Tianle Mai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 41

Top Topics

Network Architecture

Dynamic Routing

Reinforcement Learning

Resource Allocation

Top Venues

IEEE Trans. Veh. Technol.

IEEE Internet Things J.

Publications

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) (2024)
Chao Zhang, Haipeng Yao, Tianle Mai
Graph Transformer Aided Resource Virtualization Embedding in UAV Swarm Networks. CMLDS (2024)
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) (2024)
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) (2024)
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)
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) (2023)
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)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
Shufang Ji, Dong Guo, Ran Gao, Tianle Mai
Dynamic Assignment of Software-Defined Controllers in Vehicular Networks: An Evolutionary Game Approach. IWCMC (2023)
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) (2022)
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) (2022)
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) (2022)
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) (2022)
Zunliang Wang, Haipeng Yao, Tianle Mai, Zehui Xiong, F. Richard Yu
Cooperative Reinforcement Learning Aided Dynamic Routing in UAV Swarm Networks. ICC (2022)
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)
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) (2022)
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) (2021)
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) (2021)
Chenxi Li, Haipeng Yao, Tianle Mai
Network Representation Learning Aided Resource Allocation in Software Defined Networks. IWCMC (2021)
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) (2021)
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) (2021)
Tianle Mai, Haipeng Yao, Song Guo, Yunjie Liu
In-Network Computing Powered Mobile Edge: Toward High Performance Industrial IoT. IEEE Netw. 35 (1) (2021)
Yutong Zhao, Haipeng Yao, Zeyu Qin, Tianle Mai
Collaborate Q-learning Aided Load Balance in Satellites Communications. IWCMC (2021)
Chao Qiu, Xiaoxu Ren, Yifan Cao, Tianle Mai
Deep Reinforcement Learning Empowered Adaptivity for Future Blockchain Networks. IEEE Open J. Comput. Soc. 2 (2021)
Jiaqi Hou, Xin Li, Haipeng Yao, Haichun Sun, Tianle Mai, Rongchen Zhu
BERT-Based Chinese Relation Extraction for Public Security. IEEE Access 8 (2020)
Tianle Mai, Haipeng Yao, Zehui Xiong, Song Guo, Dusit Tao Niyato
Multi-agent Actor-Critic Reinforcement Learning Based In-network Load Balance. GLOBECOM (2020)
Yaqing Jing, Haipeng Yao, Tianle Mai
Double Auction Game-based Computing Resource Allocation in LEO Satellite System. IWCMC (2020)
Tianle Mai, Haipeng Yao, Xing Zhang, Zehui Xiong, Dusit Niyato
A Distributed Reinforcement Learning Approach to In-network Congestion Control. ICCC (2020)
Zeyu Qin, Haipeng Yao, Tianle Mai
Traffic Optimization in Satellites Communications: A Multi-agent Reinforcement Learning Approach. IWCMC (2020)
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) (2020)
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)
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) (2019)
Tianle Mai, Haipeng Yao, Yaqing Jing, Xiaobin Xu, Xiaolong Wang, Zhe Ji
Self-learning Congestion Control of MPTCP in Satellites Communications. IWCMC (2019)
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) (2019)
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) (2018)