JR
Jinke Ren
cs.ITmath.ITeess.SPcs.LGcs.AIcs.CVcs.NIcs.CRcs.ROArtificial Intelligence
On Valency
published · living versionsW_4wcaa4ee·v1 · currentpublished
Fluid Antennas Enabled UAV Communication Systems: Fundamentals, Challenges, and Future Directions
with Wenchao Liu, Weijie Yuan, Jun Wu, Xuhui Zhang +1
1 version
W_eq74qz52·v1published
Preprints & journals
47 papers in the corpus · 2017–2026SemVideoSte: Agentic AI for Cross-Modal Semantic Video Steganography Communication2610.25257v1 · Rui Meng, Song Gao, Tingting Zhu et al.2026 · 0 citationsarXivon Valency
LLM-Guided Dual-Stage Latency Optimization for Closed-Loop 6G V2I Digital Twins2610.22848v1 · Liu Cao, Peide Li, Yuan Yang et al.2026 · 0 citationsarXiv
Logit-Aware MIMO AirComp for Distributed Mixture-of-Experts LLM Inference over Wireless Edge Networks2610.03741v1 · Lyutianyang Zhang, Yunjian Jia, Liu Cao et al.2026 · 0 citationsarXiv
ReFPO: Reflow Regularization for Flow Matching Policy Gradients2606.21086v1 · Ge Wang, Yibo Peng, Fan Feng et al.2026 · 0 citationsarXiv
Annotation-Free Indoor Radio Mapping via Physics-Informed Trajectory Inference2605.11037v1 · Zheng Xing, Mengru Wu, Yi Zhang et al.2026 · 0 citationsarXiv
Survey-Free Radio Map Construction via HMM-Based Coarse-to-Fine Inference2605.11038v1 · Zheng Xing, Weibing Zhao, Guanghui Zhang et al.2026 · 0 citationsarXiv
Movable-Antenna Enabled Robust Vehicular Consumer Networks Under Imperfect CSI2604.17791v1 · Xuhui Zhang, Chunjie Wang, Wenchao Liu et al.2026 · 1 citationarXiv
SVLL: Staged Vision-Language Learning for Physically Grounded Embodied Task Planning2603.11563v1 · Yuyuan Yang, Junkun Hong, Hongrong Wang et al.2026 · 0 citationsarXiv
From pretraining to privacy: federated ultrasound foundation model with self-supervised learning.41272022 · Jiang, Yuncheng, Feng, Chun-Mei, Ren, Jinke et al.2025 · 19 citationsNPJ digital medicine. 2025;8(1):714
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning2509.23683v1 · Danni Yang, Zhikang Chen, Sen Cui et al.2025 · 2 citationsarXiv
UAV-Enabled Fluid Antenna Systems for Multi-Target Wireless Sensing over LAWCNs2509.22497v2 · Xuhui Zhang, Wenchao Liu, Chunjie Wang et al.2025 · 3 citationsarXiv
UAV-Enabled ISAC with Fluid Antennas for Low-Altitude Wireless Networks2509.21105v2 · Wenchao Liu, Xuhui Zhang, Jinke Ren et al.2025 · 2 citationsarXiv
RSMA-Enhanced Data Collection in RIS-Assisted Intelligent Consumer Transportation Systems2509.09644v1 · Chunjie Wang, Xuhui Zhang, Wenchao Liu et al.2025 · 2 citationsarXiv
MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition2508.16922v2 · Yudong Hu, Yueju Han, Rui Sun et al.2025 · 0 citationsarXiv
Joint Beamforming Design for RIS-Empowered NOMA-ISAC Systems2508.13842v1 · Chunjie Wang, Xuhui Zhang, Jinke Ren et al.2025 · 0 citationsarXiv
Movable-Antenna Empowered AAV-Enabled Data Collection over Low-Altitude Wireless Networks2507.15515v1 · Xuhui Zhang, Wenchao Liu, Jinke Ren et al.2025 · 10 citationsarXiv
Fluid Antenna Systems Meet Low-Altitude Wireless Networks: Fundamentals, Opportunities, and Future Directions2506.13250v2 · Wenchao Liu, Xuhui Zhang, Chunjie Wang et al.2025 · 6 citationsarXiv
Coordinated Beamforming for RIS-Empowered ISAC Systems over Secure Low-Altitude Networks2505.24804v1 · Chunjie Wang, Xuhui Zhang, Wenchao Liu et al.2025 · 0 citationsarXiv
Full-Duplex Integrated Sensing, Communication, and Computation over Low-Altitude Wireless Networks2504.18143v2 · Yiyang Chen, Wenchao Liu, Xuhui Zhang et al.2025 · 6 citationsarXiv
Achieving flexible fairness metrics in federated medical imaging.40199877 · Xing, Huijun, Sun, Rui, Ren, Jinke et al.2025 · 32 citationsNature communications. 2025;16(1):3342
Empowering Large Language Models with 3D Situation Awareness2503.23024v1 · Zhihao Yuan, Yibo Peng, Jinke Ren et al.2025 · 4 citationsarXiv
CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments2503.00729v1 · Mingcong Lei, Ge Wang, Yiming Zhao et al.2025 · 0 citations2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 21048-21054, 2025
STMA: A Spatio-Temporal Memory Agent for Long-Horizon Embodied Task Planning2502.10177v2 · Mingcong Lei, Yiming Zhao, Ge Wang et al.2025 · 0 citationsarXiv
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model2412.20820v1 · Runtao Ren, Yinyu Wu, Xuhui Zhang et al.2024 · 0 citationsarXiv
Adaptive Pruning for Large Language Models with Structural Importance Awareness2412.15127v1 · Haotian Zheng, Jinke Ren, Yushan Sun et al.2024 · 3 citationsarXiv
Generative Semantic Communication: Architectures, Technologies, and Applications2412.08642v1 · Jinke Ren, Yaping Sun, Hongyang Du et al.2024 · 21 citationsarXiv
Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation2412.07428v2 · Xuhui Zhang, Wenchao Liu, Jinke Ren et al.2024 · 20 citationsarXiv
Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access2412.04002v3 · Yinyu Wu, Xuhui Zhang, Yingchao Jiao et al.2024 · 1 citationarXiv
Generative Semantic Communication for Joint Image Transmission and Segmentation2411.18005v2 · Weiwen Yuan, Jinke Ren, Chongjie Wang et al.2024 · 8 citationsarXiv
Generative Semantic Communication for Text-to-Speech Synthesis2410.03459v1 · Jiahao Zheng, Jinke Ren, Peng Xu et al.2024 · 3 citationsarXiv
Energy-Efficient Multi-UAV-Enabled MEC Systems over Space-Air-Ground Integrated Networks2409.14782v3 · Wenchao Liu, Xuhui Zhang, Chunjie Wang et al.2024 · 1 citationarXiv
UAV-Enabled Data Collection for IoT Networks via Rainbow Learning2409.14521v2 · Yingchao Jiao, Xuhui Zhang, Wenchao Liu et al.2024 · 0 citationsarXiv
Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning2408.02047v2 · Yinyu Wu, Xuhui Zhang, Jinke Ren et al.2024 · 14 citationsarXiv
Movable-Antenna Array Empowered ISAC Systems for Low-Altitude Economy2406.07374v2 · Ziming Kuang, Wenchao Liu, Chunjie Wang et al.2024 · 48 citationsarXiv
UAV-Enabled Wireless Networks with Movable-Antenna Array: Flexible Beamforming and Trajectory Design2405.20746v2 · Wenchao Liu, Xuhui Zhang, Huijun Xing et al.2024 · 70 citationsarXiv
Joint Signal Detection and Automatic Modulation Classification via Deep Learning2405.00736v1 · Huijun Xing, Xuhui Zhang, Shuo Chang et al.2024 · 39 citationsarXiv
Instance-free Text to Point Cloud Localization with Relative Position Awareness2404.17845v1 · Lichao Wang, Zhihao Yuan, Jinke Ren et al.2024 · 0 citationsarXiv
Blockchain-enabled Trustworthy Federated Unlearning2401.15917v1 · Yijing Lin, Zhipeng Gao, Hongyang Du et al.2024 · 3 citationsarXiv
Scalable Federated Unlearning via Isolated and Coded Sharding2401.15957v1 · Yijing Lin, Zhipeng Gao, Hongyang Du et al.2024 · 9 citationsarXiv
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding2311.15383v2 · Zhihao Yuan, Jinke Ren, Chun-Mei Feng et al.2023 · 36 citationsarXiv
Knowledge Base Enabled Semantic Communication: A Generative Perspective2311.12443v2 · Jinke Ren, Zezhong Zhang, Jie Xu et al.2023 · 62 citationsarXiv
A New Distributed Method for Training Generative Adversarial Networks2107.08681v1 · Jinke Ren, Chonghe Liu, Guanding Yu et al.2021 · 1 citationarXiv
Scheduling for Cellular Federated Edge Learning with Importance and Channel Awareness2004.00490v2 · Jinke Ren, Yinghui He, Dingzhu Wen et al.2020 · 244 citationsarXiv
An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning1911.03878v2 · Dingzhu Wen, Xiaoyang Li, Qunsong Zeng et al.2019 · 28 citationsarXiv
Accelerating DNN Training in Wireless Federated Edge Learning Systems1905.09712v3 · Jinke Ren, Guanding Yu, Guangyao Ding2019 · 226 citationsarXiv
An Edge-Computing Based Architecture for Mobile Augmented Reality1810.02509v2 · Jinke Ren, Yinghui He, Guan Huang et al.2018 · 181 citationsarXiv
Latency Optimization for Resource Allocation in Mobile-Edge Computation Offloading1704.00163v1 · Jinke Ren, Guanding Yu, Yunlong Cai et al.2017 · 451 citationsarXiv
Career total: 74 works. 47 are in this corpus.
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