[1]      Huasen He; Yue Ren; Junjun Li; Xiaofeng Jiang*; Yunpeng Hou; Shuangwu Chen; Jian Yang, Hop-by-hop Redundancy-guaranteed Adaptive Coding for Enhancing Transmission Reliability of UAV Networks, IEEE Transactions on Communications, Early Access, 27 January 2025

[2]      Xun Liu; Jian Yang; Shuangwu Chen; Huasen He; Xiaofeng Jiang*, PRFL: Achieving Efficient Robust Aggregation in Privacy-Preserving Federated Learning, IEEE Transactions on Network and Service Management, Early Access, 09 December 2024

[3]      Zhi Ling; Xiaofeng Jiang*; Xiaobin Tan; Huasen He; Shiyin Zhu; Jian Yang, Joint Dynamic Data and Model Parallelism for Distributed Training of DNNs Over Heterogeneous Infrastructure, IEEE Transactions on Parallel and Distributed Systems, Volume: 36, Issue: 2, 150-167, 2025, 27 November 2024

[4]      Xiaofeng Jiang, Qianbao Shi, Hengkun Miao, Wanqin Cao, Huasen He*, Shuangwu Chen, Jian Yang, Credible Link Flooding Attack Detection and Mitigation: A Blockchain-Based Approach, IEEE Transactions on Network and Service Management, vol. 21, no. 3, pp. 3537-3554, 23 January 2024.

[5]      Xiaofeng Jiang, Yunhui Huang, Junjun Li, Huasen He*, Shuangwu Chen, Feng Yang and Jian Yang, Spatio-temporal Routing, Redundant Coding and Multipath Scheduling for Deterministic Satellite Network Transmission, IEEE Transactions on Communications, vol. 71, no. 5, pp. 2860-2875, 2023.

[6]      Jian Yang, Xun Liu, Xiaofeng Jiang*, Yaohui Zhang, Shuangwu Chen, and Huasen He, Toward Trusted Unmanned Aerial Vehicle Swarm Networks: A Blockchain-Based Approach, IEEE Vehicular Technology Magazine, vol. 18, no. 2, pp. 98-108, 2023.

[7]      Xiaofeng Jiang, Xiaodong Wang, Jian Yang*, Shuangwu Chen, Xi Qin, Faster TKD: Towards lightweight decomposition for large-scale tensors with randomized block sampling, IEEE Transactions on Knowledge Data Engineering, vol. 35, no. 8, pp. 7966-7979, 01 August 2023.

[8]      Wenzhe Zhang, Wenxuan Yang, Xiaofeng Jiang*, Xi Qin*, Jian Yang, Jiangfeng Du, Two-Stage Intelligent Multi-Type Artifact Removal for Single-Channel EEG Settings: A GRU Autoencoder based Approach, IEEE Transactions on Biomedical Engineering, vol. 69, no. 10, pp. 3142-3154, Oct. 2022.

[9]      Yunhui Huang, Xiaofeng Jiang*, Shuangwu Chen, Feng Yang, and Jian Yang, Pheromone Incentivized Intelligent Multipath Traffic Scheduling Approach for LEO Satellite Networks, IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 5889-5902, 2022.

[10]  Jian Yang, Qi Zhang, Xiaofeng Jiang*, Shuangwu Chen, and Feng Yang, Poirot: Causal Correlation Aided Semantic Analysis for Advanced Persistent Threat Detection, IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 5, pp. 3546-3563, Sep. 2022.

[11]  Xiaofeng Jiang, Feng Zhou, Shuangwu Chen, Huasen He, Jian Yang*, Jamming Resilient Tracking Using POMDP-based Detection of Hidden Targets, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 983-998, 28 September 2020.

[12]  Xiaofeng Jiang, Shuangwu Chen, Jian Yang*, Han Hu, Zhenliang Zhang, Finding the Equilibrium for Continuous Constrained Markov Games under the Average Criteria, IEEE Transactions on Automatic Control, 65(12), pp. 5399-5406, 28 January 2020.

[13]  Xiaofeng Jiang, Jian Yang, Xiaobin Tan and Hongsheng Xi, Observation-based Optimization for POMDPs with Continuous State, Observation and Action Spaces, IEEE Transactions on Automatic Control, 64(5), pp. 2045-2052, May 2019.

[14]  Xiaofeng Jiang, Xiaodong Wang, Hongsheng Xi and Falin Liu, Centralized Optimization for Dec-POMDPs under the Expected Average Reward Criterion, IEEE Transactions on Automatic Control, 62(11), pp. 6032-6038, Nov 2017.

[15]  Xiaofeng Jiang, Xiaodong Wang and Hongsheng Xi, Finding Optimal Polices for Wideband Spectrum Sensing Based on Constrained POMDP Framework, IEEE Transactions on Wireless Communications, 16(8), pp. 5311-5324, Aug 2017.

[16]  Xiaofeng Jiang, Hongsheng Xi, Xiaodong Wang and Falin Liu, Finding Optimal Observation-based Policies for Constrained POMDPs under the Expected Average Reward Criterion, IEEE Transactions on Automatic Control, 61(10), pp. 3070-3075, Oct 2016.

[17]  Fengrui Xiao, Shuangwu Chen, Jian Yang, Huasen He, Xiaofeng Jiang, Xiaobin Tan, Dong Jin, GRAIN: Graph neural network and reinforcement learning aided causality discovery for multi-step attack scenario reconstruction, Computers & Security, Volume 148, January 2025, 104180

[18]  Enrui Zhang, Wenzhe Zhang, Xiaofeng Jiang and Xi Qin, Deep-neural-network-based magnetic-field acquisition method for quantum sensing with nitrogen-vacancy centers, Phys. Rev. A 110, 052417, 12 November, 2024

[19]  Huasen He; Kaixuan Sun; Shuangwu Chen; Xiaofeng Jiang; Rangang Zhu; Jian Yang, Deep Reinforcement Learning Based Routing for Non-Cooperative Multi-Flow Games in Dynamic AANETs, IEEE Transactions on Vehicular Technology, Volume: 73, Issue: 12, 2024, Page(s): 19495 – 19510, 09 August 2024

[20]  Shuangwu Chen; Qifeng Yuan; Jiangming Li; Huasen He; Sen Li; Xiaofeng Jiang; Jian Yang, Graph neural network aided deep reinforcement learning for microservice deployment in cooperative edge computing, IEEE Transactions on Services Computing, DOI:10.1109/TSC.2024.3417241. (Early Access) 21 June 2024

[21]  Huasen He; Wenke Yuan; Yunpeng Hou; Shuangwu Chen; Xiaofeng Jiang; Rangang Zhu; Jian Yang, Onboard Processing-Aided Transmission Delay Minimization for LEO Satellite Networks, IEEE Transactions on Communications, Volume: 72, Issue: 11, 2024, Page(s): 7047 – 7062, 28 May 2024

[22]  Huasen He; Wenke Yuan; Shuangwu Chen; Xiaofeng Jiang; Feng Yang; Jian Yang, Deep Reinforcement Learning Based Distributed 3D UAV Trajectory Design, IEEE Transactions on Communications, Volume: 72, Issue: 6, Page(s): 3736 – 3751, 05 February 2024.

[23]  Yunpeng Hou; Huasen He; Xiaofeng Jiang; Shuangwu Chen; Jian Yang, Deep-Reinforcement-Learning-Aided Loss-Tolerant Congestion Control for 6LoWPAN Networks, IEEE Internet of Things Journal, vol. 10, no. 21, pp. 19125-19140, 2023

[24]  Huasen He, Changkun Qin, Shuangwu Chen, Xiaofeng Jiang, Jian Yang, Lajos Hanzo, Sparse Bandit Learning Based Location Management for Space-Ground Integrated Networks, IEEE Transactions on Vehicular Technology, vol. 72, no. 8, pp. 10314 - 10329, 17 March 2023.

[25]  Jian Yang, Qifeng Yuan, Shuangwu Chen, Huasen He, Xiaofeng Jiang, and Xiaobin Tan, Cooperative Task Offloading for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning, IEEE Transactions on Network and Service Management, vol. 20, no. 3, pp. 3205-3219, 03 February 2023.

[26]  Jin Dong, Shuangwu Chen, Xiaofeng Jiang, Siyu Cheng, Jian Yang, Federated Incremental Learning based Evolvable Intrusion Detection System for Zero-Day Attacks, IEEE Network, vol. 37, no. 1, pp. 125-132, 27 April 2023.

[27]  Huasen He, Yunpeng Hou, Jian Yang, Xiaofeng Jiang, Shuangwu Chen, and Hanzo Lajos, Towards Reliable Space-Ground Integrated Networks: From System-level Design to Implementation, IEEE Network, pp. 1-7, 23 November 2022.

[28]  Jian Yang, Kaixuan Sun, Huasen He, Xiaofeng Jiang, Shuangwu Chen, Dynamic Virtual Topology Aided Networking and Routing for Aeronautical Ad-hoc Networks, IEEE Transactions on Communications, vol. 7, no. 7, pp. 4702-4716, 2022.

[29]  Xiaobin Tan, Lei Xu, Jiawei Ni, Simin Li, Xiaofeng Jiang, Quan Zheng, Game Theory Based Dynamic Adaptive Video Streaming for Multi-client over NDN, IEEE Transactions on Multimedia, vol. 24, pp. 3491-3505, 2022.

[30]  Quan Zheng, Tao Yang, Yuanzhi Kan, Xiaobin Tan, Jian Yang, Xiaofeng Jiang, On the Analysis of Cache Invalidation With LRU Replacement, IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 3, pp. 654-666, 2021.

[31]  Jian Yang, Xiang Chen, Shuangwu Chen, Xiaofeng Jiang, Xiaobin Tan, Conditional Variational Auto-Encoder and Extreme Value Theory Aided Two-stage Learning Approach for Intelligent Fine-grained Known/Unknown Intrusion Detection, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3538-3553, 2021.

[32]  Shuangwu Chen, Zhen Yao, Xiaofeng Jiang, Jian Yang and Hanzo Lajos, Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks, IEEE Transactions on Communications, vol. 69, no. 4, pp. 2441-2456, Apr. 2021.

[33]  Jian Yang, Dezheng Li, Xiaofeng Jiang, Shuangwu Chen, and Lajos Hanzo, Enhancing the Resilience of Low Earth Orbit Remote Sensing Satellite Networks, IEEE Network, vol. 34, no. 4, pp. 304-311, 2020.

[34]  Jian Yang, Peng Si, Zilei Wang, Xiaofeng Jiang, Lajos Hanzo, Dynamic Resource Allocation and Layer Selection for Scalable Video Streaming in Femtocell Networks: A Twin-Time-Scale Approach, IEEE Transactions on Communications, 66(8), pp. 3455-3470, Aug 2018.