Random Parameter Normalization Technique for Mimic Defense Based on Multi-queue Architecture. - Shunbin Li; Kun Zhang 037; Ruyun Zhang 001; Mingxing Zhu; Hanguang Luo; Shaoyong Wu (ICAIS (2), 2021)

Optimal design of hybrid renewable energy system considering equipment performance and annual cost. - Yongxin Hu; Zhen Zhu; Geyang Xiao; Boyang Zhou; Tao Zou; Ruyun Zhang 001 (SPAC, 2021)

Value Iteration Algorithm for Nonlinear Continuous-time Nonzero-Sum Games. - Geyang Xiao; Ruyun Zhang 001; Tao Zou; Shunbin Li; Boyang Zhou; Congqi Shen (SPAC, 2021)

A mimicry defense based algorithm diversification dynamic scheduling mechanism. - Lei Xue; Geyang Xiao; Tao Zou; Ruyun Zhang 001; Xingming Zhang (SPAC, 2021)

Multi-Agent and Cooperative Deep Reinforcement Learning for Scalable Network Automation in Multi-Domain SD-EONs. - Baojia Li; Ruyun Zhang 001; Xiaojian Tian; Zuqing Zhu (IEEE Trans. Netw. Serv. Manag., 2021)

Fast DDoS Traffic Throttling and Normal Traffic Permitting in SDN-IoT: A Deep Reinforcement Learning Approach. - Congqi Shen; Wanxin Gao; Qi Xu; Tao Zou; Jun Zhu; Ruyun Zhang 001 (ICC, 2023)

Mangling Rules Generation With Density-Based Clustering for Password Guessing. - Shunbin Li; Zhiyu Wang; Ruyun Zhang 001; Chunming Wu 001; Hanguang Luo (IEEE Trans. Dependable Secur. Comput., 2023)

CollaSFC: An Intelligent Collaborative Approach for In-network SFC Failure Detection in Data Center for AI Computing. - Kuo Guo; Jia Chen 010; Qi Xu; Fei Song 001; Xu Huang 009; Shang Liu 004; Dongsheng Qian; Jun Zhu; Ruyun Zhang 001; Keping Long (NAIC, 2024)

SKT-IDS: Unknown attack detection method based on Sigmoid Kernel Transformation and encoder-decoder architecture. - Chao Zha; Zhiyu Wang; Yifei Fan; Xingming Zhang; Bing Bai; Yinjie Zhang; Sainan Shi; Ruyun Zhang 001 (Comput. Secur., 2024)

A-NIDS: Adaptive Network Intrusion Detection System Based on Clustering and Stacked CTGAN. - Chao Zha; Zhiyu Wang; Yifei Fan; Bing Bai; Yinjie Zhang; Sainan Shi; Ruyun Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Toward Synthetic Network Traffic Generating in NTN-Enabled IoT: A Generative AI Approach. - Dingde Jiang; Zhihao Wang 001; Xinhui Liu; Qi Xu; Tao Zou; Ruyun Zhang 001; Lizhuang Tan; Peiying Zhang 001 (IEEE Internet Things J., 2025)

Architectural Exploration for Waferscale Switching System. - Zhiquan Wan; Zhipeng Cao 001; Shunbin Li; Peijie Li; Qingwen Deng; Weihao Wang; Kun Zhang 037; Guandong Liu; Ruyun Zhang 001; Qinrang Liu (IEEE Trans. Very Large Scale Integr. Syst., 2025)

Intelligent Intrusion Detection System With Autonomous Optimal Traffic Steering for Aerial-Aided Edge Computing. - Weilin Wang; Qi Xu; Huachun Zhou; Ruyun Zhang 001; Keping Long (IEEE Internet Things J., 2025)

DM-IDS - A Network Intrusion Detection Method Based on Dual-Modal Fusion. - Chao Zha; Zhiyu Wang; Yifei Fan; Bing Bai; Yinjie Zhang; Sainan Shi; Ruyun Zhang 001 (IEEE Trans. Netw. Serv. Manag., 2025)

Sparse Gaussian-Markov Modeling for Robust and Trustworthy Unknown Cyber Defense. - Chao Zha; Tian Liu; Chungang Lin; Bing Bai; Ruyun Zhang 001 (IEEE Trans. Cogn. Commun. Netw., 2026)

FlowXpert: Context-Aware Flow Embedding for Enhanced Traffic Detection in IoT Network. - Chao Zha; Haolin Pan; Bing Bai; Jiangxing Wu; Ruyun Zhang 001 (IEEE Trans. Mob. Comput., 2026)