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ORCIDYuanming Shi
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- affiliation: ShanghaiTech University, School of Information Science and Technology, Shanghai, China
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2020 – today
- 2024
[j93]Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Yi Gong, Qin-Yu Zhang, Kaibin Huang, Khaled B. Letaief:
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. IEEE Commun. Mag. 62(9): 122-127 (2024)- [j92]Jingyang Zhu
, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu:
Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates. IEEE Internet Things J. 11(1): 444-461 (2024) - [j91]Junkai Qian, Yuning Jiang, Xin Liu, Qiong Wang, Ting Wang, Yuanming Shi, Wei Chen:
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. IEEE Internet Things J. 11(3): 5511-5525 (2024) - [j90]Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Wei Chen, Khaled B. Letaief:
Over-the-Air Federated Learning and Optimization. IEEE Internet Things J. 11(10): 16996-17020 (2024) - [j89]Zhibin Wang, Yapeng Zhao, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief:
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications. IEEE Internet Things J. 11(14): 24634-24658 (2024) - [j88]Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang:
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence. IEEE Internet Things Mag. 7(4): 14-20 (2024) - [j87]Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi:
POBO: Safe and Optimal Resource Management for Cloud Microservices. SIGMETRICS Perform. Evaluation Rev. 51(4): 20-21 (2024) - [j86]Haoyang Hu, Songze Li, Minquan Cheng, Shuai Ma, Yuanming Shi, Youlong Wu:
On Exploiting Network Topology for Hierarchical Coded Multi-Task Learning. IEEE Trans. Commun. 72(8): 4930-4944 (2024) - [j85]Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi:
Collaborative Edge AI Inference Over Cloud-RAN. IEEE Trans. Commun. 72(9): 5641-5656 (2024) - [j84]Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi:
Federated Learning With Energy Harvesting Devices. IEEE Trans. Green Commun. Netw. 8(1): 190-204 (2024) - [j83]Qi Li, Ye Shi, Yuning Jiang, Yuanming Shi, Haoyu Wang, H. Vincent Poor:
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids. IEEE Trans. Smart Grid 15(5): 4890-4902 (2024) - [j82]Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao:
Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization. IEEE Trans. Wirel. Commun. 23(2): 1327-1342 (2024) - [j81]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2039-2053 (2024) - [j80]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. IEEE Trans. Wirel. Commun. 23(3): 2486-2502 (2024) - [j79]Hongwei Zhang, Meixia Tao, Yuanming Shi, Xiaoyan Bi, Khaled B. Letaief:
Federated Multi-Task Learning with Non-Stationary and Heterogeneous Data in Wireless Networks. IEEE Trans. Wirel. Commun. 23(4): 2653-2667 (2024) - [j78]Min Fu, Yuanming Shi, Yong Zhou:
Federated Learning via Unmanned Aerial Vehicle. IEEE Trans. Wirel. Commun. 23(4): 2884-2900 (2024) - [j77]Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato:
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. IEEE Trans. Wirel. Commun. 23(4): 3205-3220 (2024) - [j76]Jiali Wang, Yijie Mao, Ting Wang, Yuanming Shi:
Green Federated Learning Over Cloud-RAN With Limited Fronthaul Capacity and Quantized Neural Networks. IEEE Trans. Wirel. Commun. 23(5): 4300-4314 (2024) - [j75]Yuhan Yang, Youlong Wu, Yuning Jiang, Yuanming Shi:
One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation. IEEE Trans. Wirel. Commun. 23(6): 5441-5455 (2024) - [j74]Peng Yang, Yuning Jiang, Dingzhu Wen, Ting Wang, Colin N. Jones, Yuanming Shi:
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method. IEEE Trans. Wirel. Commun. 23(6): 5632-5647 (2024) - [j73]Shuai Ma, Zhi Zhang, Youlong Wu, Hang Li, Guangming Shi, Dahua Gao, Yuanming Shi, Shiyin Li, Naofal Al-Dhahir:
Features Disentangled Semantic Broadcast Communication Networks. IEEE Trans. Wirel. Commun. 23(6): 6580-6594 (2024) - [j72]Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis:
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting. IEEE Trans. Wirel. Commun. 23(7): 7291-7306 (2024) - [j71]Yingxue Zhao, Ailing Xiao, Sheng Wu, Chunxiao Jiang, Linling Kuang, Yuanming Shi:
Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 23(8): 8215-8231 (2024) - [j70]Shuhao Xia, Yuanming Shi, Yong Zhou, Youlong Wu, Lin F. Yang, Khaled B. Letaief:
Federated Learning With Massive Random Access. IEEE Trans. Wirel. Commun. 23(10): 13856-13871 (2024) - [j69]Yuanming Shi, Li Zeng, Jingyang Zhu, Yong Zhou, Chunxiao Jiang, Khaled B. Letaief:
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis. IEEE Trans. Wirel. Commun. 23(10): 15212-15229 (2024) - [c107]Fangtong Zhou, Zhibin Wang, Yuanming Shi, Yong Zhou:
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications. ICC Workshops 2024: 786-791 - [c106]Ge Gao, Qiaochu An, Zhibin Wang, Zixin Wang, Yuanming Shi, Yong Zhou:
Over-the-Air Computation Assisted Federated Learning with Progressive Training. ICC 2024: 5664-5669 - [c105]Meng Wu, Zheng Dong, Zhibin Wang, Qiaochu An, Yuanming Shi, Yong Zhou:
Delay Minimization for NOMA-Assisted Federated Learning. WCNC 2024: 1-6 - [c104]Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi:
RIS-Assisted Multi-Device Edge AI Inference. WCNC 2024: 1-6 - [c103]Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi:
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. WCNC 2024: 1-6 - [i92]Qi Li, Ye Shi, Yuning Jiang, Yuanming Shi, Haoyu Wang, H. Vincent Poor:
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids. CoRR abs/2403.16402 (2024) - [i91]Yuanming Shi, Li Zeng, Jingyang Zhu, Yong Zhou, Chunxiao Jiang, Khaled B. Letaief:
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis. CoRR abs/2404.01875 (2024) - [i90]Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi:
Collaborative Edge AI Inference over Cloud-RAN. CoRR abs/2404.06007 (2024) - [i89]Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi:
Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy. CoRR abs/2407.00955 (2024) - [i88]Zixin Wang, Yong Zhou, Yuanming Shi, Khaled Ben Letaief:
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks. CoRR abs/2407.02924 (2024) - [i87]Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief:
A Survey on Integrated Sensing, Communication, and Computation. CoRR abs/2408.08074 (2024) - [i86]Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Linling Kuang:
Hierarchical Learning and Computing over Space-Ground Integrated Networks. CoRR abs/2408.14116 (2024) - 2023
- [j68]Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang:
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. IEEE Commun. Surv. Tutorials 25(4): 2088-2132 (2023) - [j67]Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang:
Trustworthy Federated Learning via Blockchain. IEEE Internet Things J. 10(1): 92-109 (2023) - [j66]Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang:
Toward Scalable Wireless Federated Learning: Challenges and Solutions. IEEE Internet Things Mag. 6(4): 10-16 (2023) - [j65]Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han:
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems. IEEE J. Sel. Areas Commun. 41(4): 1035-1050 (2023) - [j64]Songjie Xie, Shuai Ma, Ming Ding, Yuanming Shi, MingJian Tang, Youlong Wu:
Robust Information Bottleneck for Task-Oriented Communication With Digital Modulation. IEEE J. Sel. Areas Commun. 41(8): 2577-2591 (2023) - [j63]Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi:
POBO: Safe and optimal resource management for cloud microservices. Perform. Evaluation 162: 102376 (2023) - [j62]Haoyang Hu, Youlong Wu, Yuanming Shi, Songze Li, Chunxiao Jiang, Wei Zhang:
Communication-Efficient Coded Computing for Distributed Multi-Task Learning. IEEE Trans. Commun. 71(7): 3861-3875 (2023) - [j61]Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi:
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control. IEEE Trans. Commun. 71(7): 4062-4078 (2023) - [j60]Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Lu Wang, Yuanming Shi, Mingsong Chen:
Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. IEEE Trans. Wirel. Commun. 22(3): 1900-1914 (2023) - [j59]Hongbin Zhu, Yong Zhou, Hua Qian, Yuanming Shi, Xu Chen, Yang Yang:
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration. IEEE Trans. Wirel. Commun. 22(4): 2493-2506 (2023) - [j58]Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang:
UAV-Assisted Multi-Cluster Over-the-Air Computation. IEEE Trans. Wirel. Commun. 22(7): 4668-4682 (2023) - [j57]Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis:
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning. IEEE Trans. Wirel. Commun. 22(9): 6092-6106 (2023) - [j56]Shuai Ma, Weining Qiao, Youlong Wu, Hang Li, Guangming Shi, Dahua Gao, Yuanming Shi, Shiyin Li, Naofal Al-Dhahir:
Task-Oriented Explainable Semantic Communications. IEEE Trans. Wirel. Commun. 22(12): 9248-9262 (2023) - [j55]Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief:
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. IEEE Wirel. Commun. 30(3): 78-85 (2023) - [c102]Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi:
Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks. GLOBECOM (Workshops) 2023: 190-196 - [c101]Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi:
Federated Linear Bandit Learning via Over-the-air Computation. GLOBECOM 2023: 1363-1368 - [c100]Yuhan Yang, Youlong Wu, Shuai Ma, Yuanming Shi:
Multi-Task-Oriented Broadcast for Edge AI Inference via Information Bottleneck. GLOBECOM 2023: 3142-3147 - [c99]Zeming Zhuang, Dingzhu Wen, Yuanming Shi:
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication. GLOBECOM 2023: 4644-4649 - [c98]Xiangyu Zeng, Yijie Mao, Yuanming Shi:
STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks. ICC Workshops 2023: 361-366 - [c97]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. ICC 2023: 3608-3613 - [c96]Yingxue Zhao, Ailing Xiao, Sheng Wu, Chunxiao Jiang, Linling Kuang, Yuanming Shi:
Content-Adaptive Cache Partitioning for Two-Layer Mobile Edge Networks. ICCC 2023: 1-6 - [c95]Jiali Wang, Yijie Mao, Ting Wang, Yuanming Shi:
Green Federated Learning over Cloud-RAN with Limited Fronthaul and Quantized Neural Networks. MeditCom 2023: 139-144 - [c94]Peng Yang, Dingzhu Wen, Qunsong Zeng, Ting Wang, Yuanming Shi:
Communication-Efficient Vertically Split Inference via Over-the-Air Computation. SPAWC 2023: 1-5 - [c93]Kangchun Zhao, Yijie Mao, Yuanming Shi:
STAR-RIS Empowered Full Duplex Cooperative Rate Splitting. VTC Fall 2023: 1-5 - [c92]Chengzhong Tian, Yijie Mao, Kangchun Zhao, Yuanming Shi, Bruno Clerckx:
Reconfigurable Intelligent Surface Empowered Rate-Splitting Multiple Access for Simultaneous Wireless Information and Power Transfer. WCNC 2023: 1-6 - [c91]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference. WCNC 2023: 1-6 - [c90]Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu:
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates. WCNC 2023: 1-6 - [i85]Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang:
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. CoRR abs/2301.03377 (2023) - [i84]Xiangyu Zeng, Yijie Mao, Yuanming Shi:
STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks. CoRR abs/2301.05545 (2023) - [i83]Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief:
Task-Oriented Communications for 6G: Vision, Principles, and Technologies. CoRR abs/2303.10920 (2023) - [i82]Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao:
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization. CoRR abs/2305.06279 (2023) - [i81]Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang:
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence. CoRR abs/2306.01162 (2023) - [i80]Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato:
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference. CoRR abs/2308.06503 (2023) - [i79]Junkai Qian, Yuning Jiang, Xin Liu, Qing Wang, Ting Wang, Yuanming Shi, Wei Chen:
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks. CoRR abs/2308.08792 (2023) - [i78]Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi:
Federated Linear Bandit Learning via Over-the-Air Computation. CoRR abs/2308.13298 (2023) - [i77]Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang:
Towards Scalable Wireless Federated Learning: Challenges and Solutions. CoRR abs/2310.05076 (2023) - [i76]Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Wei Chen, Khaled B. Letaief:
Over-the-Air Federated Learning and Optimization. CoRR abs/2310.10089 (2023) - [i75]Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Qinyu Zhang, Kaibin Huang, Khaled B. Letaief:
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice. CoRR abs/2311.09031 (2023) - 2022
- [j54]Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang:
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach. IEEE Internet Things J. 9(15): 13664-13678 (2022) - [j53]Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi:
Differentially Private Federated Learning via Reconfigurable Intelligent Surface. IEEE Internet Things J. 9(20): 19728-19743 (2022) - [j52]Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu:
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications. IEEE J. Sel. Areas Commun. 40(1): 5-36 (2022) - [j51]Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang:
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks. IEEE J. Sel. Areas Commun. 40(8): 2361-2377 (2022) - [j50]Hao Wang, Xiangyu Yang, Yuanming Shi, Jun Lin:
A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification. IEEE Trans. Computers 71(1): 185-196 (2022) - [j49]Zixin Wang, Jun Zong, Yong Zhou, Yuanming Shi, Vincent W. S. Wong:
Decentralized Multi-Agent Power Control in Wireless Networks With Frequency Reuse. IEEE Trans. Commun. 70(3): 1666-1681 (2022) - [j48]Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi:
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection. IEEE Trans. Commun. 70(6): 3708-3724 (2022) - [j47]Junyi Zhai, Yuning Jiang, Yuanming Shi, Colin N. Jones, Xiao-Ping Zhang:
Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization. IEEE Trans. Smart Grid 13(3): 2132-2147 (2022) - [j46]Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou:
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning. IEEE Trans. Signal Process. 70: 5058-5073 (2022) - [j45]Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief:
Federated Learning via Intelligent Reflecting Surface. IEEE Trans. Wirel. Commun. 21(2): 808-822 (2022) - [j44]Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou:
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee. IEEE Trans. Wirel. Commun. 21(2): 945-959 (2022) - [j43]Jinglian He, Kaiqiang Yu, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief:
Reconfigurable Intelligent Surface Assisted Massive MIMO With Antenna Selection. IEEE Trans. Wirel. Commun. 21(7): 4769-4783 (2022) - [j42]Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang:
UAV Aided Over-the-Air Computation. IEEE Trans. Wirel. Commun. 21(7): 4909-4924 (2022) - [j41]Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones:
Over-the-Air Federated Learning via Second-Order Optimization. IEEE Trans. Wirel. Commun. 21(12): 10560-10575 (2022) - [c89]Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi:
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices. IEEECONF 2022: 1164-1168 - [c88]Bingqing Jiang, Jun Du, Chunxiao Jiang, Yuanming Shi, Zhu Han:
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning. GLOBECOM 2022: 173-178 - [c87]Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi:
Federated Learning over LEO Satellite. GLOBECOM (Workshops) 2022: 1652-1657 - [c86]Zixuan Zhang, Yuning Jiang, Yuanming Shi, Ye Shi, Wei Chen:
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control. GLOBECOM (Workshops) 2022: 1717-1722 - [c85]Xiangyu Zeng, Shuhao Xia, Kai Yang, Youlong Wu, Yuanming Shi:
Over-the-Air Computation for Vertical Federated Learning. ICC Workshops 2022: 788-793 - [c84]Shaoming Huang, Pengfei Zhang, Yijie Mao, Lixiang Lian, Youlong Wu, Yuanming Shi:
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design. ICC Workshops 2022: 794-799 - [c83]Amin Jalali, Yuanming Shi, Zhi Ding:
Robust Wirtinger Flow Algorithm for Channel Coded Blind Demixing. ICC 2022: 4498-4503 - [c82]Hongwei Zhang, Meixia Tao, Yuanming Shi, Xiaoyan Bi:
Federated Multi-Task Learning with Non-Stationary Heterogeneous Data. ICC 2022: 4950-4955 - [c81]Qi Li, Pengchao Tian, Ye Shi, Yuanming Shi, Hoang Duong Tuan:
Distributionally Robust Optimization for Vehicle-to-grid with Uncertain Renewable Energy. ICCAIS 2022: 462-467 - [c80]Jun Li, Youlong Wu, Yuanming Shi:
Reconfigurable Intelligent Surface Assisted Over-the-Air Computation in Multi-Cell Networks. MeditCom 2022: 43-48 - [c79]Xiangyu Zeng, Lukuan Xing, Youlong Wu, Yuanming Shi:
Beamforming Design for Integrated Sensing and SWIPT System. PIMRC 2022: 403-408 - [c78]Lin Hu, Zhibin Wang, Hongbin Zhu, Yuanming Shi, Yong Zhou:
RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks. VTC Spring 2022: 1-5 - [i74]Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou:
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning. CoRR abs/2201.09531 (2022) - [i73]Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones:
Over-the-Air Federated Learning via Second-Order Optimization. CoRR abs/2203.15488 (2022) - [i72]Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi:
Differentially Private Federated Learning via Reconfigurable Intelligent Surface. CoRR abs/2203.17028 (2022) - [i71]Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Yuanming Shi, Mingsong Chen:
Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks. CoRR abs/2205.05036 (2022) - [i70]Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang:
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks. CoRR abs/2206.02398 (2022) - [i69]Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi:
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control. CoRR abs/2206.07987 (2022) - [i68]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR abs/2207.00969 (2022) - [i67]Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang:
Trustworthy Federated Learning via Blockchain. CoRR abs/2209.04418 (2022) - [i66]Songjie Xie, Youlong Wu, Shuai Ma, Ming Ding, Yuanming Shi, Mingjian Tang:
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation. CoRR abs/2209.10382 (2022) - [i65]Zixuan Zhang, Yuning Jiang, Yuanming Shi, Ye Shi, Wei Chen:
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control. CoRR abs/2210.01452 (2022) - [i64]Zhibin Wang, Yapeng Zhao, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief:
Over-the-Air Computation: Foundations, Technologies, and Applications. CoRR abs/2210.10524 (2022) - [i63]Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang:
UAV-Assisted Multi-Cluster Over-the-Air Computation. CoRR abs/2210.10963 (2022) - [i62]Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang:
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI. CoRR abs/2211.01255 (2022) - [i61]Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han:
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems. CoRR abs/2212.00491 (2022) - 2021
- [j40]Zhibin Wang, Yuanming Shi, Yong Zhou, Haibo Zhou, Ning Zhang:
Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks. IEEE Internet Things J. 8(3): 1585-1598 (2021) - [j39]Hao Wang, Fan Zhang, Yuanming Shi, Yaohua Hu:
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods. J. Glob. Optim. 81(3): 717-748 (2021) - [j38]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. IEEE J. Sel. Areas Commun. 39(1): 101-115 (2021) - [j37]Lintao Li, Longwei Yang, Xin Guo, Yuanming Shi, Haiming Wang, Wei Chen, Khaled B. Letaief:
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory. IEEE J. Sel. Areas Commun. 39(12): 3772-3789 (2021) - [j36]Min Fu, Yong Zhou, Yuanming Shi, Khaled B. Letaief:
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access. IEEE Trans. Commun. 69(6): 3802-3817 (2021) - [j35]Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief:
Over-the-Air Computation via Reconfigurable Intelligent Surface. IEEE Trans. Commun. 69(12): 8612-8626 (2021) - [j34]Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi, Kunlun Wang:
Reconfigurable Intelligent Surface for Green Edge Inference. IEEE Trans. Green Commun. Netw. 5(2): 964-979 (2021) - [j33]Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan:
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation. IEEE Trans. Signal Process. 69: 5693-5707 (2021) - [j32]Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief:
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. IEEE Trans. Veh. Technol. 70(5): 4669-4681 (2021) - [j31]Xiaojun Yuan, Ying-Jun Angela Zhang, Yuanming Shi, Wenjing Yan, Hang Liu:
Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities. IEEE Wirel. Commun. 28(2): 136-143 (2021) - [c77]Yuhang Du, Lukuan Xing, Yong Zhou, Yuanming Shi:
Interference Management for Over-the-Air Computation and Cellular Coexistence Systems. GLOBECOM (Workshops) 2021: 1-5 - [c76]Jun Li, Min Fu, Yong Zhou, Yuanming Shi:
Double-RIS Assisted Over-the-Air Computation. GLOBECOM (Workshops) 2021: 1-6 - [c75]Yandong Shi, Min Fu, Yong Zhou, Yuanming Shi:
Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning. GLOBECOM 2021: 1-6 - [c74]Yinan Zou, Yong Zhou, Yuanming Shi, Xu Chen:
Learning Proximal Operator Methods for Massive Connectivity in IoT Networks. GLOBECOM 2021: 1-6 - [c73]Min Fu, Yong Zhou, Yuanming Shi:
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks. ICC Workshops 2021: 1-6 - [c72]Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen:
UAV-Assisted Over-the-Air Computation. ICC 2021: 1-6 - [c71]Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi:
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation. ICC Workshops 2021: 1-6 - [c70]Ding Li, Kunlun Wang, Hongbin Zhu, Yong Zhou, Yuanming Shi:
Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks. ICC Workshops 2021: 1-6 - [c69]Shuhao Xia, Jingyang Zhu, Yuhan Yang, Yong Zhou, Yuanming Shi, Wei Chen:
Fast Convergence Algorithm for Analog Federated Learning. ICC 2021: 1-6 - [c68]Lukuan Xing, Yong Zhou, Yuanming Shi:
Over-the-Air Computation via Cloud Radio Access Networks. ICC Workshops 2021: 1-6 - [c67]Longwei Yang, Lintao Li, Xin Guo, Yuanming Shi, Haiming Wang, Wei Chen:
Saddle Point Approximation Based Delay Analysis for Wireless Federated Learning. ICC 2021: 1-6 - [c66]Yuhan Yang, Yong Zhou, Ting Wang, Yuanming Shi:
Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee. ICC Workshops 2021: 1-6 - [c65]Shuang Liang, Yuanming Shi, Yong Zhou:
Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming. ICCC 2021: 272-276 - [c64]Jiali Wang, Shaoming Huang, Xiangyu Zeng, Ting Wang, Yuanming Shi:
Multiuser Downlink Beamforming for URLLC in the Short Blocklength Regime. ICCC 2021: 967-972 - [c63]Zhanpeng Yang, Yong Zhou, Youlong Wu, Yuanming Shi:
Communication-Efficient Quantized SGD for Learning Polynomial Neural Network. IPCCC 2021: 1-6 - [c62]Yandong Shi, Yong Zhou, Yuanming Shi:
Over-the-Air Decentralized Federated Learning. ISIT 2021: 455-460 - [c61]Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou:
Optimal Receive Beamforming for Over-the-Air Computation. SPAWC 2021: 61-65 - [c60]Qiaochu An, Yong Zhou, Yuanming Shi:
Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation. WCNC 2021: 1-6 - [i60]Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen:
UAV-Assisted Over-the-Air Computation. CoRR abs/2101.09856 (2021) - [i59]Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan:
Reconfigurable Intelligent Surface for Massive Connectivity. CoRR abs/2101.10322 (2021) - [i58]Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou:
Optimal Receive Beamforming for Over-the-Air Computation. CoRR abs/2105.05024 (2021) - [i57]Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief:
Over-the-Air Computation via Reconfigurable Intelligent Surface. CoRR abs/2105.05113 (2021) - [i56]Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi:
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation. CoRR abs/2105.10883 (2021) - [i55]Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang:
UAV Aided Over-the-Air Computation. CoRR abs/2106.00254 (2021) - [i54]Yandong Shi, Yong Zhou, Yuanming Shi:
Over-the-Air Decentralized Federated Learning. CoRR abs/2106.08011 (2021) - [i53]Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou:
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee. CoRR abs/2106.10426 (2021) - [i52]Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu:
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications. CoRR abs/2111.12444 (2021) - 2020
- [j30]Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief:
Communication-Efficient Edge AI: Algorithms and Systems. IEEE Commun. Surv. Tutorials 22(4): 2167-2191 (2020) - [j29]Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding:
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. IEEE Internet Things J. 7(10): 9456-9470 (2020) - [j28]Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief:
Sparse Optimization for Green Edge AI Inference. J. Commun. Inf. Networks 5(1): 1-15 (2020) - [j27]Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen:
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. IEEE Netw. 34(5): 16-22 (2020) - [j26]Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi:
An Algebraic-Geometric Approach for Linear Regression Without Correspondences. IEEE Trans. Inf. Theory 66(8): 5130-5144 (2020) - [j25]Jialin Dong, Kai Yang, Yuanming Shi:
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization. ACM Trans. Knowl. Discov. Data 14(2): 19:1-19:26 (2020) - [j24]Jialin Dong, Yuanming Shi, Zhi Ding:
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow. IEEE Trans. Signal Process. 68: 1136-1151 (2020) - [j23]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples. IEEE Trans. Wirel. Commun. 19(1): 665-679 (2020) - [j22]Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding:
Federated Learning via Over-the-Air Computation. IEEE Trans. Wirel. Commun. 19(3): 2022-2035 (2020) - [j21]Yuning Jiang, Junyan Su, Yuanming Shi, Boris Houska:
Distributed Optimization for Massive Connectivity. IEEE Wirel. Commun. Lett. 9(9): 1412-1416 (2020) - [c59]Wenzhi Fang, Min Fu, Kunlun Wang, Yuanming Shi, Yong Zhou:
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation. GLOBECOM 2020: 1-6 - [c58]Jie Li, Yong Zhou, He Chen, Yuanming Shi:
Age of Aggregated Information: Timely Status Update with Over-the-Air Computation. GLOBECOM 2020: 1-6 - [c57]Shuhao Xia, Yuanming Shi:
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation. ICASSP 2020: 5175-5179 - [c56]Jialin Dong, Jun Zhang, Yuanming Shi:
Bandit Sampling for Faster Activity and Data Detection in Massive Random Access. ICASSP 2020: 8319-8323 - [c55]Yandong Shi, Shuhao Xia, Yong Zhou, Yuanming Shi:
Sparse Signal Processing for Massive Device Connectivity via Deep Learning. ICC Workshops 2020: 1-6 - [c54]Wenzhi Fang, Min Fu, Yuanming Shi, Yong Zhou:
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming. SAM 2020: 1-5 - [c53]Qiaochu An, Yuanming Shi, Yong Zhou:
Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission. VTC Spring 2020: 1-5 - [c52]Jinglian He, Min Fu, Kaiqiang Yu, Yuanming Shi:
Phase Retrieval via Difference of Convex Programming. VTC Spring 2020: 1-5 - [c51]Jinglian He, Kaiqiang Yu, Yuanming Shi:
Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network. VTC Spring 2020: 1-5 - [c50]Jinglian He, Kaiqiang Yu, Yong Zhou, Yuanming Shi:
Reconfigurable Intelligent Surface Enhanced Cognitive Radio Networks. VTC Fall 2020: 1-5 - [c49]Shaoming Huang, Yong Zhou, Yuanming Shi:
Noisy Demixing: Convex Relaxation Meets Nonconvex Optimization. VTC Fall 2020: 1-5 - [c48]Ding Li, Qiaochu An, Yuanming Shi, Yong Zhou:
Multigroup Multicast Transmission via Intelligent Reflecting Surface. VTC Fall 2020: 1-6 - [c47]Zhibin Wang, Yuanming Shi, Yong Zhou:
Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation. VTC Spring 2020: 1-5 - [c46]Siyuan Sun, Min Fu, Yuanming Shi, Yong Zhou:
Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks. WCNC 2020: 1-6 - [i51]Xiaojun Yuan, Ying Jun Zhang, Yuanming Shi, Wenjing Yan, Hang Liu:
Reconfigurable-Intelligent-Surface Empowered 6G Wireless Communications: Challenges and Opportunities. CoRR abs/2001.00364 (2020) - [i50]Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang:
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach. CoRR abs/2001.10237 (2020) - [i49]Jinglian He, Kaiqiang Yu, Yuanming Shi:
Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network. CoRR abs/2002.05915 (2020) - [i48]Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled Ben Letaief:
Communication-Efficient Edge AI: Algorithms and Systems. CoRR abs/2002.09668 (2020) - [i47]Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled Ben Letaief:
Sparse Optimization for Green Edge AI Inference. CoRR abs/2002.10080 (2020) - [i46]Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen:
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. CoRR abs/2004.05843 (2020) - [i45]Kai Yang, Yong Zhou, Zhanpeng Yang, Yuanming Shi:
Communication-Efficient Edge AI Inference Over Wireless Networks. CoRR abs/2004.13351 (2020) - [i44]Siyuan Sun, Min Fu, Yuanming Shi, Yong Zhou:
Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks. CoRR abs/2005.01514 (2020) - [i43]Min Fu, Yong Zhou, Yuanming Shi:
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks. CoRR abs/2005.06766 (2020) - [i42]Wenzhi Fang, Min Fu, Yuanming Shi, Yong Zhou:
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming. CoRR abs/2005.07416 (2020) - [i41]Wenzhi Fang, Min Fu, Kunlun Wang, Yuanming Shi, Yong Zhou:
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation. CoRR abs/2005.10625 (2020) - [i40]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis. CoRR abs/2007.07632 (2020) - [i39]Jinglian He, Kaiqiang Yu, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief:
Reconfigurable Intelligent Surface Assisted Massive MIMO with Antenna Selection. CoRR abs/2009.07546 (2020) - [i38]Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief:
Federated Learning via Intelligent Reflecting Surface. CoRR abs/2011.05051 (2020) - [i37]Shuhao Xia, Jingyang Zhu, Yuhan Yang, Yong Zhou, Yuanming Shi, Wei Chen:
Fast Convergence Algorithm for Analog Federated Learning. CoRR abs/2011.06658 (2020)
2010 – 2019
- 2019
- [j20]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. Appl. Math. Comput. 358: 1-15 (2019) - [j19]Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang:
The Roadmap to 6G: AI Empowered Wireless Networks. IEEE Commun. Mag. 57(8): 84-90 (2019) - [j18]Tao Jiang, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff. IEEE Internet Things J. 6(4): 6212-6225 (2019) - [j17]Kai Yang, Yuanming Shi, Zhi Ding:
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization. IEEE Trans. Signal Process. 67(12): 3087-3099 (2019) - [j16]Yong Zhou, Jie Li, Yuanming Shi, Vincent W. S. Wong:
Flexible Functional Split Design for Downlink C-RAN With Capacity-Constrained Fronthaul. IEEE Trans. Veh. Technol. 68(6): 6050-6063 (2019) - [j15]Jialin Dong, Kai Yang, Yuanming Shi:
Blind Demixing for Low-Latency Communication. IEEE Trans. Wirel. Commun. 18(2): 897-911 (2019) - [j14]Kai Yang, Yuanming Shi, Zhi Ding:
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks. IEEE Trans. Wirel. Commun. 18(5): 2539-2552 (2019) - [c45]Jialin Dong, Yuanming Shi:
Blind Demixing via Wirtinger Flow with Random Initialization. AISTATS 2019: 362-370 - [c44]Tao Jiang, Yuanming Shi:
Over-the-Air Computation via Intelligent Reflecting Surfaces. GLOBECOM 2019: 1-6 - [c43]Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi:
Randomized Sketching Based Beamforming for Massive MIMO. GLOBECOM 2019: 1-6 - [c42]Min Fu, Yong Zhou, Yuanming Shi:
Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks. GLOBECOM Workshops 2019: 1-6 - [c41]Sheng Hua, Yuanming Shi:
Reconfigurable Intelligent Surface for Green Edge Inference in Machine Learning. GLOBECOM Workshops 2019: 1-6 - [c40]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. GLOBECOM Workshops 2019: 1-6 - [c39]Yandong Shi, Yuanming Shi:
Learning to Branch-and-Bound for Header-Free Communications. GLOBECOM Workshops 2019: 1-6 - [c38]Jialin Dong, Yuanming Shi, Zhi Ding:
Sparse Blind Demixing for Low-latency Signal Recovery in Massive Iot Connectivity. ICASSP 2019: 4764-4768 - [c37]Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi:
Algebraically-initialized Expectation Maximization for Header-free Communication. ICASSP 2019: 5182-5186 - [c36]Tao Jiang, Xiangyu Yang, Yuanming Shi, Hao Wang:
Layer-wise Deep Neural Network Pruning via Iteratively Reweighted Optimization. ICASSP 2019: 5606-5610 - [c35]Shuhao Xia, Yuanming Shi:
Learning Shallow Neural Networks via Provable Gradient Descent with Random Initialization. ICASSP 2019: 5616-5620 - [c34]Tao Jiang, Kai Yang, Yuanming Shi:
Pliable Data Shuffling for On-device Distributed Learning. ICASSP 2019: 7460-7464 - [c33]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks. ICC 2019: 1-6 - [c32]Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding:
Federated Learning Based on Over-the-Air Computation. ICC 2019: 1-6 - [c31]Kaiqiang Yu, Jinglian He, Yuanming Shi:
Stochastic Submodular Maximization for Scalable Network Adaptation in Dense Cloud-RAN. ICC 2019: 1-6 - [c30]Min Fu, Jialin Dong, Yuanming Shi:
Sparse Blind Demixing for Low-Latency Wireless Random Access with Massive Connectivity. VTC Fall 2019: 1-5 - [c29]Min Fu, Yuanming Shi:
Blind Deconvolution Meets Phase Retrieval in Optical Wireless Communications. VTC Fall 2019: 1-5 - [c28]Sheng Hua, Kai Yang, Yuanming Shi:
On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation. VTC Fall 2019: 1-5 - [c27]Sheng Hua, Xiangyu Yang, Kai Yang, Gao Yin, Yuanming Shi, Hao Wang:
Deep Learning Tasks Processing in Fog-RAN. VTC Fall 2019: 1-5 - [i36]Hayoung Choi, Tao Jiang, Yuanming Shi:
Large-Scale Beamforming for Massive MIMO via Randomized Sketching. CoRR abs/1903.05904 (2019) - [i35]Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang:
The Roadmap to 6G - AI Empowered Wireless Networks. CoRR abs/1904.11686 (2019) - [i34]Tao Jiang, Yuanming Shi:
Over-the-Air Computation via Intelligent Reflecting Surfaces. CoRR abs/1904.12475 (2019) - [i33]Min Fu, Yong Zhou, Yuanming Shi:
Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks. CoRR abs/1906.09434 (2019) - [i32]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
A Graph Neural Network Approach for Scalable Wireless Power Control. CoRR abs/1907.08487 (2019) - [i31]Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding:
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. CoRR abs/1907.12475 (2019) - [i30]Min Fu, Yong Zhou, Yuanming Shi:
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access. CoRR abs/1910.07361 (2019) - [i29]Shuhao Xia, Yuanming Shi:
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation. CoRR abs/1911.12157 (2019) - [i28]Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang:
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression. CoRR abs/1912.00513 (2019) - [i27]Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi:
Reconfigurable Intelligent Surface for Green Edge Inference. CoRR abs/1912.00820 (2019) - 2018
- [j13]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks. IEEE Commun. Mag. 56(6): 42-48 (2018) - [j12]Jialin Dong, Yuanming Shi:
Nonconvex Demixing From Bilinear Measurements. IEEE Trans. Signal Process. 66(19): 5152-5166 (2018) - [j11]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach. IEEE Trans. Wirel. Commun. 17(4): 2511-2524 (2018) - [j10]Xuan Liu, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Massive CSI Acquisition for Dense Cloud-RANs With Spatial-Temporal Dynamics. IEEE Trans. Wirel. Commun. 17(4): 2557-2570 (2018) - [c26]Hayoung Choi, Xuming Song, Yuanming Shi:
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices. GlobalSIP 2018: 296-300 - [c25]Tao Jiang, Yuanming Shi:
Sparse and Low-Rank Optimization for Pliable Index Coding. GlobalSIP 2018: 331-335 - [c24]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach. GlobalSIP 2018: 614-618 - [c23]Kai Yang, Yuanming Shi, Zhi Ding:
Low-Rank Optimization for Data Shuffling in Wireless Distributed Computing. ICASSP 2018: 6343-6347 - [c22]Hayoung Choi, Yifei Shen, Yuanming Shi:
Comparing Massive Networks via Moment Matrices. ISIT 2018: 656-660 - [c21]Xuming Song, Hayoung Choi, Yuanming Shi:
Permuted Linear Model for Header-Free Communication via Symmetric Polynomials. ISIT 2018: 661-665 - [c20]Jialin Dong, Yuanming Shi:
Nonconvex Demixing from Bilinear Measurements. ISIT 2018: 666-670 - [c19]Fan Zhang, Qiong Wu, Hao Wang, Yuanming Shi:
Topological Interference Alignment via Generalized Low-Rank Optimization with Sequential Convex Approximations. SPAWC 2018: 1-5 - [c18]Tao Jiang, Yuanming Shi:
Phase Transitions of Massive Device Connectivity via Convex Geometry. VTC Fall 2018: 1-5 - [c17]Qiong Wu, Fan Zhang, Hao Wang, Yuanming Shi:
Generalized Low-Rank Matrix Completion via Nonconvex Schatten $p$-Norm Minimization. VTC Fall 2018: 1-5 - [c16]Fan Zhang, Qiong Wu, Hao Wang, Yuanming Shi:
$L_{2}$-Box Optimization for Green Cloud-RAN via Network Adaptation. VTC Fall 2018: 1-5 - [c15]Jialin Dong, Kai Yang, Yuanming Shi:
Blind demixing for low-latency communication. WCNC 2018: 1-6 - [i26]Jialin Dong, Kai Yang, Yuanming Shi:
Blind Demixing for Low-Latency Communication. CoRR abs/1801.02158 (2018) - [i25]Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi:
Comparing large-scale graphs based on quantum probability theory. CoRR abs/1807.00252 (2018) - [i24]Jialin Dong, Yuanming Shi:
Nonconvex Demixing From Bilinear Measurements. CoRR abs/1809.06796 (2018) - [i23]Kai Yang, Yuanming Shi, Zhi Ding:
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization. CoRR abs/1809.07463 (2018) - [i22]Kai Yang, Yuanming Shi, Zhi Ding:
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks. CoRR abs/1809.08537 (2018) - [i21]Tao Jiang, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff. CoRR abs/1810.00720 (2018) - [i20]Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi:
An Algebraic-Geometric Approach to Shuffled Linear Regression. CoRR abs/1810.05440 (2018) - [i19]Hao Wang, Fan Zhang, Qiong Wu, Yaohua Hu, Yuanming Shi:
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods. CoRR abs/1810.10167 (2018) - [i18]Jialin Dong, Yuanming Shi, Zhi Ding:
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow. CoRR abs/1811.04644 (2018) - [i17]Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi:
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations. CoRR abs/1811.11087 (2018) - [i16]Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples. CoRR abs/1812.07998 (2018) - [i15]Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding:
Federated Learning via Over-the-Air Computation. CoRR abs/1812.11750 (2018) - 2017
- [j9]Xi Peng, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks. IEEE Trans. Commun. 65(12): 5589-5603 (2017) - [j8]Yuanming Shi, Bamdev Mishra, Wei Chen:
Topological Interference Management With User Admission Control via Riemannian Optimization. IEEE Trans. Wirel. Commun. 16(11): 7362-7375 (2017) - [c14]Kai Yang, Yuanming Shi, Zhi Ding:
Generalized matrix completion for low complexity transceiver processing in cache-aided Fog-RAN via the Burer-Monteiro approach. GlobalSIP 2017: 863-867 - [c13]Xuan Liu, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Massive CSI acquisition in dense cloud-RAN with spatial and temporal prior information. ICC 2017: 1-6 - [c12]Jialin Dong, Kai Yang, Yuanming Shi:
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization. ICDM Workshops 2017: 949-956 - [c11]Yuanming Shi, Bamdev Mishra, Xuan Liu, Wei Chen:
A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN. VTC Spring 2017: 1-5 - [i14]Xi Peng, Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks. CoRR abs/1707.05993 (2017) - [i13]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks. CoRR abs/1709.09103 (2017) - [i12]Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief:
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach. CoRR abs/1711.06983 (2017) - 2016
- [j7]Yuanming Shi, Jinkun Cheng, Jun Zhang, Bo Bai, Wei Chen, Khaled Ben Letaief:
Smoothed Lp-Minimization for Green Cloud-RAN With User Admission Control. IEEE J. Sel. Areas Commun. 34(4): 1022-1036 (2016) - [j6]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit. IEEE Trans. Wirel. Commun. 15(7): 4703-4717 (2016) - [c10]Kai Yang, Yuanming Shi, Jun Zhang, Zhi Ding, Khaled Ben Letaief:
A low-rank approach for interference management in dense wireless networks. GlobalSIP 2016: 708-712 - [c9]Suya, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang, Khaled Ben Letaief, Shidong Zhou:
Optimal stochastic power control with compressive CSI acquisition for Cloud-RAN. GlobalSIP 2016: 1383-1387 - [c8]Kai Yang, Yuanming Shi, Zhi Ding:
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization. GLOBECOM 2016: 1-6 - [c7]Jinkun Cheng, Yuanming Shi, Bo Bai, Wei Chen:
Computation offloading in cloud-RAN based mobile cloud computing system. ICC 2016: 1-6 - [c6]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Statistical group sparse beamforming for green Cloud-RAN via large system analysis. ISIT 2016: 870-874 - [i11]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit. CoRR abs/1603.01729 (2016) - [i10]Yuanming Shi, Bamdev Mishra:
A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization. CoRR abs/1604.04325 (2016) - [i9]Yuanming Shi, Bamdev Mishra:
Topological Interference Management with User Admission Control via Riemannian Optimization. CoRR abs/1607.07252 (2016) - [i8]Kai Yang, Yuanming Shi, Zhi Ding:
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization. CoRR abs/1608.07800 (2016) - 2015
- [j5]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty. IEEE Trans. Signal Process. 63(4): 960-973 (2015) - [j4]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI. IEEE Trans. Signal Process. 63(17): 4647-4659 (2015) - [j3]Yuanming Shi, Jun Zhang, Brendan O'Donoghue, Khaled Ben Letaief:
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks. IEEE Trans. Signal Process. 63(18): 4729-4743 (2015) - [j2]Yuanming Shi, Jun Zhang, Khaled Ben Letaief, Bo Bai, Wei Chen:
Large-scale convex optimization for ultra-dense cloud-RAN. IEEE Wirel. Commun. 22(3): 84-91 (2015) - [c5]Jinkun Cheng, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang, Khaled Ben Letaief:
Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming. ICC 2015: 1886-1891 - [c4]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Low-rank matrix completion via Riemannian pursuit for topological interference management. ISIT 2015: 1831-1835 - [i7]Yuanming Shi, Jun Zhang, Brendan O'Donoghue, Khaled Ben Letaief:
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks. CoRR abs/1506.00749 (2015) - [i6]Yuanming Shi, Jun Zhang, Khaled Ben Letaief, Bo Bai, Wei Chen:
Large-Scale Convex Optimization for Ultra-Dense Cloud-RAN. CoRR abs/1506.04243 (2015) - [i5]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI. CoRR abs/1512.04778 (2015) - [i4]Yuanming Shi, Jinkun Cheng, Jun Zhang, Bo Bai, Wei Chen, Khaled Ben Letaief:
Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control. CoRR abs/1512.04784 (2015) - 2014
- [j1]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Group Sparse Beamforming for Green Cloud-RAN. IEEE Trans. Wirel. Commun. 13(5): 2809-2823 (2014) - [c3]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable coordinated beamforming for dense wireless cooperative networks. GLOBECOM 2014: 3603-3608 - [c2]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
CSI overhead reduction with stochastic beamforming for cloud radio access networks. ICC 2014: 5154-5159 - [i3]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks. CoRR abs/1405.3182 (2014) - 2013
- [i2]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Group Sparse Beamforming for Green Cloud-RAN. CoRR abs/1310.0234 (2013) - [i1]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN. CoRR abs/1312.0363 (2013) - 2012
- [c1]Yuanming Shi, Jun Zhang, Khaled Ben Letaief:
Coordinated relay beamforming for amplify-and-forward two-hop interference networks. GLOBECOM 2012: 2408-2413
Coauthor Index
Khaled Ben Letaief
aka: Khaled B. Letaief
aka: Khaled B. Letaief
[j93] [j90] [j89] [j79] [j70] [j69] [i91] [i88] [i87] [j55] [i83] [i76] [i75] [j52] [j45] [j43] [i64] [j38] [j37] [j36] [j35] [j32] [i57] [i52] [j30] [j28] [j23] [i48] [i47] [i40] [i39] [i38] [j19] [j18] [c40] [c33] [i35] [i32] [j13] [j11] [j10] [c24] [i21] [i16] [j9] [c13] [i14] [i13] [i12] [j7] [j6] [c10] [c9] [c6] [i11] [j5] [j4] [j3] [j2] [c5] [c4] [i7] [i6] [i5] [i4] [j1] [c3] [c2] [i3] [i2] [i1] [c1]
[j92] [j90] [j89] [j88] [j82] [j78] [j72] [j70] [j69] [c107] [c106] [c105] [c104] [c103] [i91] [i88] [i87] [i86] [j68] [j67] [j66] [j61] [j59] [j58] [j57] [j55] [c90] [i85] [i83] [i82] [i81] [i77] [i76] [j53] [j51] [j49] [j48] [j46] [j45] [j44] [j43] [j42] [j41] [c78] [i74] [i73] [i72] [i70] [i69] [i67] [i64] [i63] [j40] [j36] [j35] [j34] [j33] [j32] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c66] [c65] [c63] [c62] [c61] [c60] [i60] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [j27] [c59] [c58] [c55] [c54] [c53] [c50] [c49] [c48] [c47] [c46] [i46] [i45] [i44] [i43] [i42] [i41] [i39] [i38] [i37] [j16] [c42] [i33] [i30] [i27]
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