Songyi Liu

15 papers C 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Improved Quasi-Physical Dynamic Algorithm for Efficient Circular Coverage in Arbitrary Convex.
CoRR
Zeping Yi, Yongjun Wang, Baoshan Wang, Songyi Liu
2026 J jnl
Anti-Jamming Resource Allocation in Air-Terrestrial Integrated Networks: A Hierarchical Game-Theoretic MADRL Approach.
IEEE Trans. Cogn. Commun. Netw.
Jiatao Du, Yifan Xu, Songyi Liu, Hao Han, Hui Tian, Zhibin Feng, Haichao Wang, Yuhua Xu
2026 J jnl
Deep Learning-Enhanced Anti-Jamming Decoder for OTFS Systems: A CNN Bi-LSTM Hybrid Approach.
IEEE Trans. Cogn. Commun. Netw.
Yangyang Li, Yuhua Xu, Guoxin Li, Songyi Liu, Wenhui Liu, Jiachen Hu
2026 J jnl
MEBM-Phoneme: Multi-scale Enhanced BrainMagic for End-to-End MEG Phoneme Classification.
CoRR
Jinghua Liang, Zifeng Zhang, Songyi Liu, Linze Zheng
2026 J jnl
MEBM-Speech: Multi-scale Enhanced BrainMagic for Robust MEG Speech Detection.
CoRR
Songyi Liu, Linze Zheng, Jinghua Liang, Zifeng Zhang
2025 J jnl
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach Against Moving Reactive Jammer.
IEEE Trans. Commun.
Yangyang Li, Yuhua Xu, Wen Li, Guoxin Li, Zhibin Feng, Songyi Liu, Jiatao Du, Xinran Li
2025 J jnl
Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer.
CoRR
Yangyang Li, Yuhua Xu, Wen Li, Guoxin Li, Zhibing Feng, Songyi Liu, Jiatao Du, Xinran Li
2025 J jnl
Atom graph, partial Boolean algebra and quantum contextuality.
Quantum Inf. Process.
Songyi Liu, Yongjun Wang, Baoshan Wang, Jian Yan, Heng Zhou
2025 J jnl
Distributed Resource Management and Task Scheduling in MEC Networks Against Intelligent Eavesdropping Jammer.
IEEE Trans. Commun.
Songyi Liu, Yuhua Xu, Ximing Wang, Wen Li, Guoxin Li, Yangyang Li, Yuping Gong, Xiaokai Zhang
2025 — conf
LLM-based Textualization from Illustrated Path Diagram.
HICSS
Ryosuke Saga, Songyi Liu
2024 J jnl
Fight Against Intelligent Reactive Jammer in MEC Networks: A Hierarchical Reinforcement Learning-Based Hybrid Hidden Strategy.
IEEE Wirel. Commun. Lett.
Songyi Liu, Yuhua Xu, Yifan Xu, Guoxin Li, Xiaokai Zhang, Wenfeng Ma, Taoyi Chen
2024 J jnl
Multidimensional Resource Management for Distributed MEC Networks in Jamming Environment: A Hierarchical DRL Approach.
IEEE Internet Things J.
Songyi Liu, Yuhua Xu, Guoxin Li, Yifan Xu, Xiaokai Zhang, Fanglin Gu, Wenfeng Ma, Taoyi Chen
2024 J jnl
Turning Adversity Into Advantage: Robust MCS Selection Utilizing the Uncertainty of Channel Prediction Neural Networks.
IEEE Wirel. Commun. Lett.
Yangyang Li, Yuhua Xu, Guoxin Li, Ximing Wang, Yifan Xu, Songyi Liu, Lei Yue
2023 C conf
Flexible Channel Access Against Unknown Dynamic Jamming Attack: A Reinforcement Learning Approach.
ICCC
Songyi Liu, Wen Li, Li Cui, Xin Liu, Xueqiang Chen, Runfeng Chen, Yangyang Li, Yuhua Xu
2019 J jnl
Pattern-Aware Intelligent Anti-Jamming Communication: A Sequential Deep Reinforcement Learning Approach.
IEEE Access
Songyi Liu, Yifan Xu, Xueqiang Chen, Ximing Wang, Meng Wang, Wen Li, Yangyang Li, Yuhua Xu