Pattern-Aware Intelligent Anti-Jamming Communication: A Sequential Deep Reinforcement Learning Approach. - Songyi Liu; Yifan Xu 003; Xueqiang Chen; Ximing Wang; Meng Wang 001; Wen Li 008; Yangyang Li; Yuhua Xu 001 (IEEE Access, 2019)

Flexible Channel Access Against Unknown Dynamic Jamming Attack: A Reinforcement Learning Approach. - Songyi Liu; Wen Li 008; Li Cui; Xin Liu 021; Xueqiang Chen; Runfeng Chen; Yangyang Li; Yuhua Xu 001 (ICCC, 2023)

Fight Against Intelligent Reactive Jammer in MEC Networks: A Hierarchical Reinforcement Learning-Based Hybrid Hidden Strategy. - Songyi Liu; Yuhua Xu 001; Yifan Xu 003; Guoxin Li; Xiaokai Zhang; Wenfeng Ma; Taoyi Chen (IEEE Wirel. Commun. Lett., 2024)

Multidimensional Resource Management for Distributed MEC Networks in Jamming Environment: A Hierarchical DRL Approach. - Songyi Liu; Yuhua Xu 001; Guoxin Li; Yifan Xu 003; Xiaokai Zhang; Fanglin Gu; Wenfeng Ma; Taoyi Chen (IEEE Internet Things J., 2024)

Turning Adversity Into Advantage: Robust MCS Selection Utilizing the Uncertainty of Channel Prediction Neural Networks. - Yangyang Li; Yuhua Xu 001; Guoxin Li; Ximing Wang; Yifan Xu 003; Songyi Liu; Lei Yue (IEEE Wirel. Commun. Lett., 2024)

Atom graph, partial Boolean algebra and quantum contextuality. - Songyi Liu; Yongjun Wang; Baoshan Wang; Jian Yan 014; Heng Zhou (Quantum Inf. Process., 2025)

Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer. - Yangyang Li; Yuhua Xu 001; Wen Li 008; Guoxin Li; Zhibing Feng; Songyi Liu; Jiatao Du; Xinran Li (CoRR, 2025)

Distributed Resource Management and Task Scheduling in MEC Networks Against Intelligent Eavesdropping Jammer. - Songyi Liu; Yuhua Xu 001; Ximing Wang; Wen Li 008; Guoxin Li; Yangyang Li; Yuping Gong; Xiaokai Zhang (IEEE Trans. Commun., 2025)