zhang; Jian Wang; Xuangou Wu; Jiqiang Liu

LVFUS: Vertical Federated Unlearning for Intelligent Network Security via Adaptive Optimizer Switching LVFUS：通过自适应优化器切换实现的智能网络安全垂直联邦遗忘

IEEE Transactions on Network Science and Engineering

IF7.9

2025-12-26

PREAI

Xiangyun Tang; Xinxin Hong; Minggang Gan; Yijing Lin; Tao Zhang; Junxian Duan; Liehuang Zhu

Personalized Model Partitioning and Aggregation for Federated Human Activity Recognition 用于联合人体活动识别的个性化模型划分和聚合

IEEE Transactions on Cognitive Communications and Networking

IF7

2025-12-19

PREAI

Weidong Zhang; Xuangou Wu; Tao Zhang; Xiujun Wang; Jiacheng Wang; Ruichen Zhang; Tong Wu; Jiawen Kang; Dusit Niyato

pFedCal: Lightweight Personalized Federated Learning With Adaptive Calibration Strategy pFedCal：轻量级个性化联邦学习与自适应校准策略

IEEE Transactions on Services Computing

IF5.8

2025-05-01

PREAI

Dongshang Deng; Xuangou Wu; Tao Zhang; Chaocan Xiang; Wei Zhao; Minrui Xu; Jiawen Kang; Zhu Han; Dusit Niyato

Achieving Network Resilience Through Graph Neural Network-Enabled Deep Reinforcement Learning 通过图神经网络赋能的深度强化学习实现网络韧性

IEEE Network

IF6.3

2025-02-14

PREAI

Xuzeng Li; Tao Zhang; Jian Wang; Zhen Han; Jiqiang Liu; Jiawen Kang; Dusit Niyato; Abbas Jamalipour

Network Security Management in Heterogeneous Networks 异构网络中的网络安全管理

ELECTRONICS

IF2.6

2025-01-31

OAAI

Zhang, Tao; Tang, Xiangyun; Wang, Jiacheng; Liu, Jiqiang

FinBack: Infiltrating Backdoors into Gradient Compressors on Federated Learning FinBack: 在联邦学习中渗透梯度压缩器的后门

IEEE Transactions on Information Forensics and Security

IF8

2025-01-01

PREAI

Xiangyun Tang; Wen Yang; Luyao Peng; Meng Shen; Tao Zhang; Yu Weng; Jiawen Kang; Dusit Niyato

Optimizing Resource Allocation for Multi-Modal Semantic Communication in Mobile AIGC Networks: A Diffusion-Based Game Approach 多模态语义通信中资源分配的优化：基于扩散博弈的方法

IEEE Transactions on Cognitive Communications and Networking

IF7

2025-01-01

OAAI

Jian Liu; Ming Xiao; Jinbo Wen; Jiawen Kang; Ruichen Zhang; Tao Zhang; Dusit Niyato; Weiting Zhang; Ying Liu

FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing FedASA: 用于异构移动边缘计算的具有自适应模型聚合的个性化联邦学习

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-12-01

PREAI

Deng, Dongshang; Wu, Xuangou; Zhang, Tao; Tang, Xiangyun; Du, Hongyang; Kang, Jiawen; Liu, Jiqiang; Niyato, Dusit

Enhanced dynamic modeling of regenerative CO2 transcritical power cycles: Comparative analysis of Pham-corrected and conventional turbine models

ENERGY

IF9.4

2024-12-01

PREAI

Zhang, Tao; Wu, Chuang; Li, Zhankui; Li, Bo

Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-11-01

PREAI

Liu, Tianhao; Liu, Jiqiang; Zhang, Tao; Wang, Jian; Yuan, Zhenhui; Xu, Minrui; Zhai, Di; Wang, Tianxi; Du, Hongyang; Niyato, Dusit

EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-10-15

PREAI

Zhai, Di; Liu, Jiqiang; Zhang, Tao; Wang, Jian; Du, Hongyang; Liu, Tianhao; Wang, Tianxi; Zhang, Chuan; Kang, Jiawen; Niyato, Dusit

Securing Federated Diffusion Model With Dynamic Quantization for Generative AI Services in Multiple-Access Artificial Intelligence of Things 通过动态量化保护联合扩散模型，以在物联网的多址人工智能中生成AI服务

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-09-01

PREAI

He, Jiayi; Lai, Bingkun; Kang, Jiawen; Du, Hongyang; Nie, Jiangtian; Zhang, Tao; Yuan, Yanli; Zhang, Weiting; Niyato, Dusit; Jamalipour, Abbas

DecFFD: A Personalized Federated Learning Framework for Cross-Location Fault Diagnosis

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-05-01

PREAI

Deng, Dongshang; Zhao, Wei; Wu, Xuangou; Zhang, Tao; Zheng, Jinde; Kang, Jiawen; Niyato, Dusit

Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2023-11-01

PREAI

Zhang, Tao; Xu, Changqiao; Zhang, Bingchi; Li, Xinran; Kuang, Xiaohui; Grieco, Luigi Alfredo

When Moving Target Defense Meets Attack Prediction in Digital Twins: A Convolutional and Hierarchical Reinforcement Learning Approach

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2023-10-01

PREAI

Zhang, Tao; Xu, Changqiao; Lian, Yibo; Tian, Haijiang; Kang, Jiawen; Kuang, Xiaohui; Niyato, Dusit

How to Disturb Network Reconnaissance: A Moving Target Defense Approach Based on Deep Reinforcement Learning

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2023-01-01

PREAI

Zhang, Tao; Xu, Changqiao; Shen, Jiahao; Kuang, Xiaohui; Grieco, Luigi Alfredo

研究方向