Dynamic Modeling of Biotechnical Process Based on Online Support Vector Machine. - Xianfang Wang; Zhiyong Du; Jindong Chen; Feng Pan 004 (J. Comput., 2009)

Hammerstein model identification using quantum delta-potential-well-based particle swarm optimisation. - Zhiyong Du; Xianfang Wang (Int. J. Model. Identif. Control., 2011)

A Connected Dominating Set Based Fast Decentralized Cooperative Sensing Algorithm for Cognitive Radio Networks. - Qihui Wu 001; Yuhua Xu 001; Zhiyong Du; Jinlong Wang 001; Alagan Anpalagan (IEICE Trans. Commun., 2012)

Dynamic User Demand Driven Online Network Selection. - Zhiyong Du; Qihui Wu 001; Panlong Yang (IEEE Commun. Lett., 2014)

Cognitive Internet of Things: A New Paradigm Beyond Connection. - Qihui Wu 001; Guoru Ding; Yuhua Xu 001; Shuo Feng 001; Zhiyong Du; Jinlong Wang 001; Keping Long (IEEE Internet Things J., 2014)

User-Demand-Aware Wireless Network Selection: A Localized Cooperation Approach. - Zhiyong Du; Qihui Wu 001; Panlong Yang; Yuhua Xu 001; Yu-Dong Yao (IEEE Trans. Veh. Technol., 2014)

Resource demand-acquisition matching optimization for small cell networks: A distributed learning approach. - Junfei Qiu; Cheng Ding; Zhiyong Du; Youming Sun (ICCC, 2015)

User demand-centric distributed wirless resource sharing in dynamic environment: A QoE game perspective. - Jing Ren 007; Zhiyong Du; Fengyi Chen; Lijie Yin (WCSP, 2015)

A game-theoretic perspective on self-organizing optimization for cognitive small cells. - Yuhua Xu 001; Jinlong Wang 001; Qihui Wu 001; Zhiyong Du; Liang Shen 001; Alagan Anpalagan (IEEE Commun. Mag., 2015)

Exploiting User Demand Diversity in Heterogeneous Wireless Networks. - Zhiyong Du; Qihui Wu 001; Panlong Yang; Yuhua Xu 001; Jinlong Wang 001; Yu-Dong Yao (IEEE Trans. Wirel. Commun., 2015)

Online Sequential Channel Accessing Control: A Double Exploration vs. Exploitation Problem. - Panlong Yang; Bowen Li; Jinlong Wang; Xiang-Yang Li 001; Zhiyong Du; Yubo Yan; Yan Xiong 001 (IEEE Trans. Wirel. Commun., 2015)

Hierarchical Resource Allocation Framework for Hyper-Dense Small Cell Networks. - Junfei Qiu; Guoru Ding; Qihui Wu 001; Zuping Qian; Theodoros A. Tsiftsis; Zhiyong Du; Youming Sun (IEEE Access, 2016)

A Cloud-Based Architecture for the Internet of Spectrum Devices Over Future Wireless Networks. - Qihui Wu 001; Guoru Ding; Zhiyong Du; Youming Sun; Minho Jo 001; Athanasios V. Vasilakos (IEEE Access, 2016)

Traffic-Aware Online Network Selection in Heterogeneous Wireless Networks. - Qihui Wu 001; Zhiyong Du; Panlong Yang; Yu-Dong Yao; Jinlong Wang 001 (IEEE Trans. Veh. Technol., 2016)

Learning with handoff cost constraint for network selection in heterogeneous wireless networks. - Zhiyong Du; Qihui Wu 001; Panlong Yang (Wirel. Commun. Mob. Comput., 2016)

Load-Aware Dynamic Access for Ultra-Dense Small Cell Networks: A Hypergraph Game Theoretic Solution. - Xucheng Zhu; Yuhua Xu 001; Yuli Zhang; Youming Sun; Zhiyong Du (CSPS, 2017)

Dynamic Network Access for Multi-UAV Networks: A Cloud-Assisted Learning Algorithm. - Xiaodu Liu; Yitao Xu; Yanlei Duan; Dianxiong Liu; Zhiyong Du (MLICOM, 2018)

Data-Driven Deployment and Cooperative Self-Organization in Ultra-Dense Small Cell Networks. - Zhiyong Du; Youming Sun; Weisi Guo; Yuhua Xu 001; Qihui Wu 001; Jie Zhang 003 (IEEE Access, 2018)

Context-Aware Indoor VLC/RF Heterogeneous Network Selection: Reinforcement Learning With Knowledge Transfer. - Zhiyong Du; Chunxi Wang; Youming Sun; Guofeng Wu (IEEE Access, 2018)

Interference-Aware Spectrum Access Self-Organization: A Weighted Graph Game Perspective. - Zhiyong Du; Qihui Wu 001; Bin Jiang; Yuhua Xu 001; Zhiqiang Qin (IEEE Syst. J., 2018)

Directed-Hypergraph-Based Channel Allocation for Ultradense Cloud D2D Communications With Asymmetric Interference. - Youming Sun; Zhiyong Du; Yuhua Xu 001; Yuli Zhang; Luliang Jia; Alagan Anpalagan (IEEE Trans. Veh. Technol., 2018)

Opportunistic channel access with repetition time diversity and switching cost: a block multi-armed bandit approach. - Zhiqiang Qin; Jinlong Wang 001; Jin Chen 007; Youming Sun; Zhiyong Du; Yuhua Xu 001 (Wirel. Networks, 2018)

Second-order multi-armed bandit learning for online optimization in communication and networks. - Zhiyong Du; Bin Jiang; Kun Xu 002; Shengyun Wei; Shengqing Wang; Huatao Zhu (ACM TUR-C, 2019)

Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge. - Zhiyong Du; Yansha Deng; Weisi Guo; Arumugam Nallanathan; Qihui Wu 001 (CoRR, 2019)

An Incentive Mechanism Design View for Hybrid Access in Small Cell Networks: Keeping a Secret Is Not Smart. - Youming Sun; Zhiyong Du; Qihui Wu 001; Yuhua Xu 001; Alagan Anpalagan (IEEE Syst. J., 2019)

Distributed Joint Optimization of Deployment, Computation Offloading and Resource Allocation in Coalition-based UAV Swarms. - Kailing Yao; Yuhua Xu 001; Jin Chen 007; Yuping Gong; Yang Yang 035; Changhua Yao; Zhiyong Du (WCSP, 2020)

Energy Efficient Task Cooperation for Multi-UAV Networks: A Coalition Formation Game Approach. - Heyu Luan; Yitao Xu; Dianxiong Liu; Zhiyong Du; Huiming Qian; Xiaodu Liu; Xiaobing Tong (IEEE Access, 2020)

Weighted-Directed-Hypergraph-Based Spectrum Access for Energy Harvesting Cognitive Radio Sensor Network. - Jing Ren 007; Hang Zhang 001; Zhiyong Du; Youming Sun; Hang Hu 001; Xucheng Zhu (IEEE Access, 2020)

Dynamic Coded Cooperation With Incremental Redundancy: Throughput and Diversity-Multiplexing Tradeoff Analysis. - Kun Xu 002; Zhiyong Du; Bin Jiang (IEEE Commun. Lett., 2020)

Design and implementation of reinforcement learning-based intelligent jamming system. - Shuangyi Zhang; Hua Tian; Xueqiang Chen; Zhiyong Du; Luying Huang; Yuping Gong; Yuhua Xu 001 (IET Commun., 2020)

QoE-Oriented Resource Allocation for Downlink Non-Orthogonal Multiple Access. - Youming Sun; Hongxiang Shao; Zhiyong Du; Jihao Cai (IEEE Commun. Lett., 2021)

Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges. - Zhiyong Du; Yansha Deng; Weisi Guo; Arumugam Nallanathan; Qihui Wu 001 (IEEE Veh. Technol. Mag., 2021)

Biased Stackelberg game-based UAV relay anti-jamming communications: Exploiting trajectory optimization and transmission mode selection. - Zhe Su; Qihui Wu 001; Nan Qi; Luliang Jia; Zhiyong Du (IET Commun., 2022)

Task-Based Network Reconfiguration in Distributed UAV Swarms: A Bilateral Matching Approach. - Dianxiong Liu; Zhiyong Du; Xiaodu Liu; Heyu Luan; Yitao Xu; Yifan Xu 003 (IEEE/ACM Trans. Netw., 2022)

QoE-oriented resource allocation for dense cloud NOMA smallcell networks. - Hongxiang Shao; Youming Sun; Zhiyong Du; Jihao Cai; Zhentao Duan (Wirel. Networks, 2022)

A Model-data Hybrid Method for Radio Map Construction. - Tianhao Zhang; Zhiyong Du; Jiaqi Chen; Shiyu Wang; Ximing Wang; Lifeng Wang (ICCIP, 2024)

Uncertainty-aware Sensor Deployment Optimization for Radio Map Construction. - Tianhao Zhang; Zhiyong Du; Jiaqi Chen; Ximing Wang (ICCT, 2024)

Lightweight Reinforcement Learning with State Abstraction for Dynamic Spectrum Anti-Jamming Communications. - Xin Liu 021; Ximing Wang; Yuhua Xu 001; Zhiyong Du; Yifan Xu 003; Hao Han (WCNC, 2024)

Joint Optimization of Sensor Deployment and Spectrum Data Completion for Radio Map Construction. - Tianhao Zhang; Zhiyong Du; Ximing Wang; Jiaqi Chen; Ducheng Wu (IEEE Signal Process. Lett., 2024)

Intelligent Frequency Reuse for Dynamic Spectrum Anti-Jamming: A Hybrid-Reward-Based Multi-Agent Deep Reinforcement Learning Approach. - Zhenyi Ke; Ximing Wang; Zhiyong Du; Tao Xiong; Yifan Xu 003; Jiaqi Chen (IEEE Wirel. Commun. Lett., 2025)