发表论文

期刊论文

[1]B. Ma, J. Ma, S. Feng, C. Li, P. Wang, and E. Hossain, “Uncertainty-Driven Cellular Traffic Prediction: A Self-Tuning Deep Bayesian GMM Approach,” IEEE Transactions on Vehicular Technology, 2026.

@article{ma2026uncertainty,
  title = {Uncertainty-Driven Cellular Traffic Prediction: A Self-Tuning Deep Bayesian GMM Approach},
  author = {Ma, Bo and Ma, J. and Feng, Shaohan and Li, Chuanhuang and Wang, P. and Hossain, E.},
  journal = {IEEE Transactions on Vehicular Technology},
  year = {2026}
}

[2]B. Ma et al., “Characterization and Prediction of Cell-level Mobile Network Traffic: A Reinforced Meta-learning-Based Framework,” IEEE Transactions on Mobile Computing, 2026.

@article{ma2026characterization,
  title = {Characterization and Prediction of Cell-level Mobile Network Traffic: A Reinforced Meta-learning-Based Framework},
  author = {Ma, Bo and Ye, Jiawei and Feng, Shaohan and Zhang, Zitian and Li, Chuanhuang and Wang, P. and Hossain, E.},
  journal = {IEEE Transactions on Mobile Computing},
  year = {2026}
}

[3]S. Liu et al., “GEEK-Explainer: An Efficient Interpretation Method for Graph Neural Networks in SDN,” IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 2499–2512, 2026.

@article{liu2026geek,
  title = {GEEK-Explainer: An Efficient Interpretation Method for Graph Neural Networks in SDN},
  author = {Liu, Shiyuan and Li, Chuanhuang and Chen, Chao and Ma, Bo and Chen, Zebin and Wang, Xiaoyang and Zhang, Ying},
  journal = {IEEE Transactions on Cognitive Communications and Networking},
  volume = {12},
  pages = {2499--2512},
  year = {2026}
}

[4]H. Wang, Z. Chen, G. Li, B. Ma, and C. Li, “Chat with UAV – Human-UAV Interaction Based on Large Language Models,” Autonomous Agents and Multi-Agent Systems, vol. 40, no. 1, p. 25, 2026.

@article{wang2025chat,
  title = {Chat with UAV -- Human-UAV Interaction Based on Large Language Models},
  author = {Wang, Haoran and Chen, Zhuohang and Li, Guang and Ma, Bo and Li, Chuanhuang},
  journal = {Autonomous Agents and Multi-Agent Systems},
  volume = {40},
  number = {1},
  pages = {25},
  year = {2026}
}

[5]N. C. Luong et al., “Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks,” arXiv preprint arXiv:2606.05208, 2026.

@article{luong2026transformer,
  title = {Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks},
  author = {Luong, N. C. and Feng, Shaohan and Hai, N. D. and Sui, Z. and Ma, Bo and Xu, M. and Dong, Z. and Zhao, Q. and Anh, N. D. D.},
  journal = {arXiv preprint arXiv:2606.05208},
  year = {2026}
}

[6]N. C. Luong et al., “From Denoising to Decision Making: A Survey on Diffusion Model-Enabled Deep Reinforcement Learning for Wireless Networks,” arXiv preprint arXiv:2605.25531, 2026.

@article{luong2026denoising,
  title = {From Denoising to Decision Making: A Survey on Diffusion Model-Enabled Deep Reinforcement Learning for Wireless Networks},
  author = {Luong, N. C. and Sui, Z. and Cao, J. and Xu, M. and Hai, N. D. and Dong, Z. and Anh, N. D. D. and Zhao, Q. and Ma, Bo},
  journal = {arXiv preprint arXiv:2605.25531},
  year = {2026}
}

[7]凃化清, 刘硕, 方徐鑫, 马博, 邹涛, and 李传煌, “多模态网络分布式控制平面负载均衡研究,” 电子学报, 2026.

@article{tu2026distributed,
  title = {多模态网络分布式控制平面负载均衡研究},
  author = {凃化清 and 刘硕 and 方徐鑫 and 马博 and 邹涛 and 李传煌},
  journal = {电子学报},
  year = {2026}
}

[8]Q. Mao, J. Cheng, M. C. Zhou, Z. Ni, S. Gao, and C. Li, “Edge Computing-Based Contributed Perception and Autonomous Vehicle Groups in Open Scenes,” IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 11, pp. 19697–19708, 2025.

@article{mao2025edge,
  title = {Edge Computing-Based Contributed Perception and Autonomous Vehicle Groups in Open Scenes},
  author = {Mao, Qichao and Cheng, Jiujun and Zhou, MengChu and Ni, Zhangkai and Gao, Shangce and Li, Chuanhuang},
  journal = {IEEE Transactions on Intelligent Transportation Systems},
  volume = {26},
  number = {11},
  pages = {19697--19708},
  year = {2025}
}

[9]Q. Mao et al., “Contributed Perception-Based Dynamic Evolution Method for Autonomous Vehicle Groups in Open Scenes,” IEEE Transactions on Mobile Computing, vol. 24, no. 12, pp. 13441–13458, 2025.

@article{mao2025contributed,
  title = {Contributed Perception-Based Dynamic Evolution Method for Autonomous Vehicle Groups in Open Scenes},
  author = {Mao, Qichao and Cheng, Jiujun and Zhou, MengChu and Ni, Zhangkai and Yuan, Guiyuan and Gao, Shangce and Li, Chuanhuang},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {24},
  number = {12},
  pages = {13441--13458},
  year = {2025}
}

[10]B. Ma et al., “UAV-Assisted Computing Power Network Task Allocation and 3D Urban Trajectory Optimization,” IEEE Internet of Things Journal, vol. 12, no. 1, pp. 1–15, 2025.

@article{ma2025uav,
  title = {UAV-Assisted Computing Power Network Task Allocation and 3D Urban Trajectory Optimization},
  author = {Ma, Bo and Pan, Yexin and Xu, Yong and Gao, Ziyi and Zhang, Zitian and Chen, Chao and Li, Chuanhuang},
  journal = {IEEE Internet of Things Journal},
  volume = {12},
  number = {1},
  pages = {1--15},
  year = {2025}
}

[11]B. Ma, X. Hu, Y. Pan, Q. Lu, and C. Li, “Optimizing Profit and Delay in Computing Power Network via Deep Deterministic Policy Gradient: A Task Decomposition and Computing Path Optimization Approach,” IEEE Transactions on Services Computing, vol. 18, no. 4, pp. 2295–2309, 2025.

@article{ma2025optimizing,
  title = {Optimizing Profit and Delay in Computing Power Network via Deep Deterministic Policy Gradient: A Task Decomposition and Computing Path Optimization Approach},
  author = {Ma, Bo and Hu, Xiaosen and Pan, Yexin and Lu, Qin and Li, Chuanhuang},
  journal = {IEEE Transactions on Services Computing},
  volume = {18},
  number = {4},
  pages = {2295--2309},
  year = {2025}
}

[12]B. Ma, J. Ye, S. Feng, C. Li, D. Niyato, and D. I. Kim, “UAV-Enabled Relaying and Edge Computing: Hybrid Network Optimization,” IEEE Transactions on Vehicular Technology, vol. 74, no. 7, pp. 11644–11649, 2025.

@article{ma2025uavrelay2,
  title = {UAV-Enabled Relaying and Edge Computing: Hybrid Network Optimization},
  author = {Ma, Bo and Ye, Jiawei and Feng, Shaohan and Li, Chuanhuang and Niyato, Dusit and Kim, Dong In},
  journal = {IEEE Transactions on Vehicular Technology},
  volume = {74},
  number = {7},
  pages = {11644--11649},
  year = {2025}
}

[13]马博 et al., “云边端异构算力网络计算任务分割与路径优化方法研究,” 电子学报, vol. 53, no. 6, pp. 1847–1864, 2025.

@article{ma2025cloud,
  title = {云边端异构算力网络计算任务分割与路径优化方法研究},
  author = {马博 and 余应洁 and 吴莎尘 and 倪畅 and 陆琴 and 陈超 and 李传煌},
  journal = {电子学报},
  volume = {53},
  number = {6},
  pages = {1847--1864},
  year = {2025}
}

[14]C. Chen et al., “Distance-Based Multicast Scheduling for mmWave Networks Leveraging Reflections,” IEEE Wireless Communications Letters, vol. 14, no. 12, pp. 4052–4056, 2025.

@article{chen2025distance,
  title = {Distance-Based Multicast Scheduling for mmWave Networks Leveraging Reflections},
  author = {Chen, Chao and Xue, Yayin and Li, Yue and Baek, Seung Jun and Yu, Xiaohan and Ma, Bo and Li, Chuanhuang},
  journal = {IEEE Wireless Communications Letters},
  volume = {14},
  number = {12},
  pages = {4052--4056},
  year = {2025}
}

[15]S. Liu, Y. Feng, S. Yang, B. Ma, C. Li, and C. Chen, “An Efficient Ray Tracing Framework for Urban Scenarios Powered by Heterogeneous Graph Neural Networks,” IEEE Antennas and Wireless Propagation Letters, vol. 24, no. 9, pp. 301–305, 2025.

@article{liu2025efficient,
  title = {An Efficient Ray Tracing Framework for Urban Scenarios Powered by Heterogeneous Graph Neural Networks},
  author = {Liu, Shiyuan and Feng, Yujie and Yang, Songjiang and Ma, Bo and Li, Chuanhuang and Chen, Chao},
  journal = {IEEE Antennas and Wireless Propagation Letters},
  volume = {24},
  number = {9},
  pages = {301--305},
  year = {2025}
}

[16]N. C. Luong et al., “Incentive Mechanism Design for Resource Management in Satellite Networks: A Comprehensive Survey,” IEEE Internet of Things Journal, 2025.

@article{luong2025incentive,
  title = {Incentive Mechanism Design for Resource Management in Satellite Networks: A Comprehensive Survey},
  author = {Luong, N. C. and Sui, Z. and Le, D. V. and Cao, J. and Ma, Bo and Hai, N. D. and Zhang, R. and Quang, V. V.},
  journal = {IEEE Internet of Things Journal},
  year = {2025}
}

[17]C. Li, S. Wu, J. Lou, X. Fang, Y. Pan, and B. Ma, “Hybrid Compression Model Based on Redundancy Quantization and Geometric Median Weight Evaluation in Ddos Attack Detection,” SSRN 4892698, 2025.

@article{li2025hybrid,
  title = {Hybrid Compression Model Based on Redundancy Quantization and Geometric Median Weight Evaluation in Ddos Attack Detection},
  author = {Li, Chuanhuang and Wu, S. and Lou, Jiali and Fang, Xuxin and Pan, Yexin and Ma, Bo},
  journal = {SSRN 4892698},
  year = {2025}
}

[18]凃化清 et al., “多模态网络环境下网络模态共存与优化部署方法,” 电子学报, 2025.

@article{tu2025coexistence,
  title = {多模态网络环境下网络模态共存与优化部署方法},
  author = {凃化清 and 廖君虎 and 朱俊 and 邹涛 and 李传煌 and 张汝云 and 邬江兴},
  journal = {电子学报},
  year = {2025}
}

[19]凃化清, 王元鸿, 徐琪, 朱俊, 邹涛, and 隆克平, “面向国产交换芯片的多模态网络后端编译器设计,” 电子与信息学报, 2025.

@article{tu2025backend,
  title = {面向国产交换芯片的多模态网络后端编译器设计},
  author = {凃化清 and 王元鸿 and 徐琪 and 朱俊 and 邹涛 and 隆克平},
  journal = {电子与信息学报},
  year = {2025}
}

[20]凃化清, 方徐鑫, 朱俊, 邹涛, 李传煌, and 隆克平, “面向多模态网络的SONiC网元控制通道容器设计,” 电信科学, 2025.

@article{tu2025sonic,
  title = {面向多模态网络的SONiC网元控制通道容器设计},
  author = {凃化清 and 方徐鑫 and 朱俊 and 邹涛 and 李传煌 and 隆克平},
  journal = {电信科学},
  year = {2025}
}

[21]H. Tu et al., “CADER: Cost-Efficient Cloud Application Deployment with Tenant Requirement Guarantee in Multi-Clouds,” IEEE Transactions on Cloud Computing, 2025.

@article{tu2025cader,
  title = {CADER: Cost-Efficient Cloud Application Deployment with Tenant Requirement Guarantee in Multi-Clouds},
  author = {Tu, Huaqing and Hua, Ziqiang and Ma, Qianpiao and Luo, Hanguang and Zou, Tao and Zhao, Gongming and Xu, Hongli},
  journal = {IEEE Transactions on Cloud Computing},
  year = {2025}
}

[22]H. Tu et al., “Achieving Efficient SFC Proactive Reconfiguration through Deep Reinforcement Learning in Programmable Networks,” IEEE Transactions on Network and Service Management, 2025.

@article{tu2025sfc,
  title = {Achieving Efficient SFC Proactive Reconfiguration through Deep Reinforcement Learning in Programmable Networks},
  author = {Tu, Huaqing and Hua, Ziqiang and Xu, Qi and Zhu, Jun and Zou, Tao and Xu, Hongli and Xiang, Qiao and Zhu, Zuqing},
  journal = {IEEE Transactions on Network and Service Management},
  year = {2025}
}

[23]N. Sha, X. Wu, J. Wen, J. Li, and C. Li, “Adaptive Spatio-Temporal Graph Convolutional Network with Attention Mechanism for Mobile Edge Network Traffic Prediction,” Cluster Computing, vol. 27, no. 9, pp. 13257–13272, 2024.

@article{sha2024adaptive,
  title = {Adaptive Spatio-Temporal Graph Convolutional Network with Attention Mechanism for Mobile Edge Network Traffic Prediction},
  author = {Sha, N. and Wu, X. and Wen, J. and Li, J. and Li, Chuanhuang},
  journal = {Cluster Computing},
  volume = {27},
  number = {9},
  pages = {13257--13272},
  year = {2024}
}

[24]B. Ma et al., “ARGCN: An Intelligent Prediction Model for SDN Network Performance,” Peer-to-Peer Networking and Applications, vol. 17, no. 1, pp. 1–15, 2024.

@article{ma2024argcn,
  title = {ARGCN: An Intelligent Prediction Model for SDN Network Performance},
  author = {Ma, Bo and Lu, Qin and Lu, Xuxing and Fang, Xuxing and Liao, Junhu and Liu, Haoyue and Chen, Zebin and Li, Chuanhuang},
  journal = {Peer-to-Peer Networking and Applications},
  volume = {17},
  number = {1},
  pages = {1--15},
  year = {2024}
}

[25]B. Ma, Y. Xu, Y. Pan, and C. Li, “A Multi-User Mobile Edge Computing Task Offloading and Trajectory Management Based on Proximal Policy Optimization,” Peer-to-Peer Networking and Applications, vol. 17, no. 5, pp. 2687–2703, 2024.

@article{ma2024multi,
  title = {A Multi-User Mobile Edge Computing Task Offloading and Trajectory Management Based on Proximal Policy Optimization},
  author = {Ma, Bo and Xu, Yong and Pan, Yexin and Li, Chuanhuang},
  journal = {Peer-to-Peer Networking and Applications},
  volume = {17},
  number = {5},
  pages = {2687--2703},
  year = {2024}
}

[26]C. Chen, B. Jiang, S. Liu, C. Li, C. Wu, and R. Yin, “Efficient Federated Learning in Resource-Constrained Edge Intelligence Networks using Model Compression,” IEEE Transactions on Vehicular Technology, vol. 73, no. 2, pp. 2643–2655, 2024.

@article{chen2024efficient,
  title = {Efficient Federated Learning in Resource-Constrained Edge Intelligence Networks using Model Compression},
  author = {Chen, Chao and Jiang, Bohang and Liu, Shengli and Li, Chuanhuang and Wu, Celimuge and Yin, Rui},
  journal = {IEEE Transactions on Vehicular Technology},
  volume = {73},
  number = {2},
  pages = {2643--2655},
  year = {2024}
}

[27]C. Chen, S. J. Baek, R. Yin, S. Yang, X. Yu, and C. Li, “Practical and Efficient Coded Transmission for Full-Duplex Relay Networks Without CSI,” IEEE/ACM Transactions on Networking, vol. 32, no. 3, pp. 2721–2735, 2024.

@article{chen2024practical,
  title = {Practical and Efficient Coded Transmission for Full-Duplex Relay Networks Without CSI},
  author = {Chen, Chao and Baek, Seung Jun and Yin, Rui and Yang, Shengtian and Yu, Xiaohan and Li, Chuanhuang},
  journal = {IEEE/ACM Transactions on Networking},
  volume = {32},
  number = {3},
  pages = {2721--2735},
  year = {2024}
}

[28]I.-S. Cho, C. Chen, and S. J. Baek, “Optimal Scheduling for Uncoded and Coded Multicast in Millimeter Wave Networks Leveraging Directionality and Reflections,” IEEE Transactions on Mobile Computing, vol. 23, no. 9, pp. 8869–8885, 2024.

@article{chen2024cho,
  title = {Optimal Scheduling for Uncoded and Coded Multicast in Millimeter Wave Networks Leveraging Directionality and Reflections},
  author = {Cho, In-Sop and Chen, Chao and Baek, Seung Jun},
  journal = {IEEE Transactions on Mobile Computing},
  volume = {23},
  number = {9},
  pages = {8869--8885},
  year = {2024}
}

[29]X. Yu, Z. Shao, K. Dong, and C. Chen, “A Novel Truth Discovery Approach for Health Recommendation Systems,” IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 2435–2446, 2024.

@article{yu2024truth,
  title = {A Novel Truth Discovery Approach for Health Recommendation Systems},
  author = {Yu, Xiaohan and Shao, Zhongxin and Dong, Keming and Chen, Chao},
  journal = {IEEE Transactions on Consumer Electronics},
  volume = {70},
  number = {1},
  pages = {2435--2446},
  year = {2024}
}

[30]R. Xie, X. Fang, B. Ma, C. Chen, C. Li, and X. Yuan, “TRGE: A Backdoor Detection After Quantization,” Lecture Notes in Computer Science, vol. 14527, 2024.

@article{xie2024trge,
  title = {TRGE: A Backdoor Detection After Quantization},
  author = {Xie, Renhua and Fang, Xuxin and Ma, Bo and Chen, Chao and Li, Chuanhuang and Yuan, Xiaoyong},
  journal = {Lecture Notes in Computer Science},
  volume = {14527},
  year = {2024}
}

[31]Z. Ma et al., “Hier-FUN: Hierarchical Federated Learning and Unlearning in Heterogeneous Edge Computing,” IEEE Internet of Things Journal, vol. 11, no. 22, pp. 35827–35842, 2024.

@article{ma2024hier,
  title = {Hier-FUN: Hierarchical Federated Learning and Unlearning in Heterogeneous Edge Computing},
  author = {Ma, Zhenguo and Tu, Huaqing and Zhou, Li and Ji, Pengli and Yan, Xiaoran and Xu, Hongli and Wang, Zhiyuan and Chen, Suo},
  journal = {IEEE Internet of Things Journal},
  volume = {11},
  number = {22},
  pages = {35827--35842},
  year = {2024}
}

[32]H. Tu, G. Zhao, H. Xu, and C. Qiao, “Programmable Device Deployment for Efficient Network Function Offloading,” Computer Networks, vol. 239, p. 110157, 2024.

@article{tu2024programmable,
  title = {Programmable Device Deployment for Efficient Network Function Offloading},
  author = {Tu, Huaqing and Zhao, Gongming and Xu, Hongli and Qiao, Chunming},
  journal = {Computer Networks},
  volume = {239},
  pages = {110157},
  year = {2024}
}

[33]Y. Pan, Y. Xu, B. Ma, and C. Li, “Design and Implementation of Emergency Simulated Lighting System Based on Tello UAV,” arXiv preprint arXiv:2305.08542, 2023.

@article{pan2023design,
  title = {Design and Implementation of Emergency Simulated Lighting System Based on Tello UAV},
  author = {Pan, Yexin and Xu, Yong and Ma, Bo and Li, Chuanhuang},
  journal = {arXiv preprint arXiv:2305.08542},
  year = {2023}
}

[34]B. Ma, H. Kuang, S. Liu, and C. Li, “UAV Assisted Cellular Network Traffic Offloading: Joint Swarm, 3D Deployment, and User Allocation Optimization Based on a Data-Aware Method,” Computer Networks, vol. 231, p. 109812, 2023.

@article{ma2023uav,
  title = {UAV Assisted Cellular Network Traffic Offloading: Joint Swarm, 3D Deployment, and User Allocation Optimization Based on a Data-Aware Method},
  author = {Ma, Bo and Kuang, Heng and Liu, Shiyuan and Li, Chuanhuang},
  journal = {Computer Networks},
  volume = {231},
  pages = {109812},
  year = {2023}
}

[35]C. Chen, Z. Wu, X. Yu, B. Ma, and C. Li, “Intelligent Deep Reinforcement Learning-Based Scheduling in Relay-Based HetNets,” EURASIP Journal on Wireless Communications and Networking, vol. 2023, no. 1, pp. 1–22, 2023.

@article{chen2023intelligent,
  title = {Intelligent Deep Reinforcement Learning-Based Scheduling in Relay-Based HetNets},
  author = {Chen, Chao and Wu, Zhengyang and Yu, Xiaohan and Ma, Bo and Li, Chuanhuang},
  journal = {EURASIP Journal on Wireless Communications and Networking},
  volume = {2023},
  number = {1},
  pages = {1--22},
  year = {2023}
}

[36]R. Yin, X. Lu, C. Chen, X. Chen, and C. Wu, “Energy-Efficient Mutual Learning over D2D Communications,” IEEE Transactions on Vehicular Technology, vol. 72, no. 12, pp. 16711–16724, 2023.

@article{yin2023energy,
  title = {Energy-Efficient Mutual Learning over D2D Communications},
  author = {Yin, Rui and Lu, Xiao and Chen, Chao and Chen, Xianfu and Wu, Celimuge},
  journal = {IEEE Transactions on Vehicular Technology},
  volume = {72},
  number = {12},
  pages = {16711--16724},
  year = {2023}
}

[37]R. Yin, X. Lu, C. Chen, X. Chen, and C. Wu, “Distributed Resource Management in Unlicensed Assisted Mobile Edge Computing,” IEEE Internet of Things Journal, vol. 10, no. 23, pp. 20662–20674, 2023.

@article{yin2023distributed,
  title = {Distributed Resource Management in Unlicensed Assisted Mobile Edge Computing},
  author = {Yin, Rui and Lu, Xiao and Chen, Chao and Chen, Xianfu and Wu, Celimuge},
  journal = {IEEE Internet of Things Journal},
  volume = {10},
  number = {23},
  pages = {20662--20674},
  year = {2023}
}

[38]B. Ma, Z. Zhang, J. Zhang, and J. Zhang, “Time-Efficient Joint UAV-BS Deployment and User Association Based on Machine Learning,” IEEE Internet of Things Journal, vol. 10, no. 14, pp. 13077–13094, 2023.

@article{ma2023time,
  title = {Time-Efficient Joint UAV-BS Deployment and User Association Based on Machine Learning},
  author = {Ma, Bo and Zhang, Zitian and Zhang, Jiliang and Zhang, Jie},
  journal = {IEEE Internet of Things Journal},
  volume = {10},
  number = {14},
  pages = {13077--13094},
  year = {2023}
}

[39]J. Fang, G. Zhao, H. Xu, H. Tu, and H. Wang, “Reveal: Robustness-Aware VNF Placement and Request Scheduling in Edge Clouds,” Computer Networks, vol. 233, p. 109882, 2023.

@article{fang2023reveal,
  title = {Reveal: Robustness-Aware VNF Placement and Request Scheduling in Edge Clouds},
  author = {Fang, J. and Zhao, Gongming and Xu, Hongli and Tu, Huaqing and Wang, H.},
  journal = {Computer Networks},
  volume = {233},
  pages = {109882},
  year = {2023}
}

[40]H. Sun, R. Chen, and C. Li, “Low Power and High I/O Efficiency Hybrid Memory for Internet of Things Edge Devices,” Microelectronics Journal, vol. 127, p. 105517, 2022.

@article{sun2022low,
  title = {Low Power and High I/O Efficiency Hybrid Memory for Internet of Things Edge Devices},
  author = {Sun, H. and Chen, R. and Li, Chuanhuang},
  journal = {Microelectronics Journal},
  volume = {127},
  pages = {105517},
  year = {2022}
}

[41]李翼江, 叶慧彪, 谢仁华, 楼佳丽, 庄丹娜, and 李传煌, “基于图神经网络的网络性能智能预测方法,” 电信科学, vol. 38, no. 3, 2022.

@article{li2022intelligent,
  title = {基于图神经网络的网络性能智能预测方法},
  author = {李翼江 and 叶慧彪 and 谢仁华 and 楼佳丽 and 庄丹娜 and 李传煌},
  journal = {电信科学},
  volume = {38},
  number = {3},
  year = {2022}
}

[42]李传煌 et al., “QL-STCT: 一种SDN链路故障智能路由收敛方法,” 通信学报, vol. 43, no. 2, pp. 131–142, 2022.

@article{li2022ql,
  title = {QL-STCT: 一种SDN链路故障智能路由收敛方法},
  author = {李传煌 and 陈泱婷 and 唐晶晶 and 楼佳丽 and 谢仁华 and 方春涛 and 王伟明 and 陈超},
  journal = {通信学报},
  volume = {43},
  number = {2},
  pages = {131--142},
  year = {2022}
}

[43]李传煌, 陈泱婷, 唐晶晶, 雷睿, 陈超, and 王伟明, “基于拟态防御架构的服务功能链执行体动态调度方法,” 电信科学, vol. 38, no. 4, pp. 101–112, 2022.

@article{li2022mimicry,
  title = {基于拟态防御架构的服务功能链执行体动态调度方法},
  author = {李传煌 and 陈泱婷 and 唐晶晶 and 雷睿 and 陈超 and 王伟明},
  journal = {电信科学},
  volume = {38},
  number = {4},
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[44]C. Chen, F. Xue, Z. Lu, Z. Tang, and C. Li, “RLMR: Reinforcement Learning Based Multi-Path Routing for SDN,” Wireless Communications and Mobile Computing, vol. 2022, pp. 1–18, 2022.

@article{chen2022rlmr,
  title = {RLMR: Reinforcement Learning Based Multi-Path Routing for SDN},
  author = {Chen, Chao and Xue, Feifan and Lu, Zhengyong and Tang, Zhongyun and Li, Chuanhuang},
  journal = {Wireless Communications and Mobile Computing},
  volume = {2022},
  pages = {1--18},
  year = {2022}
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[45]H. Tu, G. Zhao, H. Xu, Y. Zhao, and Y. Zhai, “A Robustness-Aware Real-Time SFC Routing Update Scheme in Multi-Tenant Clouds,” IEEE/ACM Transactions on Networking, vol. 30, no. 3, pp. 1401–1415, 2022.

@article{tu2022robustness,
  title = {A Robustness-Aware Real-Time SFC Routing Update Scheme in Multi-Tenant Clouds},
  author = {Tu, Huaqing and Zhao, Gongming and Xu, Hongli and Zhao, Yangming and Zhai, Yutong},
  journal = {IEEE/ACM Transactions on Networking},
  volume = {30},
  number = {3},
  pages = {1401--1415},
  year = {2022}
}

[46]H. Tu, G. Zhao, H. Xu, and X. Fang, “Tenant-Grained Request Scheduling in Software-Defined Cloud Computing,” IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 12, pp. 4325–4338, 2022.

@article{tu2022tenant,
  title = {Tenant-Grained Request Scheduling in Software-Defined Cloud Computing},
  author = {Tu, Huaqing and Zhao, Gongming and Xu, Hongli and Fang, Xianjin},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  volume = {33},
  number = {12},
  pages = {4325--4338},
  year = {2022}
}

[47]H. Tu, G. Zhao, H. Xu, Y. Zhao, Y. Qiu, and L. Huang, “RoNS: Robust Network Function Services in Clouds,” Computer Networks, vol. 217, p. 109274, 2022.

@article{tu2022rons,
  title = {RoNS: Robust Network Function Services in Clouds},
  author = {Tu, Huaqing and Zhao, Gongming and Xu, Hongli and Zhao, Yangming and Qiu, Yuhang and Huang, Liusheng},
  journal = {Computer Networks},
  volume = {217},
  pages = {109274},
  year = {2022}
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[48]L. Wu, J. Chen, L. Zhang, H. Wang, and C. Chen, “Study for Laser Controlled Fabrication of Micro/Nano-Structures of Silicon Based on Multi-Physics Model,” Micromachines, vol. 12, no. 5, p. 528, 2021.

@article{wu2021study,
  title = {Study for Laser Controlled Fabrication of Micro/Nano-Structures of Silicon Based on Multi-Physics Model},
  author = {Wu, Liqun and Chen, Jianlong and Zhang, Linan and Wang, Hongcheng and Chen, Chao},
  journal = {Micromachines},
  volume = {12},
  number = {5},
  pages = {528},
  year = {2021}
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[49]R. Lei, C. Li, and Z. Tang, “Openflow Table Decision Method under Mimic Defense,” Journal of Physics: Conference Series, vol. 1646, no. 1, p. 012056, 2020.

@article{lei2020openflow,
  title = {Openflow Table Decision Method under Mimic Defense},
  author = {Lei, Rui and Li, Chuanhuang and Tang, Zhongyun},
  journal = {Journal of Physics: Conference Series},
  volume = {1646},
  number = {1},
  pages = {012056},
  year = {2020}
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[50]Z. Wang, Z. Lu, and C. Li, “Research on Deep Reinforcement Learning Multi-Path Routing Planning in SDN,” Journal of Physics: Conference Series, vol. 1646, no. 1, p. 012097, 2020.

@article{wang2020research,
  title = {Research on Deep Reinforcement Learning Multi-Path Routing Planning in SDN},
  author = {Wang, Zheng and Lu, Zhengyong and Li, Chuanhuang},
  journal = {Journal of Physics: Conference Series},
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  number = {1},
  pages = {012097},
  year = {2020}
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[51]D. Zhuang and C. Li, “Loss Analysis for Networks Based on Heavy-Tailed and Self-Similar Traffic,” Journal of Physics: Conference Series, vol. 1631, no. 1, p. 012121, 2020.

@article{zhuang2020loss,
  title = {Loss Analysis for Networks Based on Heavy-Tailed and Self-Similar Traffic},
  author = {Zhuang, Danna and Li, Chuanhuang},
  journal = {Journal of Physics: Conference Series},
  volume = {1631},
  number = {1},
  pages = {012121},
  year = {2020}
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[52]K. Dong, C. Chen, and X. Yu, “A Random Walk-Based Energy-Aware Compressive Data Collection for Wireless Sensor Networks,” Wireless Communications and Mobile Computing, vol. 2020, pp. 1–12, 2020.

@article{dong2020random,
  title = {A Random Walk-Based Energy-Aware Compressive Data Collection for Wireless Sensor Networks},
  author = {Dong, Keming and Chen, Chao and Yu, Xiaohan},
  journal = {Wireless Communications and Mobile Computing},
  volume = {2020},
  pages = {1--12},
  year = {2020}
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[53]L. Zhang, Z. Guo, L. Wu, and C. Chen, “Computational Modeling of Fabrication of Nanoneedle Based on Multi-Physics Analysis,” Ferroelectrics, vol. 554, no. 1, pp. 104–109, 2020.

@article{zhang2020computational,
  title = {Computational Modeling of Fabrication of Nanoneedle Based on Multi-Physics Analysis},
  author = {Zhang, Linan and Guo, Ziwang and Wu, Liqun and Chen, Chao},
  journal = {Ferroelectrics},
  volume = {554},
  number = {1},
  pages = {104--109},
  year = {2020}
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[54]X. Li, C. Shen, X. Yu, Y. Zhang, C. Chen, and X. Zhang, “Bandwidth-Tunable Optical Filter Based on Microring Resonator and MZI with Fano Resonance,” Journal of Optics, vol. 49, no. 4, pp. 427–432, 2020.

@article{li2020bandwidth,
  title = {Bandwidth-Tunable Optical Filter Based on Microring Resonator and MZI with Fano Resonance},
  author = {Li, Xia and Shen, Chen and Yu, Xiaohan and Zhang, Yanqiong and Chen, Chao and Zhang, Xiaoxu},
  journal = {Journal of Optics},
  volume = {49},
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[55]T. Hu, Y. Wang, B. Ma, and J. Zhang, “Orbit Angular Momentum MIMO with Mode Selection for UAV-Assisted A2G Networks,” Sensors, vol. 20, no. 8, p. 2289, 2020.

@article{hu2020orbit,
  title = {Orbit Angular Momentum MIMO with Mode Selection for UAV-Assisted A2G Networks},
  author = {Hu, Tao and Wang, Yang and Ma, Bo and Zhang, Jie},
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[56]C. Fang, C. Cheng, Z. Tang, and C. Li, “Research on Routing Algorithm Based on Reinforcement Learning in SDN,” Journal of Physics: Conference Series, vol. 1314, no. 1, p. 012165, 2019.

@article{fang2019research,
  title = {Research on Routing Algorithm Based on Reinforcement Learning in SDN},
  author = {Fang, Chuntao and Cheng, Cheng and Tang, Zhongyun and Li, Chuanhuang},
  journal = {Journal of Physics: Conference Series},
  volume = {1314},
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[57]虞晓韩, 董克明, 李霞, and 陈超, “一种基于El Gamal加密算法的压缩数据收集方法,” 电信科学, vol. 35, no. 12, pp. 67–78, 2019.

@article{yu2019elgamal,
  title = {一种基于El Gamal加密算法的压缩数据收集方法},
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  journal = {电信科学},
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  year = {2019}
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[58]李传煌, 吴艳, 钱正哲, 孙正君, and 王伟明, “SDN下基于深度学习混合模型的DDoS攻击检测与防御,” 通信学报, vol. 39, no. 07, pp. 176–187, 2018.

@article{li2018sdn,
  title = {SDN下基于深度学习混合模型的DDoS攻击检测与防御},
  author = {李传煌 and 吴艳 and 钱正哲 and 孙正君 and 王伟明},
  journal = {通信学报},
  volume = {39},
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  pages = {176--187},
  year = {2018}
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[59]李传煌, 任云方, 汤中运, and 王伟明, “SDN中服务部署的拟态防御方法,” 通信学报, vol. 39, no. S2, pp. 121–130, 2018.

@article{li2018mimicry,
  title = {SDN中服务部署的拟态防御方法},
  author = {李传煌 and 任云方 and 汤中运 and 王伟明},
  journal = {通信学报},
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[60]C. Li et al., “Detection and Defense of DDoS Attack Based on Deep Learning in OpenFlow-based SDN,” International Journal of Communication Systems, vol. 31, no. 5, p. e3464, 2018.

@article{li2018detection,
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  author = {Li, Chuanhuang and Wu, Yan and Yuan, Xiaoyong and Sun, Zhengjun and Wang, Weiming and Li, Xiaolin and Gong, Liang},
  journal = {International Journal of Communication Systems},
  volume = {31},
  number = {5},
  pages = {e3464},
  year = {2018}
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[61]汤中运, 金蓉, and 李传煌, “支持SDN的高校计算机网络实验室设计与实现,” 计算机应用与软件, vol. 35, no. 5, pp. 135–141, 2018.

@article{tang2018sdn,
  title = {支持SDN的高校计算机网络实验室设计与实现},
  author = {汤中运 and 金蓉 and 李传煌},
  journal = {计算机应用与软件},
  volume = {35},
  number = {5},
  pages = {135--141},
  year = {2018}
}

[62]李传煌, 孙正君, and 袁小雍, “基于深度学习的实时DDoS攻击检测,” 电信科学, vol. 33, no. 7, pp. 53–65, 2017.

@article{li2017realtime,
  title = {基于深度学习的实时DDoS攻击检测},
  author = {李传煌 and 孙正君 and 袁小雍},
  journal = {电信科学},
  volume = {33},
  number = {7},
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[63]李传煌, 程成, 袁小雍, 岑利杰, and 王伟明, “基于深度学习的软件定义网络应用策略冲突检测方法,” 电信科学, vol. 33, no. 11, pp. 27–36, 2017.

@article{li2017policy,
  title = {基于深度学习的软件定义网络应用策略冲突检测方法},
  author = {李传煌 and 程成 and 袁小雍 and 岑利杰 and 王伟明},
  journal = {电信科学},
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[64]C. Chen and S. Baek, “Multicast Scheduling for Relay-Based Heterogeneous Networks Using Rateless Codes,” IEEE Transactions on Mobile Computing, vol. 16, no. 11, pp. 3142–3155, 2017.

@article{chen2017multicast,
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  author = {Chen, Chao and Baek, Seungjun},
  journal = {IEEE Transactions on Mobile Computing},
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[65]C. Chen, S. Baek, and G. de Veciana, “Opportunistic Scheduling of Randomly Coded Multicast Transmissions at Half-Duplex Relay Stations,” IEEE Transactions on Information Theory, vol. 62, no. 10, pp. 5538–5555, 2016.

@article{chen2016opportunistic,
  title = {Opportunistic Scheduling of Randomly Coded Multicast Transmissions at Half-Duplex Relay Stations},
  author = {Chen, Chao and Baek, Seungjun and de Veciana, Gustavo},
  journal = {IEEE Transactions on Information Theory},
  volume = {62},
  number = {10},
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[66]L. Gong, Y. Wang, and C. Li, “On Rate Adjustment Mechanism for Reliable Multicast Transmission in ForCES,” Research in Computer Science, vol. 103, pp. 9–19, 2015.

@article{gong2015rate,
  title = {On Rate Adjustment Mechanism for Reliable Multicast Transmission in ForCES},
  author = {Gong, Liang and Wang, Y. and Li, Chuanhuang},
  journal = {Research in Computer Science},
  volume = {103},
  pages = {9--19},
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[67]C. Chen, K. Lee, J.-S. Park, and S. Baek, “Minimum Cost Data Aggregation for Wireless Sensor Networks Computing Functions of Sensed Data,” Journal of Sensors, vol. 2015, pp. 1–10, 2015.

@article{chen2015minimum,
  title = {Minimum Cost Data Aggregation for Wireless Sensor Networks Computing Functions of Sensed Data},
  author = {Chen, Chao and Lee, Kyogu and Park, Joon-Sang and Baek, Seungjun},
  journal = {Journal of Sensors},
  volume = {2015},
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[68]S. Yan, C. Li, M. Gao, W. Wang, L. Dong, and B. Zhuge, “A Network Controller Supported Open Reconfigurable Technology,” International Conference on Testbeds and Research Infrastructures, pp. 395–405, 2014.

@article{yan2014network,
  title = {A Network Controller Supported Open Reconfigurable Technology},
  author = {Yan, S. and Li, Chuanhuang and Gao, M. and Wang, Weiming and Dong, L. and Zhuge, B.},
  booktitle = {International Conference on Testbeds and Research Infrastructures},
  pages = {395--405},
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@article{li2014function,
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  author = {Li, Jianqing and Wang, Weiming and Li, Chuanhuang and Lan, Julong},
  journal = {Journal of Networks},
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[70]李传煌, 王伟明, and 施银燕, “一种UML软件架构性能预测方法及其自动化研究,” 软件学报, vol. 24, no. 7, pp. 1512–1528, 2013.

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[71]C. Li, S. Zhang, and W. Wang, “Scheduling Model and Performance Analysis in Transport Mapping Layer of Control Element in Forwarding and Control Element Separation System,” International Journal of Communication Systems, vol. 26, no. 3, pp. 395–411, 2013.

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[73]C. Li, W. Wang, and S. Zhang, “Forwarding Performance Model in ForCES System under FBM-Based Traffic Arrivals,” Journal of Computer, vol. 24, no. 1, pp. 46–55, 2013.

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[74]C. Lin, C. Li, and W. Wang, “Generalized Processor Sharing with Multiple FBM-Based Traffic Arrivals,” Journal of Convergence Information Technology, vol. 7, no. 5, pp. 129–139, 2012.

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@article{li2012protocol,
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会议论文

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[2]S. Liu, G. Li, C. Xu, B. Ma, Y. Zhang, and C. Li, “FusionSHAP: Window Level Shapley Explanations with Semantic and Physical Fusion for STGNNs,” in Australasian Database Conference (ADC), 2025, pp. 380–391.

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[6]H. Tu, Z. Hua, Q. Xu, T. Zou, H. Zhang, and H. Xu, “OptRec: An Efficient DRL-Based SFC Reconfiguration Optimization Framework in Programmable Networks,” in IEEE International Conference on Communications (ICC), 2024, pp. 1–6.

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[7]C. Chen, B. Jiang, S. Liu, C. Li, C. Wu, and R. Yin, “Efficient Federated Learning using Random Pruning in Resource-Constrained Edge Intelligence Networks,” in IEEE Global Communications Conference (GLOBECOM), 2023, pp. 1–6.

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@inproceedings{hu2010forces,
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[27]X. Liao, L. Dong, and C. Li, “A Generic Transaction Model for ForCES-Based Distributed Systems,” in International Joint Conference on INC, IMS and IDC, 2009, pp. 660–664.

@inproceedings{liao2009generic,
  title = {A Generic Transaction Model for ForCES-Based Distributed Systems},
  author = {Liao, X. and Dong, L. and Li, Chuanhuang},
  booktitle = {International Joint Conference on INC, IMS and IDC},
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@inproceedings{li2009solutions,
  title = {Solutions and Comparison of Performance to the Key Technologies of PIM-SM under ForCES Architecture's Router},
  author = {Li, Chuanhuang and Wang, Weiming},
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  pages = {312--317},
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[29]K. Jin, L. Dong, and C. Li, “Storing and Querying Model for LFB Resources in ForCES Router,” in ISECS International Colloquium on Computing, Communication, Control, and Management (CCCM), 2009.

@inproceedings{jin2009storing,
  title = {Storing and Querying Model for LFB Resources in ForCES Router},
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@inproceedings{zhang2008research,
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  author = {Zhang, L. and Wang, Weiming and Li, Chuanhuang},
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  booktitle = {DCABES},
  pages = {1188--1191},
  year = {2006}
}