— 项目 —

[15] 陕西省重点研发计划关键核心技术攻关重点项目课题，2025CG-GJHX-06，2025~，主持，在研；

[14] 西安交通大学青年拔尖人才支持计划，2024~，主持，在研；

[13] 广东省基础与应用基础研究青年提升项目，2024A1515030215，2024~，主持，在研；

[12] 陕西省重点研发计划项目，2023-YBGY-248，2023~，主持，结题；

[11] 通信抗干扰全国重点实验室（稳定支持）项目，IFN20230111，2023~，主持，结题；

[10] 智能博弈重点实验室创新工作站开放课题，ZBKF-24-04，2024~，主持，结题；

[9] 国家自然科学基金青年项目，61901378，2020~，主持，结题；

[8] 博士后创新人才支持计划，BX20190287，2019.09~，主持，结题；

[7] 国家自然科学基金专项项目课题，61941119，2020~，主持，结题；

[6] 某委某工程项目课题，XXX，2022~，主持，结题；

[5] 中国博士后科学基金面上项目，2020M683563，2020~，主持，结题；

[4] 移动通信国家重点实验室开放课题，2022D01，2022~，主持，结题；

[3] 国家重点研发计划课题，2020YFB1807003，2020~，参与；

[2] 某部委预研项目，XXX，2020~，参与；

[1] 陕西省重点研发计划重点产业链项目，2022ZDLGY05-07，2022~，参与；

— 研究 —

Wireless AI

Wireless AI 方向面向复杂无线网络中的高维状态、动态拓扑、时变信道、多用户干扰和多智能体交互问题，研究图神经网络、深度强化学习、扩散模型、算法展开网络和联邦学习等 AI 方法在无线通信系统中的应用。该方向的核心思路不是简单地“用 AI 求解通信问题”，而是把无线网络中的拓扑结构、信道演化、干扰耦合、优化迭代和安全约束嵌入学习模型，使智能算法具备更好的结构感知能力、泛化能力和可解释性。相关工作覆盖 UAV 安全通信、抗干扰通信、网络化空中计算、UAV AirComp、区块链辅助可信数据采集和生成式安全波束设计等问题，目标是在复杂、动态、非可信无线环境中实现可学习、可适应、可部署的智能通信机制。

代表性论文：

• Xiao Tang, Xunqiang Lan, Lixin Li, Yan Zhang, Zhu Han, “Incentivizing Proof-of-Stake Blockchain for Secured Data Collection in UAV-Assisted IoT: A Multi-Agent Reinforcement Learning Approach,” IEEE Journal on Selected Areas in Communications, vol. 40, no. 12, pp. 3470–3484, 2022.

• Xiao Tang, Kexin Zhao, Chao Shen, Qinghe Du, Yichen Wang, Dusit Niyato, Zhu Han, “Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications,” IEEE Transactions on Mobile Computing, vol. 24, no. 9, pp. 8780–8793, 2025.

• Xiao Tang, Huirong Xiao, Chao Shen, Li Sun, Qinghe Du, Dusit Niyato, Zhu Han, “Unfolded Deep Graph Learning for Networked Over-the-Air Computation,” IEEE Transactions on Wireless Communications, vol. 24, no. 11, pp. 9296–9310, 2025.

• Xunqiang Lan, Xiao Tang*, Ruonan Zhang, Qinghe Du, Tony Q.S. Quek, “Time-Slotted Multi-Cluster UAV AirComp with Energy-Awareness: A Pointer Network-Assisted Soft Actor-Critic Learning Framework,” IEEE Journal of Selected Topics in Signal Processing, online access, 2026.

• Tong Hui, Xiao Tang*, Yichen Wang, Qinghe Du, Dusit Niyato, Zhu Han, “Channel-Aware Conditional Diffusion Model for Secure MU-MISO Communications,” IEEE Transactions on Vehicular Technology, online access, 2026.

空天地一体网络

空天地一体网络方向面向卫星、无人机、空中平台、地面基站、边缘节点和智能反射表面协同组成的未来网络，研究跨域通信、计算、安全和资源协同问题。该方向关注低空经济、无人机组网、卫星通信、空中 RIS、UAV edge computing、AirComp 和 integrated communication and computation 等典型场景，重点解决网络拓扑高度动态、空地链路快速变化、信道状态不确定、能量与计算资源受限、多平台协同困难等问题。相关工作通过鲁棒优化、图学习、强化学习和通信计算协同建模，探索空天地融合网络中的安全传输、轨迹规划、任务卸载、空中计算、联邦学习和资源管理机制，为低空智能服务和非地面网络中的高可靠通信计算提供支撑。

代表性论文：

• Xiao Tang, Yudan Jiang, Ruonan Zhang, Qinghe Du, Jinxin Liu, Naijin Liu, “Energy-Efficient Integrated Communication and Computation via Non-Terrestrial Networks with Uncertainty Awareness,” IEEE Internet of Things Journal, vol. 12, no. 17, pp. 35165–35178, 2025.

• Xiao Tang, Hongrui Zhang, Ruonan Zhang, Deyun Zhou, Yan Zhang, Zhu Han, “Robust Trajectory and Offloading for Energy-Efficient UAV Edge Computing in Industrial Internet of Things,” IEEE Transactions on Industrial Informatics, vol. 20, no. 1, pp. 38–49, 2024.

• Zhaole Wang, Xiao Tang*, Naijin Liu, Jinxin Liu, Qinghe Du, Lei Chen, Tingwu Lin, “Distributionally Robust Physical-Layer Security for Satellite Communication via Aerial Reconfigurable Intelligent Surface,” IEEE Transactions on Communications, vol. 74, pp. 9729–9741, 2026.

• Xunqiang Lan, Xiao Tang*, Ruonan Zhang, Bin Li, Yichen Wang, Dusit Niyato, Zhu Han, “UAV-Assisted Integrated Communication and Over-the-Air Computation with Interference Awareness,” IEEE Transactions on Communications, vol. 73, no. 11, pp. 10647–10661, 2025.

• Chen Wang, Xiao Tang*, Zehui Xiong, Daosen Zhai, Ruonan Zhang, Dusit Niyato, Zhu Han, “UAV-Assisted Federated Learning with Robust Resource and Trajectory Optimization Under Location Uncertainties,” IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 1282–1296, 2026.

无线信息安全

无线信息安全方向面向开放、动态和非可信无线环境，研究物理层安全、抗干扰通信、主动窃听防御、RIS 辅助安全传输、无人机网络安全、低空网络安全和安全资源分配等问题。该方向强调从无线信道、网络结构和攻防对抗关系本身出发设计安全机制，而不仅仅依赖上层密码或静态防护。相关工作覆盖 full-duplex active eavesdropper、reactive jamming、Active RIS jamming mitigation、aerial RIS secure communications、UAV secure communications、satellite physical-layer security 和 secure MU-MISO communications 等场景，结合博弈论、鲁棒优化、图学习、深度强化学习和扩散模型，在窃听、干扰、信道不确定、非法接入和资源竞争等条件下提升无线系统的安全可靠服务能力。

代表性论文：

• Xiao Tang, Zhen Ma, Limeng Dong, Yichen Wang, Qinghe Du, Dusit Niyato, Zhu Han, “Uncertainty-Aware Jamming Mitigation With Active RIS: A Robust Stackelberg Game Approach,” IEEE Transactions on Information Forensics and Security, vol. 21, pp. 2858–2872, 2026.

• Xiao Tang, Zhen Ma, Bin Li, Cong Li, Qinghe Du, Dusit Niyato, Zhu Han, “Active RIS-Aided Anti-Jamming Wireless Communications: A Stackelberg Game Perspective,” IEEE Transactions on Communications, online access, 2025.

• Xiao Tang, Kexin Zhao, Chao Shen, Chenhao Lin, Shuai Liu, Bohui Wang, Dusit Niyato, Zhu Han, “Graph Attention Network-Driven Hierarchical Learning for Anti-Jamming UAV Communications,” IEEE Transactions on Wireless Communications, vol. 25, pp. 5432–5445, 2026.

• Zhaole Wang, Xiao Tang*, Naijin Liu, Jinxin Liu, Qinghe Du, Lei Chen, Tingwu Lin, “Distributionally Robust Physical-Layer Security for Satellite Communication via Aerial Reconfigurable Intelligent Surface,” IEEE Transactions on Communications, vol. 74, pp. 9729–9741, 2026.

• Tong Hui, Xiao Tang*, Yichen Wang, Qinghe Du, Dusit Niyato, Zhu Han, “Channel-Aware Conditional Diffusion Model for Secure MU-MISO Communications,” IEEE Transactions on Vehicular Technology, online access, 2026.

博弈论与鲁棒优化

博弈论与鲁棒优化方向面向无线网络中的竞争、对抗、不确定性和多主体决策问题，研究 Stackelberg game、hierarchical game、equilibrium program with equilibrium constraints、variational inequality、quasi-variational inequality、distributionally robust optimization 和 multi-agent learning 等理论方法。该方向既是无线信息安全研究的重要理论基础，也支撑无人机网络、RIS 通信、区块链网络、联邦学习和通信计算一体化中的资源管理与鲁棒决策。相关工作围绕主动窃听、恶意干扰、保密功率竞争、区块链挖矿资源竞争、卫星通信安全和不确定空地网络等问题，构建层次化攻防博弈与分布鲁棒优化框架，使系统在信道分布未知、干扰策略变化、位置误差和资源状态不确定条件下仍能获得稳定可靠的性能保障。

代表性论文：

• Xiao Tang, Pinyi Ren, Zhu Han, “Hierarchical Competition as Equilibrium Program with Equilibrium Constraints Towards Security-Enhanced Wireless Networks,” IEEE Journal on Selected Areas in Communications, vol. 36, no. 7, pp. 1564–1578, 2018.

• Xiao Tang, Zhen Ma, Limeng Dong, Yichen Wang, Qinghe Du, Dusit Niyato, Zhu Han, “Uncertainty-Aware Jamming Mitigation With Active RIS: A Robust Stackelberg Game Approach,” IEEE Transactions on Information Forensics and Security, vol. 21, pp. 2858–2872, 2026.

• Xiao Tang, Ruonan Zhang, Wei Wang, Lin Cai, Zhu Han, “Robust Secrecy Competition with Aggregate Interference Constraint in Small-Cell Networks,” IEEE Transactions on Wireless Communications, vol. 20, no. 4, pp. 2325–2340, 2021.

• Xunqiang Lan, Xiao Tang*, Ruonan Zhang, Bin Li, Qinghe Du, Dusit Niyato, Zhu Han, “Distributionally Robust Game for Proof-of-Work Blockchain Mining Under Resource Uncertainties,” IEEE Transactions on Information Forensics and Security, vol. 21, pp. 1036–1049, 2026.

• Zhaole Wang, Xiao Tang*, Naijin Liu, Jinxin Liu, Qinghe Du, Lei Chen, Tingwu Lin, “Distributionally Robust Physical-Layer Security for Satellite Communication via Aerial Reconfigurable Intelligent Surface,” IEEE Transactions on Communications, vol. 74, pp. 9729–9741, 2026.

— 服务 —

期刊编委

• Sensors，Editor，2026—2028

• 《网络与信息安全学报》青年编委，2023—2027

• 《海军航空大学学报》青年编委，2024—2026

会议组织

• Symposium Co-Chair, International Wireless Communications and Mobile Computing Conference, IWCMC 2026

• Workshop Co-Chair, International Conference on Cyber-physical Social Intelligence, ICCSI 2024 / 2025

• Workshop Co-Chair, IEEE Vehicular Technology Conference, VTC 2020 / 2023

• Workshop Co-Chair, IEEE International Performance, Computing, and Communications Conference, IPCCC 2022

• Workshop Co-Chair, IEEE International Conference on High Performance Switching and Routing, HPSR 2019

特邀报告

• 2026年空天科技应用于实践创新研讨会, 山西太原, “空地无线网络可泛化智能通信”

• IEEE International Conference on Communications, Circuits and Systems, ICCCAS 2025, Wuhan, “Intelligent UAV Communications: Graph-Based Learning Approaches for Enhanced Security”

• International Conference on Electronic Communications Engineering, ICECE 2025, Xi’an, “Graph Reinforcement Learning Enabled Security Enhancement for UAV Communication Networks”

TPC Member

• IEEE ICC，2024—2026

• IEEE WCNC，2024—2026

• IEEE PIMRC，2024 / 2025

• IEEE GLOBECOM，2021—2023

• IEEE VTC，2020，2022—2024

• IEEE / CIC ICCC，2017，2018，2021—2025