GRIP: Latent Field-Guided Graph Policy for Budget-Constrained Multi-Agent Routing.

Meng Shen Meng Shen 0001 Beijing Institute of Technology, School of Cyberspace Science and Technology, China Shandong University, Jinan, China Tsinghua University, Beijing, China https://orcid.org/0000-0002-1867-0972 https://ieeexplore.ieee.org/author/37085393066 https://www.wikidata.org/entity/Q130811250 Meng Shen 0002 https://scholar.google.com/citations?user=gO7fNPkAAAAJ https://orcid.org/0000-0003-2502-3500 Nanyang Technological University, Singapore University of Science and Technology of China, Hefei, China Meng Shen 0003 Southeast University, National Mobile Communications Research Laboratory, Nanjing, China Yujiao Hu Zuyu Chen Mengjie Lee Jinchao Chen Meng Shen Hailun Zhang Wei Li Yan Pan 0003 GRIP: Latent Field-Guided Graph Policy for Budget-Constrained Multi-Agent Routing. 29495-29503 2026 AAAI https://doi.org/10.1609/aaai.v40i35.40191 conf/aaai/2026 db/conf/aaai/aaai2026.html#HuCLCSZLP26

Meng Shen Xianfu Lei Xiangyun Zhou 0001 George K. Karagiannidis STAR-RIS Assisted Secure MIMO Communication Networks: Transmit Power Minimization for Perfect and Imperfect CSI. 1487-1500 2025 March 73 IEEE Trans. Commun. 3 https://doi.org/10.1109/TCOMM.2024.3430971 db/journals/tcom/tcom73.html#ShenLZK25 streams/journals/tcom

Zihao Huang Xianfu Lei Meng Shen Mingjiang Wu Xingwang Li 0001 George K. Karagiannidis Secrecy Rate Maximization for STAR-RIS-Assisted MIMO Cognitive Radio Networks. 1281-1285 2025 May 14 IEEE Wirel. Commun. Lett. 5 https://doi.org/10.1109/LWC.2025.3529587 db/journals/wcl/wcl14.html#HuangLSWLK25 streams/journals/wcl

Xiaolou Sun Zhibin Quan Feng Zhang Yuntian Li Chunyan Wang Wufei Si Wenhui Ni Runwei Guan Yuan Wu Meng Shen Yongming Huang Dynamic Compact Consensus Tracking for Aerial Robots. 6793-6800 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11128606 conf/icra/2025 db/conf/icra/icra2025.html#SunQZLWSNGWSH25 streams/conf/icra

Meng Shen Baojun Tang Keai Zhang Low carbon operation optimisation strategies for heating, ventilation and air conditioning systems in office buildings. 6781-6800 2024 62 Int. J. Prod. Res. 18 https://doi.org/10.1080/00207543.2024.2325582 db/journals/ijpr/ijpr62.html#ShenTZ24 streams/journals/ijpr

Meng Shen Li Li 0011 Xianfu Lei Robust Beamforming for Active Reconfigurable Intelligent Surface-Aided Secure CR-NOMA Systems. 18748-18754 2024 December 73 IEEE Trans. Veh. Technol. 12 https://doi.org/10.1109/TVT.2024.3435360 db/journals/tvt/tvt73.html#ShenLL24 streams/journals/tvt

Meng Shen Xianfu Lei P. Takis Mathiopoulos Xiaohu Tang 0004 Rose Qingyang Hu Pingzhi Fan Robust Transmission Design for IRS-Aided Secure Cognitive Radio Systems Against Internal Eavesdropping. 17841-17855 2024 December 23 IEEE Trans. Wirel. Commun. 12 https://doi.org/10.1109/TWC.2024.3454473 db/journals/twc/twc23.html#ShenLMTHF24 streams/journals/twc

Yanzuo Lu Meng Shen Andy J. Ma Xiaohua Xie Jian-Huang Lai MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. 3900-3908 2024 AAAI https://doi.org/10.1609/aaai.v38i4.28182 conf/aaai/2024 db/conf/aaai/aaai2024.html#LuSMXL24 Yuehui Fan Baoyao Yang Meng Shen Fei Lyu 0004 Domain Dilation for Single Domain Generalization. 3931-3937 2024 ICIP https://doi.org/10.1109/ICIP51287.2024.10648093 conf/icip/2024 db/conf/icip/icip2024.html#FanYS024 Hongwei Chu Meng Shen Jiawen Peng Andy J. Ma Confidence-guided Source Label Refinement and Class-aware Pseudo-Label Thresholding for Domain-Adaptive Semantic Segmentation. 1-8 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650579 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#ChuSPM24 streams/conf/ijcnn Xiaolou Sun Zhibin Quan Wei Wang Wufei Si Chunyan Wang Yuntian Li Yuan Wu Meng Shen CLAT: Convolutional Local Attention Tracker for Real-time UAV Target Tracking System with Feedback Information. 4912-4919 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801760 conf/iros/2024 db/conf/iros/iros2024.html#SunQWSWLWS24

Yujiao Hu Qingmin Jia Meng Shen Renchao Xie Tao Huang 0005 F. Richard Yu Empowering Computing and Networks Convergence System with Distributed Cooperative Routing. 2024 abs/2402.02381 CoRR https://doi.org/10.48550/arXiv.2402.02381 db/journals/corr/corr2402.html#abs-2402-02381

Guangwu Hu Xi Xiao Meng Shen Bin Zhang 0048 Xia Yan Yunxia Liu TCGNN: Packet-grained network traffic classification via Graph Neural Networks. 106531 2023 123 Eng. Appl. Artif. Intell. Part C https://doi.org/10.1016/j.engappai.2023.106531 db/journals/eaai/eaai123.html#HuXSZYL23

Meng Shen Xianfu Lei P. Takis Mathiopoulos Rose Qingyang Hu Robust Beamforming Design for IRS-Aided Secure Communication Systems Under Complete Imperfect CSI. 8204-8209 2023 June 72 IEEE Trans. Veh. Technol. 6 https://doi.org/10.1109/TVT.2023.3243115 db/journals/tvt/tvt72.html#ShenLMH23

Meng Shen Andy J. Ma Pong C. Yuen E<sup>2</sup>: Entropy Discrimination and Energy Optimization for Source-free Universal Domain Adaptation. 2705-2710 2023 ICME https://doi.org/10.1109/ICME55011.2023.00460 conf/icmcs/2023 db/conf/icmcs/icme2023.html#ShenMY23 Jiaxin Chen Yanxu Hu Meng Shen Andy J. Ma Dual Episodic Sampling and Momentum Consistency Regularization for Unsupervised Few-shot Learning. 2891-2896 2023 ICME https://doi.org/10.1109/ICME55011.2023.00491 conf/icmcs/2023 db/conf/icmcs/icme2023.html#ChenHSM23 Meng Shen Yanzuo Lu Yanxu Hu Andy J. Ma Collaborative Learning of Diverse Experts for Source-free Universal Domain Adaptation. 2054-2065 2023 ACM Multimedia https://doi.org/10.1145/3581783.3612211 conf/mm/2023 db/conf/mm/mm2023.html#ShenLHM23

Yanzuo Lu Meng Shen Andy J. Ma Xiaohua Xie Jian-Huang Lai MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. 2023 abs/2312.07871 CoRR https://doi.org/10.48550/arXiv.2312.07871 db/journals/corr/corr2312.html#abs-2312-07871

Yuxi Ma Meng Shen Nan Zhang Xiaoyao Tong Yuanzhang Li 0001 OM-TCN: A dynamic and agile opponent modeling approach for competitive games. 405-414 2022 615 Inf. Sci. https://doi.org/10.1016/j.ins.2022.08.101 db/journals/isci/isci615.html#MaSZTL22

Junzhi Yang Guohua Cheng Meng Shen Secure fusion of encrypted remote sensing images based on Brovey. 2021 64 Sci. China Inf. Sci. 2 https://doi.org/10.1007/s11432-018-9572-x https://www.wikidata.org/entity/Q114849233 db/journals/chinaf/chinaf64.html#YangCS21

Xiaojiang Du Meng Shen Zheng Chang 0001 Zhao Cao Recent Advances in Security and Privacy for Future Intelligent Networks. 4-5 2020 34 IEEE Netw. 2 https://doi.org/10.1109/MNET.2020.9055729 db/journals/network/network34.html#DuSCC20

Vaithianathan Venkatasubramanian Meng Shen Decentralized estimation of power system dynamic models. 2035-2039 2000 CDC https://doi.org/10.1109/CDC.2000.914091 conf/cdc/2000 db/conf/cdc/cdc2000.html#Venkatasubramanian00 Zhao Cao Zheng Chang 0001 Jiaxin Chen Jinchao Chen Zuyu Chen Guohua Cheng Hongwei Chu Xiaojiang Du Pingzhi Fan Yuehui Fan Runwei Guan Guangwu Hu Rose Qingyang Hu Yanxu Hu Yujiao Hu Tao Huang 0005 Yongming Huang Zihao Huang Qingmin Jia George K. Karagiannidis Jian-Huang Lai Mengjie Lee Xianfu Lei Li Li 0011 Wei Li Xingwang Li 0001 Yuanzhang Li 0001 Yuntian Li YunXia LiuYunxia Liu Yanzuo Lu Fei Lyu 0004 Andy Jinhua MaAndy J. Ma Yuxi Ma P. Takis Mathiopoulos Wenhui Ni Yan Pan 0003 Jiawen Peng Zhibin Quan Wufei Si Xiaolou Sun Baojun Tang Xiaohu Tang 0004 Xiaoyao Tong Vaithianathan Venkatasubramanian Chunyan Wang Wei Wang Mingjiang Wu Yuan Wu Xi Xiao Renchao Xie Xiaohua Xie Xia Yan Baoyao Yang Junzhi Yang F. Richard Yu Pong C. Yuen Bin Zhang 0048 Feng Zhang Hailun Zhang Keai Zhang Nan Zhang Xiangyun Zhou 0001