Multicast routing with uncertain sources in software-defined network. - Zhiyao Hu; Deke Guo; Junjie Xie; Bangbang Ren (IWQoS, 2016)

Delay-Guaranteed Minimum Cost Forest for Uncertain Multicast. - Bangbang Ren; Deke Guo; Junjie Xie; Dongsong Zhang (ICPADS, 2017)

Source selection problem in multi-source multi-destination multicasting. - Deke Guo; Xiaoqiang Teng; Zhiyao Hu; Junjie Xie; Bangbang Ren (Comput. Networks, 2017)

The packing problem of uncertain multicasts. - Bangbang Ren; Deke Guo; Junjie Xie; Wenxin Li 001; Bo Yuan; Yunfei Liu (Concurr. Comput. Pract. Exp., 2017)

Optimal Service Function Tree Embedding for NFV Enabled Multicast. - Bangbang Ren; Deke Guo; Guoming Tang; Xu Lin 002; Yudong Qin (ICDCS, 2018)

DAG-SFC: Minimize the Embedding Cost of SFC with Parallel VNFs. - Xu Lin 002; Deke Guo; Yulong Shen 001; Guoming Tang; Bangbang Ren (ICPP, 2018)

The Consistent Cuckoo Filter. - Lailong Luo; Deke Guo; Ori Rottenstreich; Richard T. B. Ma; Xueshan Luo; Bangbang Ren (INFOCOM, 2019)

Embedding Service Function Tree With Minimum Cost for NFV-Enabled Multicast. - Bangbang Ren; Deke Guo; Yulong Shen 001; Guoming Tang; Xu Lin 002 (IEEE J. Sel. Areas Commun., 2019)

Validation of Distributed SDN Control Plane Under Uncertain Failures. - Junjie Xie; Deke Guo; Chen Qian 008; Lei Liu 003; Bangbang Ren; Honghui Chen (IEEE/ACM Trans. Netw., 2019)

AI-Aided Game: Enhancing the Defense Performance of Scale-Free Network via Deep Reinforcement Learning. - Ziyue Lu; Guoming Tang; Baochao Chen; Bangbang Ren; Sheng Chen 008; Deke Guo (HPCC/DSS/SmartCity, 2020)

Embedding the Minimum Cost SFC with End-to-end Delay Constraint. - Bangbang Ren; Ying Han (CoRR, 2020)

Uncertain multicast under dynamic behaviors. - Yudong Qin; Deke Guo; Zhiyao Hu; Bangbang Ren (Frontiers Comput. Sci., 2020)

PPtaxi: Non-Stop Package Delivery via Multi-Hop Ridesharing. - Yueyue Chen; Deke Guo; Ming Xu 002; Guoming Tang; Tongqing Zhou; Bangbang Ren (IEEE Trans. Mob. Comput., 2020)

Minimal Fault-Tolerant Coverage of Controllers in IaaS Datacenters. - Junjie Xie; Deke Guo; Xiaomin Zhu 001; Bangbang Ren; Honghui Chen (IEEE Trans. Serv. Comput., 2020)

SRUF: Low-Latency Path Routing with SRv6 Underlay Federation in Wide Area Network. - Bangbang Ren; Deke Guo; Guoming Tang; Weijun Wang 001; Lailong Luo; Xiaoming Fu 001 (ICDCS, 2021)

Optimized Segment Routing Traffic Engineering with Multiple Segments. - Sichen Cui; Lailong Luo; Deke Guo; Bangbang Ren; Chao Chen 011; Tao Chen 013 (WASA (3), 2021)

Joint Chain-Based Service Provisioning and Request Scheduling for Blockchain-Powered Edge Computing. - Siyuan Gu; Xueshan Luo; Deke Guo; Bangbang Ren; Guoming Tang; Junjie Xie; Yuchen Sun (IEEE Internet Things J., 2021)

A Capacity-Elastic Cuckoo Filter Design for Dynamic Set Representation. - Lailong Luo; Deke Guo; Ori Rottenstreich; Richard T. B. Ma; Xueshan Luo; Bangbang Ren (IEEE Trans. Netw. Serv. Manag., 2021)

Exploiting Reliable and Scalable Multicast Services in IaaS Datacenters. - Junjie Xie; Deke Guo; Jie Wu 001; Bangbang Ren; Tao Chen 013; Honghui Chen (IEEE Trans. Serv. Comput., 2021)

Multi-Resource Scheduling for Multiple Service Function Chains with Deep Reinforcement Learning. - Rui He; Bangbang Ren; Junjie Xie; Deke Guo; Laiping Zhao (ICPADS, 2022)

VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments. - Yali Yuan; Weijun Wang 001; Yuhan Wang; Sripriya Srikant Adhatarao; Bangbang Ren; Kai Zheng 003; Xiaoming Fu 001 (INFOCOM, 2022)

UFLB: A Unified Framework for Modeling and Analyzing Load Balancing Methods in DCNs. - Yawen Chen; Deke Guo; Bangbang Ren; Junjie Xie; Lailong Luo (IWQoS, 2022)

DUET: Joint Deployment of Trucks and Drones for Object Monitoring. - Lihao Wang; Weijun Wang 001; Haipeng Dai 001; Jiaqi Zheng 001; Bangbang Ren; Shuyu Shi; Rong Gu (IWQoS, 2022)

Geo-Distributed IoT Data Analytics With Deadline Constraints Across Network Edge. - Yiting Chen 009; Lailong Luo; Bangbang Ren; Deke Guo (IEEE Internet Things J., 2022)

LEO Satellite Networks: When Do All Shortest Distance Paths Belong to Minimum Hop Path Set? - Quan Chen 008; Lei Yang 039; Deke Guo; Bangbang Ren; Jianming Guo; Xiaoqian Chen (IEEE Trans. Aerosp. Electron. Syst., 2022)

Joint Optimization of VNF Placement and Flow Scheduling in Mobile Core Network. - Bangbang Ren; Siyuan Gu; Deke Guo; Guoming Tang; Xu Lin 002 (IEEE Trans. Cloud Comput., 2022)

Optimal Deployment of SRv6 to Enable Network Interconnection Service. - Bangbang Ren; Deke Guo; Yali Yuan; Guoming Tang; Weijun Wang 001; Xiaoming Fu 001 (IEEE/ACM Trans. Netw., 2022)

Optimal Embedding of Aggregated Service Function Tree. - Deke Guo; Bangbang Ren; Guoming Tang; Lailong Luo; Tao Chen 013; Xiaoming Fu 001 (IEEE Trans. Parallel Distributed Syst., 2022)

When architecture meets AI: A deep reinforcement learning approach for system of systems design. - Menglong Lin; Tao Chen 013; Honghui Chen; Bangbang Ren; Mengmeng Zhang (Adv. Eng. Informatics, 2023)

CADer: A Deep Reinforcement Learning Approach for Designing the Communication Architecture of System of Systems. - Menglong Lin; Tao Chen 013; Bangbang Ren; Honghui Chen; Mengmeng Zhang; Deke Guo (IEEE Trans. Intell. Veh., 2023)

SFT-Box: An Online Approach for Minimizing the Embedding Cost of Multiple Hybrid SFCs. - Xu Lin 002; Deke Guo; Yulong Shen 001; Guoming Tang; Bangbang Ren; Ming Xu 002 (IEEE/ACM Trans. Netw., 2023)

Enable the proactively load-balanced control plane for SDN via intelligent switch-to-controller selection strategy. - Yuwen Zhou; Bangbang Ren; Junjie Xie; Lailong Luo; Deke Guo; Xiaobo Zhou 003 (Comput. Networks, 2023)

When architecture meets RL+EA: A hybrid intelligent optimization approach for selecting combat system-of-systems architecture. - Yang Huang 004; Aimin Luo; Tao Chen 013; Mengmeng Zhang; Bangbang Ren; Yanjie Song 001 (Adv. Eng. Informatics, 2023)

A reinforcement learning method for scheduling service function chains with multi-resource constraints. - Rui He; Bangbang Ren; Junjie Xie; Deke Guo; Yuwen Zhou; Laiping Zhao; Yong Li (Comput. Networks, 2023)

Intelligent Recognition Model for IoT Terminal Devices Based on Message Business Logic Features. - Fangliao Yang; Shi Zhu; Mingguang Li; Lailong Luo; Bangbang Ren; Yuhui Cai (DSC, 2024)

Knowing the unknowns: Network traffic detection with open-set semi-supervised learning. - Rui Chen; Lailong Luo; Xiaodong Wang 002; Bangbang Ren; Deke Guo; Shi Zhu (Comput. Networks, 2024)

Concordit: A credit-based incentive mechanism for permissioned redactable blockchain. - Liushun Zhao; Deke Guo; Lailong Luo; Yulong Shen 001; Bangbang Ren; Shi Zhu; Fangliao Yang (Comput. Networks, 2024)

Tiger Tally: A secure IoT data management approach based on redactable blockchain. - Liushun Zhao; Deke Guo; Lailong Luo; Junjie Xie; Yulong Shen 001; Bangbang Ren (Comput. Networks, 2024)

Frisbee: An Efficient Data Sharing Framework for UAV Swarms. - Peipei Chen; Lailong Luo; Deke Guo; Qianzhen Zhang; Xueshan Luo; Bangbang Ren; Yulong Shen 001 (IEEE Trans. Netw. Sci. Eng., 2024)

To Deploy New or to Deploy More?: An Online SFC Deployment Scheme at Network Edge. - Zongyang Yuan; Lailong Luo; Deke Guo; Denis Chee-Keong Wong; Geyao Cheng; Bangbang Ren; Qianzhen Zhang (IEEE Internet Things J., 2024)

Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments. - Yali Yuan; Weijun Wang 001; Yuhan Wang; Sripriya Srikant Adhatarao; Bangbang Ren; Kai Zheng 003; Xiaoming Fu 001 (IEEE/ACM Trans. Netw., 2024)

Efficient Online Scheduling of Service Function Chains Across Multiple Geo-Distributed Regions. - Rui He; Bangbang Ren; Junjie Xie; Deke Guo; Laiping Zhao (IEEE Trans. Netw. Serv. Manag., 2024)

SFCPlanner: An Online SFC Planning Approach With SRv6 Flow Steering. - Changhao Qiu; Bangbang Ren; Lailong Luo; Guoming Tang; Deke Guo (IEEE Trans. Netw. Serv. Manag., 2024)

Anchor: A Novel Modeling Methodology for Cooperative UAV-MEC Based on Stochastic Geometry. - Yan Li 072; Lailong Luo; Bangbang Ren; Deke Guo (INFOCOM, 2025)

Decentralized coordination of intelligent system of systems under partial observability. - Hao Yuan; Bangbang Ren; Tao Chen 013; Xueshan Luo (Adv. Eng. Informatics, 2025)

GraphVeri: A NAR-based control plane verification framework for routing protocols. - Shangsen Li; Lailong Luo; Changhao Qiu; Bangbang Ren; Yun Zhou 001; Deke Guo; Richard T. B. Ma (Comput. Networks, 2025)

Toward resilient communication architecture: Online network reconfiguration for UAV failure. - Hao Yuan; Ruozhe Li; Laihe Wang; Bangbang Ren; Tao Chen 013; Deke Guo (Comput. Networks, 2025)

The benefit of prediction: Enabling collaboration of system of systems with learning. - Hao Yuan; Sheng Long; Bangbang Ren; Ruozhe Li; Tao Chen 013; Xueshan Luo (Expert Syst. Appl., 2025)

Analytic Personalized Federated Meta-Learning. - Shunxian Gu; Chaoqun You; Deke Guo; Zhihao Qu; Bangbang Ren; Zaipeng Xie; Lailong Luo (CoRR, 2025)

Accelerating Deep Neural Network Training via Distributed Hybrid Order Optimization. - Shunxian Gu; Chaoqun You; Bangbang Ren; Lailong Luo; Junxu Xia; Deke Guo (CoRR, 2025)

Optimize Communication Architecture in Dynamic Combat Environment via Online Learning. - Hao Yuan; Tao Chen 013; Bangbang Ren; Mengmeng Zhang; Xueshan Luo (IEEE Syst. J., 2025)

CoEdge: A Collaborative Architecture for Efficient Task Offloading Among Multiple Edge Service Providers. - Xingrui Xie; Geyao Cheng; Han Liu; Lailong Luo; Bangbang Ren; Deke Guo (IEEE Internet Things J., 2025)

Communication and Computation Efficient Split Federated Learning in O-RAN. - Shunxian Gu; Chaoqun You; Bangbang Ren; Deke Guo (CoRR, 2025)