| 2026 | ACL | RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive Learning. | Yitao Xiao, Shaoyong Guo, Guoming Yang, Qingnan Wang, Yinlin Ren, Xuesong Qiu, Qi Feng |
| 2026 | ICDCS | Chimera: An Efficient Multimodal Embodied Inference Framework with Complexity-Aware Edge-Cloud Routing. | Siqi Luo, Muen Xue, Liekang Zeng, Tao Ouyang, Pu Wang, Shaoyong Guo, Xu Chen |
| 2025 | HPCC | Green-Aware MAPPO: Energy-Efficient Task Scheduling for Multimodal Large Language Models in Multilayer Computing Power Networks. | Manjun Zhang, Ying Wang, Peng Yu, Xuesong Qiu, Shaoyong Guo |
| 2025 | IJCNN | High-Adaptive Edge AIGC Collaborative Inference Optimization Mechanism. | Xianzhou Meng, Yuanyuan Qi, Yan Sun, Feng Qi, Shaoyong Guo, Jiakai Hao |
| 2025 | WCNC | A Transformer-Block-Wise Collaborative Training Mechanism with Hybrid Parallelism Over Heterogeneous Networks. | Jiewei Chen, Jingrong Wang, Shaoyong Guo, Jiakai Hao, Xuesong Qiu, Zehui Xiong |
| 2025 | TrustCom | Dynamic Hybrid Backdoor Attack: Saliency-Guided Composite Triggers for Image Classification. | Yuanhao Shen, Ying Wang, Yiran Liu, Zili Yao, Xue-Song Qiu, Shaoyong Guo |
| 2024 | CSCWD | Communication-efficient Federated Learning Framework with Parameter-Ordered Dropout. | Qichen Li, Sujie Shao, Chao Yang, Jiewei Chen, Feng Qi, Shaoyong Guo |
| 2024 | PDCAT | Fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning. | Yifei Zou, Senmao Qi, Yuan Yuan, Dawei Wang, Shikun Shen, Libing Wu, Shaoyong Guo, Dongxiao Yu |
| 2023 | APNOMS | A Federated Learning Approach for Net Load Forecasting in Microgrids. | Zihan Qin, Sujie Shao, Shaoyong Guo, Xuesong Qiu |
| 2023 | CNSM | Joint Routing and GCL Scheduling Algorithm Based on Tabu Search in TSN. | Ying Wang, Yufan Cheng, Zhihan Zhuang, Junye Zhang, Peng Yu, Shaoyong Guo, Xuesong Qiu |
| 2023 | ICPADS | Blockchain-based Pricing Mechanism Research on IoT Data Transactions. | Shiqi Ding, Shaoyong Guo, Chang Liu, Zhili Wang |
| 2022 | NOMS | Federated Learning Empowered Edge Collaborative Content Caching Mechanism for Internet of Vehicles. | Jingye Chi, Siya Xu, Shaoyong Guo, Peng Yu, Xuesong Qiu |
| 2020 | IWCMC | Continuous Authentication of Mouse Dynamics Based on Decision Level Fusion. | Lifang Gao, Yangyang Lian, Huifeng Yang, Rui Xin, Zhuozhi Yu, Wenwei Chen, Wei Liu, Yefeng Zhang, Yukun Zhu, Siya Xu, Shaoyong Guo, Yanjin Cheng |
| 2020 | IWCMC | Edge Network Resource Synergy for Mobile Blockchain in Smart City. | Shaoyong Guo, Yuanyuan Qi, Peng Yu, Sujie Shao, Xuesong Qiu |
| 2020 | IWCMC | Co-Allocation of Service Routing in SDN-driven 5G IP+Optical Smart Grid Communication Networks based on Deep Reinforcement Learning. | Qingliu Ma, Ao Xiong, Peng Yu, Shaoyong Guo, Ningzhe Xing, Wenjing Li, Lei Feng, Xuesong Qiu |
| 2020 | IWCMC | Vehicular Network Edge Intelligent Management : A Deep Deterministic Policy Gradient Approach for Service Offloading Decision. | Yinlin Ren, Xiuming Yu, Xingyu Chen, Shaoyong Guo, Xue-song Qiu |
| 2020 | IWCMC | VNF Dynamic Scaling and Deployment Algorithm Based on Traffic Prediction. | Riming Tong, Siya Xu, Bo Hu, Jinghong Zhao, Lei Jin, Shaoyong Guo, Wenjing Li |
| 2020 | NOMS | Cost-and-QoS-Based NFV Service Function Chain Mapping Mechanism. | Yimin Li, Lifang Gao, Siya Xu, Qinghai Ou, Xinyu Yuan, Feng Qi, Shaoyong Guo, Xuesong Qiu |
| 2020 | NOMS | Delay-Aware NFV Resource Allocation with Deep Reinforcement Learning. | Ningcheng Yuan, Wenchen He, Jing Shen, Xuesong Qiu, Shaoyong Guo, Wenjing Li |
| 2019 | APNOMS | DB-Kmeans: An Intrusion Detection Algorithm Based on DBSCAN and K-means. | Gangsong Dong, Yi Jin, Shiwen Wang, Wencui Li, Zhuo Tao, Shaoyong Guo |
| 2019 | CNSM | Geographic Clustering Based Mobile Edge Computing Resource Allocation Optimization Mechanism. | Song Kang, Linna Ruan, Shaoyong Guo, Wencui Li, Xuesong Qiu |
| 2019 | IM | A Blockchain-Based Decentralized Wi-Fi Sharing Mechanism. | Yao Dai, Zhuo Yu, Yong Yan, Shaoyong Guo, Sujie Shao |
| 2019 | IM | ASCO: An Availability-aware Service Chain Orchestration. | Wenchen He, Xiong Chen, Xuesong Qiu, Shaoyong Guo, Peng Yu |
| 2019 | IM | Collaborative Sleep Mechanism between Cross-domain Nodes in FiWi network based on load balancing and QoS awareness. | Xujing Peng, Siya Xu, Shaoyong Guo, Xuesong Qiu, Shuyang Li, Botao Yu |
| 2019 | IWCMC | A Multi-objective Service Function Chain Mapping Mechanism for IoT networks. | Cong Han, Siya Xu, Shaoyong Guo, Xuesong Qiu, Ao Xiong, Peng Yu, Kunya Guo, Dong Guo |
| 2019 | IWCMC | Design of a service caching and task offloading mechanism in smart grid edge network. | Mengyu Li, Lanlan Rui, Xuesong Qiu, Shaoyong Guo, Xiuzhi Yu |
| 2019 | IWCMC | Differentiated Service Mechanism According to Vehicle Environment in Vehicular Edge Network. | Zuoyan Tan, Lanlan Rui, Wenjing Li, Xuesong Qiu, Shaoyong Guo, Xiuzhi Yu |
| 2019 | IWCMC | A Clustering Algorithm Based on Communication Overhead and Link Stability for Cloud-assisted Mobile Adhoc Networks. | Kun Xiao, Siya Xu, Shaoyong Guo, Xuesong Qiu, Peng Yu, Xingyu Chen, Wei Deng, Kunya Guo |
| 2018 | NOMS | Research on lifetime prediction-based recharging scheme in rechargeable WSNs. | Yang Yang, He Li, Xuesong Qiu, Shaoyong Guo, XiaoXiao Zeng, Kang Zhao, Haoran Xin |
| 2018 | NOMS | An SDN energy saving method based on topology switch and rerouting. | Junhua Ba, Ying Wang, Xuxia Zhong, Sixiang Feng, Xuesong Qiu, Shaoyong Guo |
| 2018 | NOMS | An approach to deploy service function chains in satellite networks. | Yibin Cai, Ying Wang, Xuxia Zhong, Wenjing Li, Xuesong Qiu, Shaoyong Guo |
| 2018 | NOMS | A ring-based single-link failure recovery approach in SDN data plane. | Sixiang Feng, Ying Wang, Xuxia Zhong, Junran Zong, Xuesong Qiu, Shaoyong Guo |
| 2018 | NOMS | Resource discovery and share mechanism in disconnected ubiquitous stub network. | Yanfu Jiang, Shaoyong Guo, Siya Xu, Xuesong Qiu, Luoming Meng |
| 2018 | NOMS | Multi-constrained maximally disjoint routing mechanism. | Xin Zhang, Lanlan Rui, Jiawen Li, Xuesong Qiu, Shaoyong Guo, Wei Lin |
| 2018 | NOMS | Resource-saving replication for controllers in multi controller SDN against network failures. | Lingyu Zhang, Ying Wang, Xuxia Zhong, Wenjing Li, Shaoyong Guo |
| 2018 | NOMS | Cost-aware service function chain orchestration across multiple data centers. | Xuxia Zhong, Ying Wang, Xuesong Qiu, Shaoyong Guo |
| 2017 | IM | A handover statistics based approach for Cell Outage Detection in self-organized Heterogeneous Networks. | Tao Zhang, Lei Feng, Peng Yu, Shaoyong Guo, Wenjing Li, Xuesong Qiu |
| 2017 | ISPA | An Approach of Anomaly Diagnosis with Logs for Distributed Services in Communication Network Information System. | Kang Sun, Luoming Meng, Shaoyong Guo, Si-Ya Xu, Ying Wang, Weijian Li |
| 2016 | APNOMS | An HMM-based performance diagnosis approach for Hadoop clusters. | Jiacong Li, Ying Wang, Jinke Yu, Shaoyong Guo |
| 2016 | APNOMS | Backup-resource based failure recovery approach in SDN data plane. | Shujuan Zhang, Ying Wang, Qichao He, Jinke Yu, Shaoyong Guo |