MAGIC: A distributed MAx-Gain In-network Caching strategy in information-centric networks. - Jing Ren 002; Wen Qi; Cédric Westphal; Jianping Wang 001; Kejie Lu; Shucheng Liu; Sheng Wang 006 (INFOCOM Workshops, 2014)

An optimal Cache management framework for information-centric networks with network coding. - Jin Wang 009; Jing Ren 002; Kejie Lu; Jianping Wang 001; Shucheng Liu; Cédric Westphal (Networking, 2014)

Least Maintenance Batch Scheduling in Cloud Data Center Networks. - Zeyu Zheng; Jinfan Wang; Jing Ren 002; Weigang Hou; Jianping Wang 001 (IEEE Commun. Lett., 2014)

VICN: a versatile deployment framework for information-centric networks. - Jing Ren 002; Kejie Lu; Sheng Wang 006; Xiong Wang 001; Shizhong Xu; Lemin Li; Shucheng Liu (IEEE Netw., 2014)

On the deployment of information-centric network: Programmability and virtualization. - Jing Ren 002; Lemin Li; Huan Chen; Sheng Wang 006; Shizhong Xu; Gang Sun 001; Jin Wang 009; Shucheng Liu (ICNC, 2015)

CAKA: a novel cache-aware K-anycast routing scheme for publish/subscribe-based information-centric network. - Jing Ren 002; Kejie Lu; Fei Tang; Jin Wang 009; Jianping Wang 001; Sheng Wang 006; Shucheng Liu (Int. J. Commun. Syst., 2015)

Enhancing Traffic Engineering Performance and Flow Manageability in Hybrid SDN. - Cheng Ren; Sheng Wang 006; Jing Ren 002; Xiong Wang 001; Tongyu Song; Dehao Zhang (GLOBECOM, 2016)

Towards Efficient and Lightweight Collaborative In-Network Caching for Content Centric Networks. - Xiong Wang 001; Jing Ren 002; Tong Tong; Rui Dai; Shizhong Xu; Sheng Wang 006 (GLOBECOM, 2016)

A minimum cost cache management framework for information-centric networks with network coding. - Jin Wang 009; Jing Ren 002; Kejie Lu; Jianping Wang 001; Shucheng Liu; Cédric Westphal (Comput. Networks, 2016)

Energy-efficient virtual topology design in IP over WDM mesh networks. - Cheng Ren; Sheng Wang 006; Jing Ren 002; Weizhong Qian; Xiaoning Zhang; Jie Duan 004 (Comput. Networks, 2017)

JMAWR: joint optimization of monitoring trail allocation and wavelength routing with limited monitoring resources. - Jing Ren 002; Xiong Wang 001; Yangming Zhao; Shizhong Xu; Lemin Li; Bin Wu 002 (Photonic Netw. Commun., 2017)

A Generic and Programmable Name Resolution System in Future Internet Architectures. - Jinfan Wang; Luning Wang; Jing Ren 002; Hermine Hovhannisyan; Jianping Wang 001 (IEEE Wirel. Commun., 2017)

JRA2: Joint Optimization of Resource Allocation and Rate Adaptation for DASH Services. - Tongyu Song; Sheng Wang 006; Jing Ren 002; Shiqiang Zhang (ICC, 2018)

JORDAN: A Novel Traffic Engineering Algorithm for Dynamic Adaptive Streaming over HTTP. - Jing Ren 002; Kejie Lu; Cédric Westphal; Jin Wang 009; Jinfan Wang; Tongyu Song; Shucheng Liu; Jianping Wang 001 (ICNC, 2018)

Traffic Engineering and Manageability for Multicast Traffic in Hybrid SDN. - Cheng Ren; Sheng Wang 006; Jing Ren 002; Xiong Wang 001 (KSII Trans. Internet Inf. Syst., 2018)

Toward efficient parallel routing optimization for large-scale SDN networks using GPGPU. - Xiong Wang 001; Qian Zhang; Jing Ren 002; Shizhong Xu; Sheng Wang 006; Shui Yu 001 (J. Netw. Comput. Appl., 2018)

T-Trail: Link Failure Monitoring in Software-Defined Optical Networks. - Zijing Cheng; Xiaoning Zhang; Shaohui Shen; Shui Yu 001; Jing Ren 002; Rongping Lin (JOCN, 2018)

ProgLIMI: Programmable LInk Metric Identification in Software-Defined Networks. - Xiong Wang 001; Mehdi Malboubi; Zhihao Pan; Jing Ren 002; Sheng Wang 006; Shizhong Xu; Chen-Nee Chuah (IEEE/ACM Trans. Netw., 2018)

FAIR-AREA: A Fast AI-Based Joint Optimization of Rate Adaptation and Resource Allocation for DASH. - Tongyu Song; Wenyu Hu; Wenshuai Xu; Jing Ren 002; Sheng Wang 006; Shizhong Xu (GLOBECOM, 2019)

ARM: An Accelerator for Resource Allocation in Mobile Edge Computing. - Tongyu Song; Wenshuai Xu; Wenyu Hu; Jing Ren 002; Sheng Wang 006; Shizhong Xu (GLOBECOM, 2019)

FlowMap: A Fine-Grained Flow Measurement Approach for Data-Center Networks. - Xiong Wang 001; Hanyu Liu; Jun Zhang; Jing Ren 002; Sheng Wang 006; Shizhong Xu (ICC, 2019)

On Orchestrating Service Function Chains in 5G Mobile Network. - Dongcheng Zhao; Jing Ren 002; Rongping Lin; Shizhong Xu; Victor Chang 001 (IEEE Access, 2019)

Cybertwin: An Origin of Next Generation Network Architecture. - Quan Yu; Jing Ren 002; Yinjin Fu; Ying Li 020; Wei Zhang 001 (IEEE Wirel. Commun., 2019)

A Cybertwin based Network Architecture for 6G. - Quan Yu; Jing Ren 002; Haibo Zhou; Wei Zhang 001 (6G SUMMIT, 2020)

FAST-RAM: A Fast AI-assistant Solution for Task Offloading and Resource Allocation in MEC. - Tongyu Song; Wenyu Hu; Xuebin Tan; Jing Ren 002; Sheng Wang 006; Shizhong Xu (GLOBECOM, 2020)

Routing optimization for cloud services in SDN-based Internet of Things with TCAM capacity constraint. - Shizhong Xu; Xiong Wang 001; Guangxu Yang; Jing Ren 002; Sheng Wang 006 (J. Commun. Networks, 2020)

Efficient measurement of round-trip link delays in software-defined networks. - Xiong Wang 001; Yukun Yang; Hanyu Liu; Jing Ren 002; Shizhong Xu; Sheng Wang 006; Shui Yu 001 (J. Netw. Comput. Appl., 2020)

The Joint Optimization of Online Traffic Matrix Measurement and Traffic Engineering For Software-Defined Networks. - Xiong Wang 001; Qi Deng; Jing Ren 002; Mehdi Malboubi; Sheng Wang 006; Shizhong Xu; Chen-Nee Chuah (IEEE/ACM Trans. Netw., 2020)

An Immunology-Inspired Network Security Architecture. - Quan Yu; Jing Ren 002; Jiyan Zhang; Siyang Liu 004; Yinjin Fu; Ying Li 020; Linru Ma; Jian Jing; Wei Zhang 001 (IEEE Wirel. Commun., 2020)

A Shapley Value-Based Incentive Mechanism in Collaborative Edge Computing. - Xingqiu He; Xiong Wang 001; Sheng Wang 006; Shizhong Xu; Jing Ren 002; Ci He; Yasheng Zhang (GLOBECOM, 2021)

P2S2O: Pseudonymous Polling System for Small Organizations. - Liuyang Dong; Jiliang Li; Yanxing Li; Jing Ren 002; Shizhong Xu; Gang Sun 001; Victor Chang 001 (IoTBDS, 2021)

Online algorithm for migration aware Virtualized Network Function placing and routing in dynamic 5G networks. - Yanghao Xie; Sheng Wang 006; Binbin Wang; Shizhong Xu; Xiong Wang 001; Jing Ren 002 (Comput. Networks, 2021)

An Online Scheduling Algorithm for Energy Minimization in Wireless Powered Mobile Edge Computing Networks. - Xingqiu He; Yuhang Shen; Xiong Wang 001; Sheng Wang 006; Shizhong Xu; Jing Ren 002 (CoRR, 2021)

Detecting Slow Port Scans of Long Duration in High-Speed Networks. - Hua Wu 004; Ziling Shao; Guang Cheng 001; Xiaoyan Hu; Jing Ren 002; Wei Wang 171 (GLOBECOM, 2022)

DRED: A DRL-Based Energy-Efficient Data Collection Scheme for UAV-Assisted WSNs. - Jianxin Li 001; Chao Sun; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Ping Zhang 003; Siyang Liu 004 (ICCT, 2022)

MARTO: A Multi-agent Deep Reinforcement Learning Based Online Topology Optimization Scheme for Wireless Sensor Network. - Jiangong Zheng; Xiaotong Guo; Jianxin Liao; Chao Sun; Tongyu Song; Jing Ren 002; Ping Zhang 003; Siyang Liu 004 (ICCT, 2022)

Age-Based Scheduling for Monitoring and Control Applications in Mobile Edge Computing Systems. - Xingqiu He; Sheng Wang 006; Xiong Wang 001; Shizhong Xu; Jing Ren 002 (INFOCOM, 2022)

Online Scheduling for Energy Minimization in Wireless Powered Mobile Edge Computing. - Xingqiu He; Yuhang Shen; Xiong Wang 001; Sheng Wang 006; Shizhong Xu; Jing Ren 002 (WCNC, 2022)

Resource allocation for network slicing in dynamic multi-tenant networks: A deep reinforcement learning approach. - Yanghao Xie; Yuyang Kong; Lin Huang; Sheng Wang 006; Shizhong Xu; Xiong Wang 001; Jing Ren 002 (Comput. Commun., 2022)

An online auction-based incentive mechanism for soft-deadline tasks in Collaborative Edge Computing. - Xingqiu He; Yuhang Shen; Jing Ren 002; Sheng Wang 006; Xiong Wang 001; Shizhong Xu (Future Gener. Comput. Syst., 2022)

FlexMon: A flexible and fine-grained traffic monitor for programmable networks. - Yang Wang 053; Xiong Wang 001; Shizhong Xu; Ci He; Yasheng Zhang; Jing Ren 002; Shui Yu 001 (J. Netw. Comput. Appl., 2022)

PSACCF: Prioritized Online Slice Admission Control Considering Fairness in 5G/B5G Networks. - Miao Dai; Long Luo; Jing Ren 002; Hongfang Yu; Gang Sun 001 (IEEE Trans. Netw. Sci. Eng., 2022)

Virtualized Network Function Forwarding Graph Placing in SDN and NFV-Enabled IoT Networks: A Graph Neural Network Assisted Deep Reinforcement Learning Method. - Yanghao Xie; Lin Huang; Yuyang Kong; Sheng Wang 006; Shizhong Xu; Xiong Wang 001; Jing Ren 002 (IEEE Trans. Netw. Serv. Manag., 2022)

Deep Reinforcement Learning Based Fast Anomaly Detection and Localization for Programmable Networks. - Peng Zhan; Guangyi Qin; Xingxin Qian; Xiong Wang 001; Jing Ren 002; Zirui Zhuang; Shizhong Xu (ICC, 2023)

ADAPTER: A DRL-Based Approach to Tune Routing in WSNs. - Chao Sun; Jianxin Liao; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Ping Zhang 003; Yongjie Nie; Siyang Liu 004 (INFOCOM Workshops, 2023)

A Survey of Adversarial Attack and Defense Methods for Malware Classification in Cyber Security. - Senming Yan; Jing Ren 002; Wei Wang 171; Limin Sun 001; Wei Zhang 001; Quan Yu (IEEE Commun. Surv. Tutorials, 2023)

DRAM: A DRL-based resource allocation scheme for MAR in MEC. - Tongyu Song; Xuebin Tan; Jing Ren 002; Wenyu Hu; Sheng Wang 006; Shizhong Xu; Xiong Wang 001; Gang Sun 001; Hongfang Yu (Digit. Commun. Networks, 2023)

PD-CPS: A practical scheme for detecting covert port scans in high-speed networks. - Hua Wu 004; Ziling Shao; Fuhao Yang; Guang Cheng 001; Xiaoyan Hu; Jing Ren 002; Wei Wang 171 (Comput. Networks, 2023)

Automated Penetration Testing with Fine-Grained Control through Deep Reinforcement Learning. - Xiaotong Guo; Jing Ren 002; Jiangong Zheng; Jianxin Li 001; Chao Sun; Hongxi Zhu; Tongyu Song; Sheng Wang 006; Wei Wang 171 (J. Commun. Inf. Networks, 2023)

Cybertwin Based Cloud Native Networks. - Quan Yu; Dandan Liang; Meng Qin 001; Jiacheng Chen; Haibo Zhou; Jing Ren 002; Ying Li 020; Jun Wu 006; Yue Gao 001; Wei Zhang 001 (J. Commun. Inf. Networks, 2023)

Multi - Agent Reinforcement Learning for Backscattering Data Collection in Multi-UAV IoT. - Jianxin Liao; Chao Sun; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Jing Ren 002; Xiong Wang 001; Shizhong Xu; Sheng Wang 006 (ICC, 2024)

Log-Based Anomaly Detection with Transformers Pre-Trained on Large-Scale Unlabeled Data. - Senming Yan; Lei Shi; Jing Ren 002; Wei Wang 171; Yaxin Liu; Limin Sun 001; Xiong Wang 001; Wei Zhang 001 (ICC, 2024)

Optimizing Traffic Measurement Task Deployment in Programmable Networks. - Zhiyu Yang; Xiong Wang 001; Jing Ren 002; Rongping Lin; Sheng Wang 006; Shizhong Xu (ICC, 2024)

SD-MDN-TM: A traceback and mitigation integrated mechanism against DDoS attacks with IP spoofing. - Suyue Wang; Hua Wu 004; Guang Cheng 001; Xiaoyan Hu; Jing Ren 002 (Comput. Networks, 2024)

Server-Assisted Traffic Measurement for Programmable Data Center Networks. - Jing Ren 002; Yongwen Wang; Yiyun Liu; Xiong Wang 001; Sheng Wang 006 (IEEE Trans. Netw. Sci. Eng., 2024)

MeFi: Mean Field Reinforcement Learning for Cooperative Routing in Wireless Sensor Network. - Jing Ren 002; Jiangong Zheng; Xiaotong Guo; Tongyu Song; Xiong Wang 001; Sheng Wang 006; Wei Zhang 001 (IEEE Internet Things J., 2024)

D-LoRa: a Distributed Parameter Adaptation Scheme for LoRa Network. - Ruiqi Wang; Tongyu Song; Jing Ren 002; Xiong Wang 001; Shizhong Xu; Sheng Wang 006 (CoRR, 2025)

A Detection Scheme for Multiplexed Asymmetric Workload DDoS Attacks in High-Speed Networks. - Fuhao Yang; Hua Wu 004; Xiangyu Zheng; Jinfeng Chen; Xiaoyan Hu; Jing Ren 002 (IEEE Trans. Netw. Serv. Manag., 2025)

Sums: Sniffing Unknown Multiband Signals Under Low Sampling Rates. - Jinbo Peng; Zhe Chen 015; Zheng Lin; Haoxuan Yuan; Zihan Fang; Lingzhong Bao; Zihang Song; Ying Li 020; Jing Ren 002; Yue Gao 001 (IEEE Trans. Mob. Comput., 2025)