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Tianle Mai
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2020 – today
- 2026
[b1]Haipeng Yao, Tianle Mai:
UAV Swarm Cooperation - A Networking Perspective. Wireless Networks, Springer 2026, ISBN 978-3-031-96443-5, pp. 1-279
[j46]Ruze Cai
, Haipeng Yao
, Tianle Mai
, Jiaqi Xu
, Chenlang Jin
, Qun Li:
Incentive Mechanisms Design for Crowdsensing in Large Scale Artificial Intelligence of Things. IEEE Trans. Cogn. Commun. Netw. 12: 1848-1861 (2026)
[j45]Chenlang Jin
, Haipeng Yao
, Ruze Cai
, Tianle Mai
, Jiaqi Xu
, Zehui Xiong
, Dusit Niyato
:
SkyNDN Incentivizer: Enhancing Content Sharing in UAV Named Data Networking. IEEE Trans. Mob. Comput. 25(3): 4013-4030 (2026)- 2025
[j44]Zunliang Wang, Haipeng Yao, Tianle Mai, Runlong Zhang, Zehui Xiong
, Dusit Niyato:
Toward Intelligent Distributed Segment-Based Routing in 6G-Era Ultra-Large-Scale UAV Swarm Networks. IEEE Commun. Mag. 63(6): 58-64 (2025)
[j43]Chenlang Jin, Haipeng Yao, Tianle Mai, Jiaqi Xu, Ran Gao, Xiangjun Xin:
Integrated Communication, Positioning, and Sensing for UAV Swarms in Unknown Complex Environments. IEEE Commun. Mag. 63(12): 96-102 (2025)
[j42]Tong Wu
, Haipeng Yao
, Tianle Mai
, Zunliang Wang
, Fu Wang
, Mohsen Guizani
:
Using Full-Dimensional Programmability to Power Self-Driving 6G Networks. IEEE Netw. 39(1): 270-277 (2025)
[j41]Jiaqi Xu
, Haipeng Yao
, Ru Zhang, Tianle Mai
, Mohsen Guizani
:
Low Latency and Accuracy-Guaranteed DNN Inference for Drone-Assisted IoT Networks. IEEE Trans. Cogn. Commun. Netw. 11(6): 4050-4061 (2025)
[j40]Zunliang Wang
, Haipeng Yao
, Tianle Mai
, Zhipei Li
, C. L. Philip Chen
:
Learning-Driven Swarm Intelligence: Enabling Deterministic Flows Scheduling in LEO Satellite Networks. IEEE Trans. Mob. Comput. 24(5): 3962-3978 (2025)
[j39]Shan Huang
, Haipeng Yao
, Tianle Mai
, Di Wu
, Jiaqi Xu
, F. Richard Yu
:
Multi-Agent Moth-Flame Reinforcement Learning Based Broadcast Beam Optimization. IEEE Trans. Mob. Comput. 24(8): 7223-7236 (2025)
[j38]Qun Li
, Zunliang Wang
, Haipeng Yao
, Tianle Mai
, Zhipei Li
, Mohsen Guizani
:
Dynamic Routing Mechanism for Load Distribution in UAV Swarm Networks With Edge Caching. IEEE Trans. Mob. Comput. 24(12): 13226-13242 (2025)
[j37]Shan Huang
, Haipeng Yao
, Xiaoman Wang, Tianle Mai
, Zunliang Wang
, Song Guo
:
Graph Attentional Based Agglomerative Cluster for UAV Swarm Networks. IEEE Trans. Netw. Sci. Eng. 12(4): 3311-3327 (2025)
[j36]Tianhao Ouyang
, Haipeng Yao
, Wenji He
, Tianle Mai
, Fu Wang
, F. Richard Yu
:
Self-Adaptive Dynamic In-Band Network Telemetry Orchestration for Balancing Accuracy and Stability. IEEE Trans. Netw. Serv. Manag. 22(2): 1514-1530 (2025)
[j35]Chenlang Jin
, Haipeng Yao
, Tianle Mai
, Jiaqi Xu, Qi Zhang
, F. Richard Yu:
A Resource-Efficient Content Sharing Mechanism in Large-Scale UAV Named Data Networking. IEEE Trans. Netw. 33(1): 114-129 (2025)
[j34]Weibo Qin
, Ying Wang, Haipeng Yao
, Jiaqi Xu
, Tianle Mai
, Yunjie Liu, Zehui Xiong
, F. Richard Yu
:
Computing Offloading for Digital Twinning Empowered Industrial IoT. IEEE Trans. Serv. Comput. 18(5): 2673-2686 (2025)
[j33]Di Wu
, Chenlang Jin
, Haipeng Yao
, Tianle Mai
, Xiangjun Xin
:
Dynamic Routing Optimization Method for UAV Swarm Networks: An Evolutionary Game Approach. IEEE Trans. Sustain. Comput. 10(4): 616-627 (2025)
[j32]Shan Huang
, Haipeng Yao
, Tianle Mai
, Zunliang Wang
, Chenlang Jin
:
Uninterrupted Service in Emergency Networks: A Multi-Strategy Service Migration Approach. IEEE Trans. Veh. Technol. 74(10): 16349-16363 (2025)
[j31]Zunliang Wang
, Haipeng Yao
, Tianle Mai
, Di Wu
:
Distributed Generative Reinforcement Learning for Stable Service Function Chain Orchestration in Highly Dynamic UAV Swarm Networks. IEEE Trans. Veh. Technol. 74(12): 18499-18513 (2025)
[c21]Chenlang Jin, Tianle Mai, Shan Huang, Xiaoxu Ren, Fu Wang, Xiang Xiao:
Towards Resilient AIoT-Enabled Disaster Response: A Cloud-Edge-End Semantic Communication Framework. ICPADS 2025: 1-10
[c20]Qingyu Huo, Zunliang Wang, Haipeng Yao, Tianle Mai, Yuan He, Yunhao Liu:
Dynamic UAV Swarm Networking: A Two-Stage Adaptive Learning-Based Approach. IWCMC 2025: 209-215
[c19]Fuchang Xu, Haipeng Yao, Ju Ren, Jihong Yu, Zunliang Wang, Tianle Mai, Jiaqi Xu, Chenlang Jin:
Cooperative and Adaptive Service Function Chain Deployment in UAV Swarm Networks. VTC2025-Fall 2025: 1-6
[c18]Yuanling Liu, Haipeng Yao, Wenji He, Tianle Mai:
Generative- AiEnabled Lightweight Traffic Detection Architecture for Programmable Gateways in Wireless Networks. WCNC 2025: 1-6
[c17]Runlong Zhang, Zunliang Wang, Haipeng Yao, Tianle Mai:
Enhanced UAV Swarm Networking: a Distributed Density Peaks Clustering Approach. WCNC 2025: 1-6- 2024
[j30]Jiaqi Xu, Haipeng Yao
, Ru Zhang, Tianle Mai
, Shan Huang, Zehui Xiong
, Dusit Niyato
:
Semantic-Aware UAV Swarm Coordination in the Metaverse: A Reputation-Based Incentive Mechanism. IEEE Trans. Mob. Comput. 23(12): 13821-13833 (2024)
[j29]Tianzheng Nie
, Haipeng Yao
, Zunliang Wang
, Jiawen Guo
, Xiaolong Wang
, Tianle Mai
, Di Wu
, Song Guo
:
Hierarchical Scheduling Mechanism Based on Relaxed Constraints for Complex Industrial Scenes. IEEE Trans. Netw. Sci. Eng. 11(3): 3237-3249 (2024)
[j28]Gepeng Zhu
, Haipeng Yao
, Tianle Mai
, Zunliang Wang
, Di Wu
, Song Guo
:
Fission Spectral Clustering Strategy for UAV Swarm Networks. IEEE Trans. Serv. Comput. 17(2): 537-548 (2024)
[j27]Di Wu
, Zunliang Wang
, Huijiang Pan, Haipeng Yao
, Tianle Mai
, Song Guo
:
In-Network Computing Empowered Mobile Edge Offloading Architecture for Internet of Things. IEEE Trans. Serv. Comput. 17(6): 3817-3829 (2024)
[j26]Weibo Qin
, Yuanfeng Li
, Haipeng Yao
, Shan Huang
, Tianle Mai
, Yunjie Liu:
Two-Layer Computing Resource Management for Blockchain-Enabled Internet of Vehicles. IEEE Trans. Veh. Technol. 73(9): 13724-13737 (2024)
[j25]Jiaqi Xu, Haipeng Yao, Ru Zhang, Tianle Mai, Shan Huang, Song Guo:
Federated Learning Powered Semantic Communication for UAV Swarm Cooperation. IEEE Wirel. Commun. 31(4): 140-146 (2024)
[c16]Chao Zhang
, Haipeng Yao
, Tianle Mai
:
Graph Transformer Aided Resource Virtualization Embedding in UAV Swarm Networks. CMLDS 2024: 36:1-36:6
[c15]Shan Huang, Haipeng Yao, Tianle Mai, Di Wu, Zehui Xiong
, Mohsen Guizani:
Cooperative Intelligence-Based UAV Swarm for Establishing Emergency Communication. ICC 2024: 3919-3924
[c14]Jiawen Guo, Haipeng Yao, Wenji He, Tianle Mai, Tianhao Ouyang, Fu Wang:
Reinforcement Learning-Based Genetic Algorithm for Differentiated Traffic Scheduling in Industrial TSN-5G Networks. IWCMC 2024: 1283-1289- 2023
[j24]Tianle Mai
, Haipeng Yao
, Ni Zhang, Lexi Xu
, Mohsen Guizani
, Song Guo
:
Cloud Mining Pool Aided Blockchain-Enabled Internet of Things: An Evolutionary Game Approach. IEEE Trans. Cloud Comput. 11(1): 692-703 (2023)
[j23]Sihan Ma, Haipeng Yao
, Tianle Mai
, Jingkai Yang, Wenji He, Kaipeng Xue
, Mohsen Guizani
:
Graph Convolutional Network Aided Virtual Network Embedding for Internet of Thing. IEEE Trans. Netw. Sci. Eng. 10(1): 265-274 (2023)
[j22]Xiaolong Wang
, Haipeng Yao
, Tianle Mai
, Song Guo
, Yun-Jie Liu:
Reinforcement Learning-Based Particle Swarm Optimization for End-to-End Traffic Scheduling in TSN-5G Networks. IEEE/ACM Trans. Netw. 31(6): 3254-3268 (2023)
[j21]Zeyu Qin, Haipeng Yao
, Tianle Mai
, Di Wu, Ni Zhang, Song Guo
:
Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things. IEEE Trans. Serv. Comput. 16(3): 1976-1986 (2023)
[j20]Xiaolong Wang
, Haipeng Yao
, Tianle Mai
, Zehui Xiong
, Fu Wang
, Yunjie Liu:
Joint Routing and Scheduling With Cyclic Queuing and Forwarding for Time-Sensitive Networks. IEEE Trans. Veh. Technol. 72(3): 3793-3804 (2023)
[j19]Chenxi Li, Wenji He, Haipeng Yao
, Tianle Mai
, Jingjing Wang
, Song Guo
:
Knowledge Graph Aided Network Representation and Routing Algorithm for LEO Satellite Networks. IEEE Trans. Veh. Technol. 72(4): 5195-5207 (2023)
[j18]Zunliang Wang
, Haipeng Yao
, Tianle Mai
, Zehui Xiong
, Xiaohua Wu, Di Wu, Song Guo
:
Learning to Routing in UAV Swarm Network: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 72(5): 6611-6624 (2023)
[j17]Wenji He, Haipeng Yao
, Tianle Mai
, Fu Wang
, Mohsen Guizani
:
Three-Stage Stackelberg Game Enabled Clustered Federated Learning in Heterogeneous UAV Swarms. IEEE Trans. Veh. Technol. 72(7): 9366-9380 (2023)
[c13]Tong Wu, Haipeng Yao, Wenji He, Zunliang Wang, Tianle Mai, Zehui Xiong
, Song Guo:
Low-Cost Network Measurement Through Intelligent In-Band Network Telemetry Orchestration. GLOBECOM 2023: 4326-4331
[c12]Weibo Qin, Chao Zhang, Haipeng Yao, Tianle Mai, Shan Huang, Dong Guo, Ran Gao:
Stackelberg Game-Based Offloading Strategy for Digital Twin in Internet of Vehicles. IWCMC 2023: 1365-1370
[c11]Shufang Ji, Dong Guo, Ran Gao, Tianle Mai:
Dynamic Assignment of Software-Defined Controllers in Vehicular Networks: An Evolutionary Game Approach. IWCMC 2023: 1383-1388- 2022
[j16]Fu Wang, Haipeng Yao, Jingjing Wang, Tianle Mai, Xiangjun Xin, Mohsen Guizani:
Hybrid Optical-Electrical Data Center Networking: Challenges and Solutions for Bandwidth Resource Optimization. IEEE Commun. Mag. 60(11): 90-96 (2022)
[j15]Yuchao Zhu
, Haipeng Yao
, Tianle Mai
, Wenji He, Ni Zhang, Mohsen Guizani
:
Multiagent Reinforcement-Learning-Aided Service Function Chain Deployment for Internet of Things. IEEE Internet Things J. 9(17): 15674-15684 (2022)
[j14]Tianle Mai
, Haipeng Yao
, Ni Zhang, Wenji He, Dong Guo
, Mohsen Guizani
:
Transfer Reinforcement Learning Aided Distributed Network Slicing Optimization in Industrial IoT. IEEE Trans. Ind. Informatics 18(6): 4308-4316 (2022)
[j13]Tianle Mai
, Haipeng Yao
, Jiaqi Xu, Ni Zhang, Qifeng Liu
, Song Guo
:
Automatic Double-Auction Mechanism for Federated Learning Service Market in Internet of Things. IEEE Trans. Netw. Sci. Eng. 9(5): 3123-3135 (2022)
[j12]Chenchen Han, Haipeng Yao
, Tianle Mai
, Ni Zhang, Mohsen Guizani
:
QMIX Aided Routing in Social-Based Delay-Tolerant Networks. IEEE Trans. Veh. Technol. 71(2): 1952-1963 (2022)
[c10]Zunliang Wang, Haipeng Yao, Tianle Mai, Zehui Xiong
, F. Richard Yu:
Cooperative Reinforcement Learning Aided Dynamic Routing in UAV Swarm Networks. ICC 2022: 1-6
[c9]Xiaolong Wang, Haipeng Yao, Tianle Mai, Tianzheng Nie, Lin Zhu, Yunjie Liu:
Deep Reinforcement Learning aided No-wait Flow Scheduling in Time-Sensitive Networks. WCNC 2022: 812-817- 2021
[j11]Wenji He, Yifeng Liu, Haipeng Yao
, Tianle Mai
, Ni Zhang, F. Richard Yu
:
Distributed Variational Bayes-Based In-Network Security for the Internet of Things. IEEE Internet Things J. 8(8): 6293-6304 (2021)
[j10]Tianle Mai, Haipeng Yao, Song Guo, Yunjie Liu:
In-Network Computing Powered Mobile Edge: Toward High Performance Industrial IoT. IEEE Netw. 35(1): 289-295 (2021)
[j9]Tianle Mai, Sahil Garg, Haipeng Yao, Jiangtian Nie
, Georges Kaddoum
, Zehui Xiong
:
In-Network Intelligence Control: Toward a Self-Driving Networking Architecture. IEEE Netw. 35(2): 53-59 (2021)
[j8]Huijiang Pan, Haipeng Yao, Tianle Mai, Ni Zhang, Yunjie Liu:
Scalable Traffic Control Using Programmable Data Planes in a Space Information Network. IEEE Netw. 35(4): 35-41 (2021)
[j7]Chao Qiu
, Xiaoxu Ren, Yifan Cao, Tianle Mai
:
Deep Reinforcement Learning Empowered Adaptivity for Future Blockchain Networks. IEEE Open J. Comput. Soc. 2: 99-105 (2021)
[j6]Xin Yuan, Haipeng Yao
, Jingjing Wang
, Tianle Mai
, Mohsen Guizani
:
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks. IEEE Trans. Cogn. Commun. Netw. 7(3): 856-870 (2021)
[c8]Chenxi Li, Haipeng Yao, Tianle Mai:
Network Representation Learning Aided Resource Allocation in Software Defined Networks. IWCMC 2021: 785-790
[c7]Yutong Zhao, Haipeng Yao, Zeyu Qin, Tianle Mai:
Collaborate Q-learning Aided Load Balance in Satellites Communications. IWCMC 2021: 968-973- 2020
[j5]Jiaqi Hou, Xin Li
, Haipeng Yao
, Haichun Sun
, Tianle Mai
, Rongchen Zhu
:
BERT-Based Chinese Relation Extraction for Public Security. IEEE Access 8: 132367-132375 (2020)
[j4]Quanyi Li
, Haipeng Yao
, Tianle Mai
, Chunxiao Jiang
, Yan Zhang
:
Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation. IEEE Internet Things J. 7(7): 5976-5985 (2020)
[c6]Tianle Mai, Haipeng Yao, Zehui Xiong
, Song Guo, Dusit Tao Niyato:
Multi-agent Actor-Critic Reinforcement Learning Based In-network Load Balance. GLOBECOM 2020: 1-6
[c5]Tianle Mai, Haipeng Yao, Xing Zhang, Zehui Xiong
, Dusit Niyato
:
A Distributed Reinforcement Learning Approach to In-network Congestion Control. ICCC 2020: 817-822
[c4]Zeyu Qin, Haipeng Yao, Tianle Mai:
Traffic Optimization in Satellites Communications: A Multi-agent Reinforcement Learning Approach. IWCMC 2020: 269-273
[c3]Yaqing Jing, Haipeng Yao, Tianle Mai:
Double Auction Game-based Computing Resource Allocation in LEO Satellite System. IWCMC 2020: 274-279
2010 – 2019
- 2019
[j3]Haipeng Yao
, Tianle Mai, Chunxiao Jiang, Linling Kuang, Song Guo:
AI Routers & Network Mind: A Hybrid Machine Learning Paradigm for Packet Routing. IEEE Comput. Intell. Mag. 14(4): 21-30 (2019)
[j2]Haipeng Yao
, Tianle Mai
, Jingjing Wang
, Zhe Ji, Chunxiao Jiang, Yi Qian
:
Resource Trading in Blockchain-Based Industrial Internet of Things. IEEE Trans. Ind. Informatics 15(6): 3602-3609 (2019)
[c2]Tianle Mai, Haipeng Yao, Yaqing Jing, Xiaobin Xu, Xiaolong Wang, Zhe Ji:
Self-learning Congestion Control of MPTCP in Satellites Communications. IWCMC 2019: 775-780
[c1]Tianle Mai, Haipeng Yao, Feixiang Li
, Xiaobin Xu, Yaqing Jing, Zhe Ji:
Computing Resource Allocation in LEO Satellites System: A Stackelberg Game Approach. IWCMC 2019: 919-924- 2018
[j1]Haipeng Yao
, Tianle Mai
, Xiaobin Xu
, Peiying Zhang
, Maozhen Li
, Yunjie Liu:
NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks. IEEE Internet Things J. 5(6): 4319-4327 (2018)
Coauthor Index

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last updated on 2026-02-19 01:15 CET by the dblp team
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