Lagrangian-Augmented Learning for Stochastic Age of Accurate Semantic Information Minimization in Mobile Edge Computing Systems.

Lanhua Li https://orcid.org/0000-0002-9403-3983

Jialin Zhuang Lanhua Li Yusi Long Bo Gu 0003 Changyan Yi Shimin Gong Lagrangian-Augmented Learning for Stochastic Age of Accurate Semantic Information Minimization in Mobile Edge Computing Systems. 2026 5351-5366 12 IEEE Trans. Cogn. Commun. Netw. https://doi.org/10.1109/TCCN.2026.3657116 db/journals/tccn/tccn12.html#ZhuangLLGYG26 streams/journals/tccn

Lanhua Li Xiaoxia Huang 0004 Xiaoyang He Shimin Gong Wanquan Liu Yuguang Fang OnMAXFlow: Link-Aware Online Maximum Flow for Hybrid Ambient Backscatter Wireless Networks. 2026 July 10274-10289 25 IEEE Trans. Mob. Comput. 7 https://doi.org/10.1109/TMC.2026.3664700 db/journals/tmc/tmc25.html#LiHHGLF26 streams/journals/tmc

Che Chen Shimin Gong Bo Gu 0003 Lanhua Li Zhi Liu 0002 Nguyen Cong Luong 0001 Dusit Niyato Learning RIS-Assisted Hybrid NOMA Transmissions for Capacity Maximization in Wireless-Powered Networks. 1492-1506 2026 January 75 IEEE Trans. Veh. Technol. 1 https://doi.org/10.1109/TVT.2025.3597318 db/journals/tvt/tvt75.html#ChenGGLLLN26 streams/journals/tvt

Che Chen Lanhua Li Shimin Gong Yu Zhao Yuming Fang Dusit Niyato Spatio-Temporal Attention Enhanced Multi-Agent DRL for UAV-Assisted Wireless Networks with Limited Communications. 2026 March abs/2603.21594 CoRR https://doi.org/10.48550/arXiv.2603.21594 db/journals/corr/corr2603.html#abs-2603-21594 streams/journals/corr

Defeng Zhou Lanhua Li Shimin Gong Bo Gu 0003 Gaojie Chen 0001 Dusit Niyato Learning Adaptive Jamming and Beamforming for Hybrid IRS-Assisted Secure NOMA Transmissions. 12235-12247 2025 November 73 IEEE Trans. Commun. 11 https://doi.org/10.1109/TCOMM.2025.3568191 db/journals/tcom/tcom73.html#ZhouLGGCN25 streams/journals/tcom

Xiaoyang He Xiaoxia Huang 0004 Lanhua Li Contextual Bandits With Non-Stationary Correlated Rewards for User Association in mmWave Vehicular Networks. 7965-7979 2025 September 24 IEEE Trans. Mob. Comput. 9 https://doi.org/10.1109/TMC.2025.3552717 db/journals/tmc/tmc24.html#HeHL25 streams/journals/tmc

Ziqi Lin Xu Zhang 0088 Shimin Gong Lanhua Li Zhou Su 0001 Bo Gu 0003 Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks. 3283-3295 2025 February 74 IEEE Trans. Veh. Technol. 2 https://doi.org/10.1109/TVT.2024.3477985 db/journals/tvt/tvt74.html#LinZGLSG25 streams/journals/tvt

Weiran Luo Xiaoxia Huang 0004 Lanhua Li RISs-Enabled Separation of Multi-User Collided Signals in IQ Domain Based on Two-Stage Online Optimization. 6406-6418 2025 April 74 IEEE Trans. Veh. Technol. 4 https://doi.org/10.1109/TVT.2024.3510372 db/journals/tvt/tvt74.html#LuoHL25 streams/journals/tvt

Songhan Zhao Shimin Gong Bo Gu 0003 Lanhua Li Bin Lyu Dinh Thai Hoang Changyan Yi Exploiting NOMA Transmissions in Multi-UAV-Assisted Wireless Networks: From Aerial-RIS to Mode-Switching UAVs. 2530-2544 2025 March 24 IEEE Trans. Wirel. Commun. 3 https://doi.org/10.1109/TWC.2024.3522249 db/journals/twc/twc24.html#ZhaoGGLLHY25 streams/journals/twc

Yusi Long Shimin Gong Sumei Sun Gary C. F. Lee Lanhua Li Dusit Niyato Lyapunov-Guided Deep Reinforcement Learning for Semantic-Aware AoI Minimization in UAV-Assisted Wireless Networks. 6351-6364 2025 August 24 IEEE Trans. Wirel. Commun. 8 https://doi.org/10.1109/TWC.2025.3552809 db/journals/twc/twc24.html#LongGSLLN25 streams/journals/twc

Jieting Yuan Lanhua Li Shimin Gong Bo Gu 0003 Feng Li 0008 Digital Twin Enabled Simultaneous Learning and Modeling for UAV-Assisted Secure Wireless Sensing in Unknown Environment. 1524-1529 2025 ICC https://doi.org/10.1109/ICC52391.2025.11161977 conf/icc/2025 db/conf/icc/icc2025.html#YuanLGGL25 streams/conf/icc Wei Feng Jing Xu 0005 Xiao Huang Lanhua Li Wei Liu 0004 Optimizing Value of Information for Simultaneous Energy Replenishment and Data Collection in AUV-Assisted UWSNs. 1536-1541 2025 ICC https://doi.org/10.1109/ICC52391.2025.11161211 conf/icc/2025 db/conf/icc/icc2025.html#FengXHLL25 streams/conf/icc Chengyi Deng Yusi Long Lanhua Li Jing Xu 0005 Bo Gu 0003 Shimin Gong Model-Aided Deep Reinforcement Learning for Fast RAW Parameter Adaptation in Wi-Fi Halow Networks. 3815-3820 2025 ICC https://doi.org/10.1109/ICC52391.2025.11161148 conf/icc/2025 db/conf/icc/icc2025.html#DengLLXGG25 streams/conf/icc Zelong Li Shimin Gong Lanhua Li Bin Lyu Feng Li 0008 Dusit Niyato CPLoRa: Parallel LoRa Backscatter Communications Compatible with Commodity LoRa Receivers. 1-5 2025 VTC2025-Fall https://doi.org/10.1109/VTC2025-Fall65116.2025.11310535 conf/vtc/2025f db/conf/vtc/vtc2025f.html#LiGLLLN25 streams/conf/vtc Hongyi Zheng Che Chen Bo Gu 0003 Lanhua Li Bin Lyu Shimin Gong Experience-Driven Spatial-Temporal Graph Attention for Clustering IoT Traffic in Wireless Networks. 1-5 2025 VTC2025-Fall https://doi.org/10.1109/VTC2025-Fall65116.2025.11310487 conf/vtc/2025f db/conf/vtc/vtc2025f.html#ZhengCGLLG25 streams/conf/vtc Yusi Long Gary C. F. Lee Lanhua Li Shimin Gong Sumei Sun Dusit Niyato Semantic Pre-Extraction for Energy-Efficient AoI Minimization in UAV-Assisted Wireless Networks. 1-6 2025 WCNC https://doi.org/10.1109/WCNC61545.2025.10978137 conf/wcnc/2025 db/conf/wcnc/wcnc2025.html#LongLLGSN25

Songhan Zhao Yusi Long Lanhua Li Bo Gu 0003 Shimin Gong Zehui Xiong Joint Traffic Reshaping and Channel Reconfiguration in RIS-assisted Semantic NOMA Communications. 2025 July abs/2507.09270 CoRR https://doi.org/10.48550/arXiv.2507.09270 db/journals/corr/corr2507.html#abs-2507-09270 streams/journals/corr

Lanhua Li Guolin Chen Xiaoxia Huang 0004 Jinbei Zhang Jiannong Cao 0001 Meta-BackCom: Hybrid Reflect-Decode-Forward Online Relaying in Metasurface-Enhanced Backscatter Networks. 146-153 2024 May 38 IEEE Netw. 3 https://doi.org/10.1109/MNET.107.2200623 db/journals/network/network38.html#LiCHZC24

Xiaojun Jiang Shimin Gong Chengyi Deng Lanhua Li Bo Gu 0003 Deep Reinforcement Learning for Optimizing Restricted Access Window in IEEE 802.11ah MAC Layer. 3031 2024 May 24 Sensors 10 https://doi.org/10.3390/s24103031 db/journals/sensors/sensors24.html#JiangGDLG24

Ziqi Lin Xu Zhang 0088 Hai Chen Lanhua Li Shimin Gong Bo Gu 0003 Matching-Driven Deep Reinforcement Learning for Improving Energy Efficiency in LoRa Networks. 3340-3345 2024 GLOBECOM https://doi.org/10.1109/GLOBECOM52923.2024.10900995 conf/globecom/2024 db/conf/globecom/globecom2024.html#LinZCLGG24 Defeng Zhou Shimin Gong Lanhua Li Bo Gu 0003 Mohsen Guizani Deep Reinforcement Learning for IRS-assisted Secure NOMA Transmissions Against Eavesdroppers. 1236-1241 2024 IWCMC https://doi.org/10.1109/IWCMC61514.2024.10592541 conf/iwcmc/2024 db/conf/iwcmc/iwcmc2024.html#ZhouGLGG24 Zesong Fan Shimin Gong Yusi Long Lanhua Li Bo Gu 0003 Nguyen Cong Luong 0001 Delay-Tolerant Multi-Agent DRL for Trajectory Planning and Transmission Control in UAV-Assisted Wireless Networks. 1-5 2024 VTC Spring https://doi.org/10.1109/VTC2024-Spring62846.2024.10683468 conf/vtc/2024s db/conf/vtc/vtc2024s.html#FanGLLGL24 streams/conf/vtc

Ziqi Lin Xu Zhang 0088 Shimin Gong Lanhua Li Zhou Su 0001 Bo Gu 0003 Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks. 2024 abs/2407.13076 CoRR https://doi.org/10.48550/arXiv.2407.13076 db/journals/corr/corr2407.html#abs-2407-13076 streams/journals/corr

Yusi Long Shimin Gong Sumei Sun Gary Lee Lanhua Li Dusit Niyato Lyapunov-guided Deep Reinforcement Learning for Semantic-aware AoI Minimization in UAV-assisted Wireless Networks. 2024 abs/2409.13580 CoRR https://doi.org/10.48550/arXiv.2409.13580 db/journals/corr/corr2409.html#abs-2409-13580 streams/journals/corr

Xiaoyang He Xiaoxia Huang 0004 Lanhua Li Contextual Bandits with Non-Stationary Correlated Rewards for User Association in MmWave Vehicular Networks. 2024 abs/2410.05785 CoRR https://doi.org/10.48550/arXiv.2410.05785 db/journals/corr/corr2410.html#abs-2410-05785 streams/journals/corr

Songhan Zhao Shimin Gong Bo Gu 0003 Lanhua Li Bin Lyu Dinh Thai Hoang Changyan Yi Exploiting NOMA Transmissions in Multi-UAV-assisted Wireless Networks: From Aerial-RIS to Mode-switching UAVs. 2024 abs/2412.20484 CoRR https://doi.org/10.48550/arXiv.2412.20484 db/journals/corr/corr2412.html#abs-2412-20484 streams/journals/corr

Xiaoyang He Xiaoxia Huang 0004 Lanhua Li Modeling blockages and link dependency in millimeter wave communication networks using Matérn Hard-Core Point Process. 102131 2023 October 60 Phys. Commun. https://doi.org/10.1016/j.phycom.2023.102131 db/journals/phycomm/phycomm60.html#HeHL23

Lanhua Li Xiaoxia Huang 0004 Yuguang Fang Hierarchical Multiple Access for Spectrum-Energy Opportunistic Ambient Backscatter Wireless Networks. 4648-4663 2023 August 22 IEEE Trans. Mob. Comput. 8 https://doi.org/10.1109/TMC.2022.3158618 db/journals/tmc/tmc22.html#LiHF23

Lanhua Li Xiaoxia Huang 0004 Promoting Energy Efficiency and Proportional Fairness in Densely Deployed Backscatter-Aided Networks. 10518-10530 2021 8 IEEE Internet Things J. 13 https://doi.org/10.1109/JIOT.2020.3048403 db/journals/iotj/iotj8.html#LiH21

Lanhua Li Xiaoxia Huang 0004 Xuming Fang Yuguang Fang Efficient Hierarchical Multiple Access for Ambient Backscatter Wireless Networks. 1-6 2019 GLOBECOM https://doi.org/10.1109/GLOBECOM38437.2019.9013547 conf/globecom/2019 db/conf/globecom/globecom2019.html#LiHFF19 Lanhua Li Xiaoxia Huang 0004 Shimin Gong Robust Cooperative Routing for Ambient Backscatter Wireless Sensor Networks. 1-6 2017 GLOBECOM https://doi.org/10.1109/GLOCOM.2017.8253954 conf/globecom/2017 db/conf/globecom/globecom2017.html#LiHG17 Jiannong Cao 0001 Che Chen Gaojie Chen 0001 Guolin Chen Hai Chen Chengyi Deng Zesong Fan Xuming Fang Yuguang Fang Yuming Fang Wei Feng Shimin Gong Bo Gu 0003 Mohsen Guizani Xiaoyang He Dinh Thai Hoang Xiao Huang Xiaoxia Huang 0004 Xiaojun Jiang Gary Lee Gary C. F. Lee Feng Li 0008 Zelong Li Ziqi Lin Wanquan Liu Wei Liu 0004 Zhi Liu 0002 Yusi Long Weiran Luo Nguyen Cong Luong 0001 Bin Lyu Dusit Niyato Zhou Su 0001 Sumei Sun Zehui Xiong Jing Xu 0005 Changyan Yi Jieting Yuan Jinbei Zhang Xu Zhang 0088 Songhan Zhao Yu Zhao Hongyi Zheng Defeng Zhou Jialin Zhuang