NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks. - Haipeng Yao; Tianle Mai; Xiaobin Xu 004; Peiying Zhang 001; Maozhen Li 001; Yunjie Liu 001 (IEEE Internet Things J., 2018)

Self-learning Congestion Control of MPTCP in Satellites Communications. - Tianle Mai; Haipeng Yao; Yaqing Jing; Xiaobin Xu 004; Xiaolong Wang 016; Zhe Ji (IWCMC, 2019)

Computing Resource Allocation in LEO Satellites System: A Stackelberg Game Approach. - Tianle Mai; Haipeng Yao; Feixiang Li; Xiaobin Xu 004; Yaqing Jing; Zhe Ji (IWCMC, 2019)

AI Routers & Network Mind: A Hybrid Machine Learning Paradigm for Packet Routing. - Haipeng Yao; Tianle Mai; Chunxiao Jiang; Linling Kuang; Song Guo 001 (IEEE Comput. Intell. Mag., 2019)

Resource Trading in Blockchain-Based Industrial Internet of Things. - Haipeng Yao; Tianle Mai; Jingjing Wang 001; Zhe Ji; Chunxiao Jiang; Yi Qian 001 (IEEE Trans. Ind. Informatics, 2019)

Multi-agent Actor-Critic Reinforcement Learning Based In-network Load Balance. - Tianle Mai; Haipeng Yao; Zehui Xiong; Song Guo 001; Dusit Tao Niyato (GLOBECOM, 2020)

A Distributed Reinforcement Learning Approach to In-network Congestion Control. - Tianle Mai; Haipeng Yao; Xing Zhang 001; Zehui Xiong; Dusit Niyato (ICCC, 2020)

Double Auction Game-based Computing Resource Allocation in LEO Satellite System. - Yaqing Jing; Haipeng Yao; Tianle Mai (IWCMC, 2020)

Traffic Optimization in Satellites Communications: A Multi-agent Reinforcement Learning Approach. - Zeyu Qin; Haipeng Yao; Tianle Mai (IWCMC, 2020)

BERT-Based Chinese Relation Extraction for Public Security. - Jiaqi Hou; Xin Li 088; Haipeng Yao; Haichun Sun; Tianle Mai; Rongchen Zhu (IEEE Access, 2020)

Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation. - Quanyi Li; Haipeng Yao; Tianle Mai; Chunxiao Jiang; Yan Zhang 002 (IEEE Internet Things J., 2020)

Network Representation Learning Aided Resource Allocation in Software Defined Networks. - Chenxi Li; Haipeng Yao; Tianle Mai (IWCMC, 2021)

Collaborate Q-learning Aided Load Balance in Satellites Communications. - Yutong Zhao; Haipeng Yao; Zeyu Qin; Tianle Mai (IWCMC, 2021)

Distributed Variational Bayes-Based In-Network Security for the Internet of Things. - Wenji He; Yifeng Liu; Haipeng Yao; Tianle Mai; Ni Zhang; F. Richard Yu (IEEE Internet Things J., 2021)

In-Network Intelligence Control: Toward a Self-Driving Networking Architecture. - Tianle Mai; Sahil Garg; Haipeng Yao; Jiangtian Nie; Georges Kaddoum; Zehui Xiong (IEEE Netw., 2021)

In-Network Computing Powered Mobile Edge: Toward High Performance Industrial IoT. - Tianle Mai; Haipeng Yao; Song Guo 001; Yunjie Liu 001 (IEEE Netw., 2021)

Scalable Traffic Control Using Programmable Data Planes in a Space Information Network. - Huijiang Pan; Haipeng Yao; Tianle Mai; Ni Zhang; Yunjie Liu 001 (IEEE Netw., 2021)

Deep Reinforcement Learning Empowered Adaptivity for Future Blockchain Networks. - Chao Qiu; Xiaoxu Ren; Yifan Cao; Tianle Mai (IEEE Open J. Comput. Soc., 2021)

Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks. - Xin Yuan 004; Haipeng Yao; Jingjing Wang 001; Tianle Mai; Mohsen Guizani (IEEE Trans. Cogn. Commun. Netw., 2021)

Cooperative Reinforcement Learning Aided Dynamic Routing in UAV Swarm Networks. - Zunliang Wang; Haipeng Yao; Tianle Mai; Zehui Xiong; F. Richard Yu (ICC, 2022)

Deep Reinforcement Learning aided No-wait Flow Scheduling in Time-Sensitive Networks. - Xiaolong Wang 016; Haipeng Yao; Tianle Mai; Tianzheng Nie; Lin Zhu; Yunjie Liu 001 (WCNC, 2022)

Hybrid Optical-Electrical Data Center Networking: Challenges and Solutions for Bandwidth Resource Optimization. - Fu Wang; Haipeng Yao; Jingjing Wang 001; Tianle Mai; Xiangjun Xin 001; Mohsen Guizani (IEEE Commun. Mag., 2022)

Multiagent Reinforcement-Learning-Aided Service Function Chain Deployment for Internet of Things. - Yuchao Zhu; Haipeng Yao; Tianle Mai; Wenji He; Ni Zhang; Mohsen Guizani (IEEE Internet Things J., 2022)

Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT. - Tianle Mai; Haipeng Yao; Ni Zhang; Wenji He; Dong Guo; Mohsen Guizani (IEEE Trans. Ind. Informatics, 2022)

Automatic Double-Auction Mechanism for Federated Learning Service Market in Internet of Things. - Tianle Mai; Haipeng Yao; Jiaqi Xu; Ni Zhang; Qifeng Liu; Song Guo 001 (IEEE Trans. Netw. Sci. Eng., 2022)

QMIX Aided Routing in Social-Based Delay-Tolerant Networks. - Chenchen Han; Haipeng Yao; Tianle Mai; Ni Zhang; Mohsen Guizani (IEEE Trans. Veh. Technol., 2022)

Low-Cost Network Measurement Through Intelligent In-Band Network Telemetry Orchestration. - Tong Wu; Haipeng Yao; Wenji He; Zunliang Wang; Tianle Mai; Zehui Xiong; Song Guo 001 (GLOBECOM, 2023)

Dynamic Assignment of Software-Defined Controllers in Vehicular Networks: An Evolutionary Game Approach. - Shufang Ji; Dong Guo; Ran Gao; Tianle Mai (IWCMC, 2023)

Stackelberg Game-Based Offloading Strategy for Digital Twin in Internet of Vehicles. - Weibo Qin; Chao Zhang; Haipeng Yao; Tianle Mai; Shan Huang 011; Dong Guo; Ran Gao (IWCMC, 2023)

Cloud Mining Pool Aided Blockchain-Enabled Internet of Things: An Evolutionary Game Approach. - Tianle Mai; Haipeng Yao; Ni Zhang; Lexi Xu; Mohsen Guizani; Song Guo 001 (IEEE Trans. Cloud Comput., 2023)

Graph Convolutional Network Aided Virtual Network Embedding for Internet of Thing. - Sihan Ma; Haipeng Yao; Tianle Mai; Jingkai Yang; Wenji He; Kaipeng Xue; Mohsen Guizani (IEEE Trans. Netw. Sci. Eng., 2023)

Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things. - Zeyu Qin; Haipeng Yao; Tianle Mai; Di Wu 001; Ni Zhang; Song Guo 001 (IEEE Trans. Serv. Comput., 2023)

Joint Routing and Scheduling With Cyclic Queuing and Forwarding for Time-Sensitive Networks. - Xiaolong Wang 016; Haipeng Yao; Tianle Mai; Zehui Xiong; Fu Wang; Yunjie Liu 001 (IEEE Trans. Veh. Technol., 2023)

Knowledge Graph Aided Network Representation and Routing Algorithm for LEO Satellite Networks. - Chenxi Li; Wenji He; Haipeng Yao; Tianle Mai; Jingjing Wang 001; Song Guo 001 (IEEE Trans. Veh. Technol., 2023)

Learning to Routing in UAV Swarm Network: A Multi-Agent Reinforcement Learning Approach. - Zunliang Wang; Haipeng Yao; Tianle Mai; Zehui Xiong; Xiaohua Wu; Di Wu 001; Song Guo 001 (IEEE Trans. Veh. Technol., 2023)

Three-Stage Stackelberg Game Enabled Clustered Federated Learning in Heterogeneous UAV Swarms. - Wenji He; Haipeng Yao; Tianle Mai; Fu Wang; Mohsen Guizani (IEEE Trans. Veh. Technol., 2023)

Reinforcement Learning-Based Particle Swarm Optimization for End-to-End Traffic Scheduling in TSN-5G Networks. - Xiaolong Wang 016; Haipeng Yao; Tianle Mai; Song Guo 001; Yun-Jie Liu 001 (IEEE/ACM Trans. Netw., 2023)

Graph Transformer Aided Resource Virtualization Embedding in UAV Swarm Networks. - Chao Zhang; Haipeng Yao; Tianle Mai (CMLDS, 2024)

Cooperative Intelligence-Based UAV Swarm for Establishing Emergency Communication. - Shan Huang 011; Haipeng Yao; Tianle Mai; Di Wu 001; Zehui Xiong; Mohsen Guizani (ICC, 2024)

Reinforcement Learning-Based Genetic Algorithm for Differentiated Traffic Scheduling in Industrial TSN-5G Networks. - Jiawen Guo; Haipeng Yao; Wenji He; Tianle Mai; Tianhao Ouyang; Fu Wang (IWCMC, 2024)

Hierarchical Scheduling Mechanism Based on Relaxed Constraints for Complex Industrial Scenes. - Tianzheng Nie; Haipeng Yao; Zunliang Wang; Jiawen Guo; Xiaolong Wang 016; Tianle Mai; Di Wu 001; Song Guo 001 (IEEE Trans. Netw. Sci. Eng., 2024)

In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things. - Di Wu 001; Zunliang Wang; Huijiang Pan; Haipeng Yao; Tianle Mai; Song Guo 001 (IEEE Trans. Serv. Comput., 2024)

Fission Spectral Clustering Strategy for UAV Swarm Networks. - Gepeng Zhu; Haipeng Yao; Tianle Mai; Zunliang Wang; Di Wu 001; Song Guo 001 (IEEE Trans. Serv. Comput., 2024)

Federated Learning Powered Semantic Communication for UAV Swarm Cooperation. - Jiaqi Xu; Haipeng Yao; Ru Zhang; Tianle Mai; Shan Huang 011; Song Guo 001 (IEEE Wirel. Commun., 2024)

Two-Layer Computing Resource Management for Blockchain-Enabled Internet of Vehicles. - Weibo Qin; Yuanfeng Li; Haipeng Yao; Shan Huang 011; Tianle Mai; Yunjie Liu 001 (IEEE Trans. Veh. Technol., 2024)

Semantic-Aware UAV Swarm Coordination in the Metaverse: A Reputation-Based Incentive Mechanism. - Jiaqi Xu; Haipeng Yao; Ru Zhang; Tianle Mai; Shan Huang 011; Zehui Xiong; Dusit Niyato (IEEE Trans. Mob. Comput., 2024)

Dynamic UAV Swarm Networking: A Two-Stage Adaptive Learning-Based Approach. - Qingyu Huo; Zunliang Wang; Haipeng Yao; Tianle Mai; Yuan He 004; Yunhao Liu 001 (IWCMC, 2025)

Generative- AiEnabled Lightweight Traffic Detection Architecture for Programmable Gateways in Wireless Networks. - Yuanling Liu; Haipeng Yao; Wenji He; Tianle Mai (WCNC, 2025)

Enhanced UAV Swarm Networking: a Distributed Density Peaks Clustering Approach. - Runlong Zhang; Zunliang Wang; Haipeng Yao; Tianle Mai (WCNC, 2025)

Graph Attentional Based Agglomerative Cluster for UAV Swarm Networks. - Shan Huang 011; Haipeng Yao; Xiaoman Wang; Tianle Mai; Zunliang Wang; Song Guo 001 (IEEE Trans. Netw. Sci. Eng., 2025)

Dynamic Routing Optimization Method for UAV Swarm Networks: An Evolutionary Game Approach. - Di Wu 001; Chenlang Jin; Haipeng Yao; Tianle Mai; Xiangjun Xin 001 (IEEE Trans. Sustain. Comput., 2025)

Using Full-Dimensional Programmability to Power Self-Driving 6G Networks. - Tong Wu; Haipeng Yao; Tianle Mai; Zunliang Wang; Fu Wang; Mohsen Guizani (IEEE Netw., 2025)

Self-Adaptive Dynamic In-Band Network Telemetry Orchestration for Balancing Accuracy and Stability. - Tianhao Ouyang; Haipeng Yao; Wenji He; Tianle Mai; Fu Wang; F. Richard Yu (IEEE Trans. Netw. Serv. Manag., 2025)

Learning-Driven Swarm Intelligence: Enabling Deterministic Flows Scheduling in LEO Satellite Networks. - Zunliang Wang; Haipeng Yao; Tianle Mai; Zhipei Li; C. L. Philip Chen (IEEE Trans. Mob. Comput., 2025)

Toward Intelligent Distributed Segment-Based Routing in 6G-Era Ultra-Large-Scale UAV Swarm Networks. - Zunliang Wang; Haipeng Yao; Tianle Mai; Runlong Zhang; Zehui Xiong; Dusit Niyato (IEEE Commun. Mag., 2025)

Multi-Agent Moth-Flame Reinforcement Learning Based Broadcast Beam Optimization. - Shan Huang 011; Haipeng Yao; Tianle Mai; Di Wu 001; Jiaqi Xu; F. Richard Yu (IEEE Trans. Mob. Comput., 2025)