- [21]Jingjing Zhang, Xiaoheng Deng, Jian Yin, Xianjun Deng, Xuechen Chen, Jinsong Gui, Shichao Zhang, "E2E Hybrid Computation Offloading for Complex MEC System," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2025.3609546. IEEE Transactions on Mobile Computing. (CCF-A期刊, 2025)
- [22]Zhenyang Shu, Xiaoheng Deng, Jingjing Zhang, Huamei Qi, Siyu Lin, Geyong Min, "Decoupled Uplink-Downlink Multi-Connectivity Scheduling in Full-Duplex Cell-Free Massive MIMO Networks: A HGN-DRL Approach," in IEEE Transactions on Networking, doi: 10.1109/TON.2025.3561048.IEEE Transactions on Networking.(CCF-A期刊, 2025)
- [23]Xiaoheng Deng, Haoyu Yang, Jingjing Zhang, Jinsong Gui, Xin Wang, Geyong Min, "Task Offloading in Internet of Vehicles: A DRL-Based Approach With Representation Learning for DAG Scheduling," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2025.3531887. IEEE Transactions on Mobile Computing.(CCF-A期刊, 2025)
- [24]Xinjun Pei, Xiaoheng Deng, Shengwei Tian, Ping Jiang, Yunlong Zhao, Kaiping Xue, "A Privacy-Preserving Graph Neural Network for Network Intrusion Detection," in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2024.3417853. IEEE Transactions on Dependable and Secure Computing. (CCF-A期刊, 2025)
- [25]Simin Dai, Xuechen Chen, Xiaoheng Deng, Siyu Lin, "Cross-Architecture Knowledge Distillation for Deep Joint Source-Channel Coding," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2025.3633266. IEEE Transactions on Mobile Computing. (CCF-A期刊, 2025)
- [26]Sirui Ding, Hairong Lin, Xiaoheng Deng, Wei Yao, Jie Jin, "A hidden multiwing memristive neural network and its application in remote sensing data security," in Expert Systems with Applications, doi: 10.1016/j.eswa.2025.127168. Expert Systems with Applications. (中科院1区, 2025)
- [27]Jinsong Gui, Zhengyang Li, Jingjing Zhang, Xiaoheng Deng, Geyong Min, "Multi-Heterogeneous-Agent DRL for Efficient Congestion Control With Reward Redistribution in Space–Air–Ground Integrated Networks," in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2025.3625582. IEEE Transactions on Network Science and Engineering. (中科院1区, 2025)
- [28]Qiao Ren, Siyu Lin, Yifei Cai, Jiaying Song, Xuechen Chen, Xiaoheng Deng, Bo Ai, "Network Slicing Strategy for Moving Networks with Imperfect Train-to-Ground Downlink," in IEEE Transactions on Communications, doi: 10.1109/TCOMM.2025.3642723. IEEE Transactions on Communications. (CCF-B期刊, 2025)
- [29]Feng Wang, Xuechen Chen, Xiaoheng Deng, Siyu Lin, "Scalable Deep Joint Source-Channel Coding for Multi-User Wireless Image Transmission with Diverse Bandwidth Conditions," in IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2025.3630680. IEEE Transactions on Wireless Communications. (中科院1区, 2025)
- [30]Bo Li, Xiaoheng Deng, Xuechen Chen, Yiqin Deng, Shaohua Wan, Honggang Zhang, "DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3615790. IEEE Internet of Things Journal. (中科院1区, 2025)
- [31]Zengri Zeng, Xiaoheng Deng, Baokang Zhao, "Causal Gray Wolf Optimization: A Novel Approach to Robust Network Anomaly Detection Amidst Data Redundancy," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3613994. IEEE Internet of Things Journal. (中科院1区, 2025)
- [32]Simin Dai, Xuechen Chen, Xiaoheng Deng, "Knowledge Distillation Enhanced DeepJSCC for Edge-Optimized Image Transmission Systems," in 2025 IEEE/CIC International Conference on Communications in China, doi: 10.1109/ICCCWorkshops67136.2025.11147224. IEEE/CIC International Conference on Communications in China (ICCC Workshops). (2025)
- [33]Feng Wang, Xuechen Chen, Xiaoheng Deng, Siyu Lin, "Deep Joint Source-Channel Coding for Wireless Image Transmission: One-Model-to-Many," in IEEE Wireless Communications Letters, doi: 10.1109/LWC.2025.3547527. IEEE Wireless Communications Letters. (中科院2区, 2025)
- [34]Hairong Lin, Xiaoheng Deng, Shaohua Zhang, Xuechen Chen, Geyong Min, Kaiping Xue, "Securing Image Privacy in Internet-of-Vehicles With a Multiwing Hyperchaotic Memristive Neural Network," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3622741. IEEE Internet of Things Journal. (中科院1区, 2025)
- [35]Zengri Zeng, Xiaoheng Deng, Baokang Zhao,"Causal Grey Wolf Optimization: A Novel Approach to Robust Network Anomaly Detection Amidst Data Redundancy," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3613994. IEEE Internet of Things Journal. (中科院1区, 2025)
- [36]Irshad Ullah, Xiaoheng Deng, Xinjun Pei, Husnain Mushtaq, Muhammad Uzair, Shazib Qayyum, "A Blockchain-Based Federated Learning Framework Against Poisoning Attacks in the Internet of Vehicles," in Computer Networks, doi: 10.1016/j.comnet.2025.111705. Computer Networks. (CCF-B期刊, 2025)
- [37]Chen Chen , Yuanhang Li, Jinna Hu, Ziye Liu , Li Cong, Xiaoheng Deng, Shaohua Wan,"PCD-DB: Enhancing Popular Content Dissemination by Incentivizing V2X Cooperation Among Electric Vehicles Using DAG-Based Blockchain," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2025.3603911. IEEE Transactions on Intelligent Transportation Systems. (中科院1区, 2025)
- [38]Xiaoheng Deng, Sirui Ding, Hairong Lin, Lin Jiang, Hong Sun, Jie Jin,"Privacy-preserving online medical image exchange via hyperchaotic memristive neural networks and DNA encoding," in Neurocomputing, doi: 10.1016/j.neucom.2025.131132. Neurocomputing. (中科院2区, 2025)
- [39]Chunlin Li, Kejun Long, Mengjie Yang, Liang Zhao, Xiaoheng Deng, Denghua Li, Shaohua Wan,"D3QN-TD3-Based User Association and Resource Allocation in ISAC-Aided Vehicular Edge Computing," in ACM Transactions on Sensor Networks, doi: 10.1145/3744711. ACM Transactions on Sensor Networks. (CCF-B期刊, 2025)
- [40]Irshad Ullah,Xiaoheng Deng,Xinjun Pei,Husnain Mushtaq, Zia Khan, "Securing internet of vehicles: a blockchain-based federated learning approach for enhanced intrusion detection," in Cluster Computing, doi: 10.1007/s10586-024-04943-0. Cluster Computing.(JCR 1区, 2025)
