- [1]本网站论文版权归出版机构所有，论文下载仅限于个人学术研究目的，未经明确授权，禁止任何形式的转载或商业使用，引用或使用论文时需遵循相关学术引用标准，注明原作者和出版机构。欢迎大家一起交流！
- [2]Weishang Wu, Ping Jiang, Xiaoheng Deng, Shaohua Wan, "HAFNet: Hybrid-Stage Collaborative Perception via Agent-Foreground List," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2026.3651733. IEEE Transactions on Intelligent Transportation Systems. (中科院1区, 2026)
- [3]Hairong Lin, Xiaoheng Deng, Yi Zhang, Geyong Min, "A Second-Order Memristor Method to Construct Memristive Neural Networks With Multi-Butterfly and Multi-Scroll Dynamics," in IEEE Transactions on Circuits and Systems I: Regular Papers, doi: 10.1109/TCSI.2026.3663432. IEEE Transactions on Circuits and Systems I: Regular Papers. (中科院1区, 2026)
- [4]Nicanor Mayumu, Xiaoheng Deng, Antoine Bagula, Saif ur Rehman Khan, Patrick Mukala, "V2X-JEPA: Self-Supervised Multi-Agent Joint Embedding Predictive Architecture for Robust Vehicle-to-Everything Perception," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2026.3660030. IEEE Internet of Things Journal. (中科院1区, 2026)
- [5]Huiming Jiang, Xiaoheng Deng, Deng Li, Xinjun Pei, Jinsong Gui, Geyong Min, "Incentive Mechanism for Crowdsensing with User Autonomous Decision-Making Based on Prospect Theory and Ordered Submodularity," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2025.3641839. IEEE Transactions on Mobile Computing. (CCF-A期刊, 2025)
- [6]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)
- [7]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)
- [8]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)
- [9]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)
- [10]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)
- [11]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)
- [12]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)
- [13]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)
- [14]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)
- [15]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)
- [16]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)
- [17]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)
- [18]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)
- [19]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)
- [20]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)