Yuanming Shi

368 papers A* 1A 1B 39C 5Misc 8Journal 240Unranked 73
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decentralized Integration of Sensing-Communication-Computation for Multi-Task Edge AI Inference.
IEEE Trans. Wirel. Commun.
Chenye Wang, Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Xin Wang
2026 J jnl
Enabling Symbol-Level mmWave Radar-Backscatter Communication.
IEEE Trans. Wirel. Commun.
Zeming Yang, Bingbing Wang, Wenhui Li, Fengyuan Zhu, Yuanming Shi, Yunlong Lu, Yong Zhou, Xiaohua Tian
2026 J jnl
Fairness-Aware Joint Source-Channel Coding for Robust Task-Oriented Communication.
IEEE J. Sel. Areas Commun.
Jiaxuan Li, Youlong Wu, Songjie Xie, Shuai Ma, Yuanming Shi, Meixia Tao
2026 — book
Federated Edge Learning - Algorithms, Architectures and Trustworthiness
Yong Zhou, Wenzhi Fang, Yuanming Shi, Khaled B. Letaief
2026 J jnl
IRS-Assisted Data Aggregation With Over-the-Air Computation and Non-Linear Energy Harvesting.
IEEE Trans. Green Commun. Netw.
Jiaqi Jin, Shaojun Wan, Zhibin Wang, Yuanming Shi, Yong Zhou
2026 J jnl
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Sijing Xie, Xiaowen Cao, Yuanhao Cui, Jie Xu, Yuanming Shi, Shuguang Cui
2026 J jnl
Integrated Sensing, Computation, and Communication Enabled Federated Edge Learning.
IEEE Trans. Wirel. Commun.
Yong Zhou, Qiaochu An, Zhibin Wang, Hangguan Shan, Yuanming Shi, Haibo Zhou
2026 J jnl
Joint Rank Optimization and Bandwidth Allocation for Heterogeneous Federated LoRA Fine-Tuning.
IEEE Trans. Veh. Technol.
Yinan Zou, Zixin Wang, Yuanming Shi, Yong Zhou
2026 J jnl
Joint Source-Channel Coding for Task-Oriented Broadcast Communications: An Information Bottleneck Approach With Rate Splitting.
IEEE Trans. Wirel. Commun.
Youlong Wu, Jingfeng Huang, Yuanming Shi, Shuai Ma, Kai Niu, Meixia Tao, Khaled B. Letaief
2026 J jnl
MIMO Over-the-Air Computation for Device-Edge Collaborative Inference.
IEEE Trans. Wirel. Commun.
Hanzhe Yang, Dingzhu Wen, Li You, Jingjing Wang, Sheng Wu, Yuanming Shi
2026 J jnl
Microservice Deployment in Space Computing Power Networks Via Robust Reinforcement Learning.
IEEE Trans. Mob. Comput.
Zhiyong Yu, Yuning Jiang, Xin Liu, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2026 J jnl
Robust Design for RIS-Assisted Over-the-Air Federated Learning With Imperfect Cascaded CSI.
IEEE Trans. Cogn. Commun. Netw.
Qiaochu An, Hongbin Zhu, Qiang Ye, Ning Zhang, Yuanming Shi, Yong Zhou
2026 J jnl
Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks.
IEEE Trans. Wirel. Commun.
Yan Zhu, Jingyang Zhu, Ting Wang, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief
2026 J jnl
Service Function Chain Routing in LEO Networks Using Shortest-Path Delay Statistical Stability.
CoRR
Li Zeng, Zixin Wang, Yuanming Shi, Khaled B. Letaief
2026 J jnl
Throughput-Optimized Service Routing for Microservice Flows in LEO Satellite Networks.
IEEE Trans. Mob. Comput.
Xindi He, Ting Wang, Yuanming Shi, Xin Liu
2026 J jnl
UAV-Assisted Edge Inference With Integrated Sensing, Communication, and Computation.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Shuo Zhang, Guangxu Zhu, Yuan Liu, Yuanming Shi, Honglin Hu
2026 J jnl
Zeroth-Order Federated Fine-Tuning for Large AI Models in Resource-Constrained Wireless Networks.
IEEE Trans. Wirel. Commun.
Tianle Wang, Yong Zhou, Yuanming Shi, Nan Cheng, Haibo Zhou, Hangguan Shan
2025 J jnl
6G SAGIN Information Transmission Model.
IEEE Commun. Mag.
Yuexia Zhang, Xinyi Wang, Yuanshuo Gang, Jian Wang, Sheng Wu, Peiying Zhang, Yuanming Shi
2025 J jnl
A Survey on Integrated Sensing, Communication, and Computation.
IEEE Commun. Surv. Tutorials
Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief
2025 — conf
A-Core: A Novel Framework of Agentic AI in the 6G Core Network.
ICC Workshops
Wen Tong, Wei Huo, Thierry Lejkin, Joel Penhoat, Chenghui Peng, Carlos Pereira, Fei Wang, Shaoyun Wu, Lu Yang, Yuanming Shi
2025 — conf
Adaptive Task-Oriented Communication with Fairness Guarantees.
ICC
Jiaxuan Li, Songjie Xie, Yuanming Shi, Youlong Wu, Meixia Tao
2025 J jnl
Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers.
CoRR
Zhenhao Huang, Kai Liang, Yuanming Shi, Songze Li, Youlong Wu
2025 J jnl
Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks.
CoRR
Peng Yang, Ting Wang, Haibin Cai, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2025 J jnl
Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks.
IEEE Trans. Mob. Comput.
Peng Yang, Ting Wang, Haibin Cai, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2025 J jnl
Coded Computing for Multi-Cluster Distributed Computations.
IEEE Trans. Commun.
Youlong Wu, Chenglin Li, Haoyang Hu, Xiyu Song, Shuai Ma, Yuanming Shi
2025 B conf
Collaborative Multi-Device Edge Inference for Vision-Language Models with Speculative Decoding.
PIMRC
Luteng Qiao, Jiawei Shao, Yong Zhou, Yuanming Shi, Xuelong Li, Khaled B. Letaief
2025 J jnl
Dynamic UAV-Assisted Cooperative Edge AI Inference.
IEEE Trans. Wirel. Commun.
Jingfeng Huang, Lixiang Lian, Dingzhu Wen, Yong Zhou, Fuzhai Wang, Weichang Wang, Yuanming Shi
2025 B conf
ECMSA: Dual-Agent Learning-Based Edge Caching with Multi-Strategy Adaptation in Dynamic Environments.
ICPADS
Jiayi Zhang, Ting Wang, Lu Yang, Yuanming Shi, Haibin Cai
2025 J jnl
Edge Large AI Models: Collaborative Deployment and IoT Applications.
CoRR
Zixin Wang, Yuanming Shi, Khaled Ben Letaief
2025 J jnl
Edge Large AI Models: Collaborative Deployment and IoT Applications.
IEEE Internet Things Mag.
Zixin Wang, Yuanming Shi, Khaled B. Letaief
2025 J jnl
Edge Large AI Models: Revolutionizing 6G Networks.
IEEE Commun. Mag.
Zixin Wang, Yuanming Shi, Yong Zhou, Jingyang Zhu, Khaled B. Letaief
2025 J jnl
Edge Large AI Models: Revolutionizing 6G Networks.
CoRR
Zixin Wang, Yuanming Shi, Yong Zhou, Jingyang Zhu, Khaled Ben Letaief
2025 J jnl
Federated Edge Learning for 6G: Foundations, Methodologies, and Applications.
Proc. IEEE
Meixia Tao, Yong Zhou, Yuanming Shi, Jianmin Lu, Shuguang Cui, Jianhua Lu, Khaled B. Letaief
2025 J jnl
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks.
IEEE Trans. Wirel. Commun.
Zixin Wang, Yong Zhou, Yuanming Shi, Khaled B. Letaief
2025 J jnl
GIRP: Energy-Efficient QoS-Oriented Microservice Resource Provisioning via Multi-Objective Multi-Task Reinforcement Learning.
IEEE Trans. Mob. Comput.
Honggang Yuan, Ting Wang, Min Fu, Yuanming Shi
2025 — conf
Hierarchical Federated Learning with Integrated Sensing-Communication-Computation Over Space-Air-Ground Integrated Networks.
ICC
Zhanpeng Yang, Pengfei Zhang, Jingyang Zhu, Dingzhu Wen, Yuanming Shi, Wei Chen
2025 J jnl
Hierarchical Learning and Computing Over Space-Ground Integrated Networks.
IEEE Trans. Mob. Comput.
Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Linling Kuang
2025 J jnl
Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning.
CoRR
Dingzhu Wen, Sijing Xie, Xiaowen Cao, Yuanhao Cui, Jie Xu, Yuanming Shi, Shuguang Cui
2025 B conf
Integrated Sensing-Communication-Computation for Movable Antennas Assisted Multi-Device Edge AI Inference.
GLOBECOM
Jiayi Yang, Shuai Guo, Chengcheng Wang, Dingzhu Wen, Min Fu, Yong Zhou, Yuanming Shi
2025 J jnl
Is Passive Expertise-Based Personalization Enough? A Case Study in AI-Assisted Test-Taking.
CoRR
Li Siyan, Jason Zhang, Akash Maharaj, Yuanming Shi, Yunyao Li
2025 B conf
Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications.
WCNC
Yanbo Yin, Shu Liu, Dingzhu Wen, Youlong Wu, Yuanming Shi
2025 J jnl
Joint Task Offloading and Energy Harvesting in Space-Air-Ground-Integrated MEC Networks.
IEEE Internet Things J.
Yuexia Zhang, Yunong Yang, Siyu Zhang, Sheng Wu, Yuanming Shi, Jiangzhou Wang
2025 B conf
Latency-Minimal Decentralized LAM Training with Looped Transformers in Heterogeneous LEO Satellite Constellations.
GLOBECOM
He Xian, Zixin Wang, Honggang Yuan, Ting Wang, Yuanming Shi
2025 J jnl
Learning to Beamform for Integrated Sensing and Communication: A Graph Neural Network With Implicit Projection Approach.
IEEE Trans. Wirel. Commun.
Yifei Zhao, Yong Zhou, Zixin Wang, Yuanming Shi, Nan Cheng, Haibo Zhou
2025 — conf
MIMO Over-The-Air Federated Learning With Spiking Neural Network Via Lattice Code.
ICC
Chenye Wang, Youlong Wu, Ting Wang, Yuanming Shi
2025 J jnl
Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning.
CoRR
Zhiyong Yu, Yuning Jiang, Xin Liu, Yuanming Shi, Chunxiao Jiang, Linling Kuang
2025 J jnl
Microservice Migration in Hybrid Satellite-Terrestrial Networks for Autonomous Vehicles.
J. Commun. Inf. Networks
Xin Long, Yuning Jiang, Zixin Wang, Xin Liu, Yuanming Shi, Yong Zhou
2025 J jnl
Over-the-Air Hierarchical Personalized Federated Learning.
IEEE Trans. Veh. Technol.
Fangtong Zhou, Zhibin Wang, Hangguan Shan, Liantao Wu, Xiaohua Tian, Yuanming Shi, Yong Zhou
2025 J jnl
Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding.
CoRR
Ruanjun Li, Ziheng Liu, Yuanming Shi, Jiawei Shao, Chi Zhang, Xuelong Li
2025 C conf
Robust Multimodal Information Bottleneck for Satellite-to-Ground Task-Oriented Communication.
ISCC
Jiayi Huang, Dingzhu Wen, Youlong Wu, Yuanming Shi, Ting Wang
2025 — conf
SAI: Latency-Aware Satellite Edge LAM Inference with Looped Transformer.
ICC
Honggang Yuan, Zixin Wang, Yuning Jiang, Xin Liu, Yuanming Shi, Ting Wang
2025 J jnl
Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies.
CoRR
Yuanming Shi, Jingyang Zhu, Chunxiao Jiang, Linling Kuang, Khaled B. Letaief
2025 J jnl
Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks.
CoRR
Yan Zhu, Jingyang Zhu, Ting Wang, Yuanming Shi, Chunxiao Jiang, Khaled Ben Letaief
2025 J jnl
Satellite edge artificial intelligence with large models: architectures and technologies.
Sci. China Inf. Sci.
Yuanming Shi, Jingyang Zhu, Chunxiao Jiang, Linling Kuang, Khaled Ben Letaief
2025 A* conf
Structured IB: Improving Information Bottleneck with Structured Feature Learning.
AAAI
Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2025 B conf
Topology-Aware Routing for Federated Learning Over Multi-Layer Satellite Networks.
WCNC
Ruanjun Li, Jingyang Zhu, Yijie Mao, Yuanming Shi, Ting Wang, Chunxiao Jiang
2025 J jnl
UAV-Assisted Mobile Edge Computing With Digital Twin.
IEEE Trans. Veh. Technol.
Luteng Qiao, Yong Zhou, Yuanming Shi, Sheng Wu, Tom H. Luan
2025 J jnl
Utility-Leakage Trade-Off for Federated Representation Learning.
Entropy
Yuchen Liu, Onur Günlü, Yuanming Shi, Youlong Wu
2025 J jnl
VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers.
CoRR
Ruanjun Li, Yuedong Tan, Yuanming Shi, Jiawei Shao
2024 J jnl
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids.
CoRR
Qi Li, Ye Shi, Yuning Jiang, Yuanming Shi, Haoyu Wang, H. Vincent Poor
2024 J jnl
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids.
IEEE Trans. Smart Grid
Qi Li, Ye Shi, Yuning Jiang, Yuanming Shi, Haoyu Wang, H. Vincent Poor
2024 J jnl
A Survey on Integrated Sensing, Communication, and Computation.
CoRR
Dingzhu Wen, Yong Zhou, Xiaoyang Li, Yuanming Shi, Kaibin Huang, Khaled B. Letaief
2024 J jnl
Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun.
Yingxue Zhao, Ailing Xiao, Sheng Wu, Chunxiao Jiang, Linling Kuang, Yuanming Shi
2024 J jnl
Collaborative Edge AI Inference Over Cloud-RAN.
IEEE Trans. Commun.
Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi
2024 J jnl
Collaborative Edge AI Inference over Cloud-RAN.
CoRR
Pengfei Zhang, Dingzhu Wen, Guangxu Zhu, Qimei Chen, Kaifeng Han, Yuanming Shi
2024 J jnl
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method.
IEEE Trans. Wirel. Commun.
Peng Yang, Yuning Jiang, Dingzhu Wen, Ting Wang, Colin N. Jones, Yuanming Shi
2024 J jnl
Decentralized Over-the-Air Federated Learning in Full-Duplex MIMO Networks.
IEEE Trans. Wirel. Commun.
Zhibin Wang, Yong Zhou, Yuanming Shi
2024 — conf
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications.
ICC Workshops
Fangtong Zhou, Zhibin Wang, Yuanming Shi, Yong Zhou
2024 B conf
Delay Minimization for NOMA-Assisted Federated Learning.
WCNC
Meng Wu, Zheng Dong, Zhibin Wang, Qiaochu An, Yuanming Shi, Yong Zhou
2024 J jnl
Dual Driven Leaning for Joint Activity Detection and Channel Estimation in Multibeam LEO Satellite Communications.
IEEE J. Sel. Top. Signal Process.
Shuntian Zheng, Sheng Wu, Haoge Jia, Jingjing Zhao, Yuanming Shi, Chunxiao Jiang
2024 B conf
Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck.
GLOBECOM
Jiawei You, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuning Jiang, Yuanming Shi
2024 J jnl
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation.
IEEE Trans. Mob. Comput.
Shu Liu, Dingzhu Wen, Da Li, Qimei Chen, Guangxu Zhu, Yuanming Shi
2024 J jnl
Features Disentangled Semantic Broadcast Communication Networks.
IEEE Trans. Wirel. Commun.
Shuai Ma, Zhi Zhang, Youlong Wu, Hang Li, Guangming Shi, Dahua Gao, Yuanming Shi, Shiyin Li, Naofal Al-Dhahir
2024 J jnl
Federated Edge Learning With Differential Privacy: An Active Reconfigurable Intelligent Surface Approach.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Yuhan Yang, Youlong Wu
2024 J jnl
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks.
CoRR
Zixin Wang, Yong Zhou, Yuanming Shi, Khaled Ben Letaief
2024 J jnl
Federated Learning With Energy Harvesting Devices.
IEEE Trans. Green Commun. Netw.
Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi
2024 J jnl
Federated Learning With Massive Random Access.
IEEE Trans. Wirel. Commun.
Shuhao Xia, Yuanming Shi, Yong Zhou, Youlong Wu, Lin F. Yang, Khaled B. Letaief
2024 J jnl
Federated Learning via Unmanned Aerial Vehicle.
IEEE Trans. Wirel. Commun.
Min Fu, Yuanming Shi, Yong Zhou
2024 B conf
Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks.
GLOBECOM
Zixin Wang, Yong Zhou, Yuanming Shi, Khaled Ben Letaief
2024 J jnl
Federated Multi-Task Learning with Non-Stationary and Heterogeneous Data in Wireless Networks.
IEEE Trans. Wirel. Commun.
Hongwei Zhang, Meixia Tao, Yuanming Shi, Xiaoyan Bi, Khaled B. Letaief
2024 J jnl
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.
IEEE Internet Things J.
Junkai Qian, Yuning Jiang, Xin Liu, Qiong Wang, Ting Wang, Yuanming Shi, Wei Chen
2024 — conf
Fisher-Robust Information Bottleneck for Task-Oriented Communication with Noisy Data.
WCSP
Jielin Zhu, Youlong Wu, Dingzhu Wen, Xuan Liu, Liqun Fu, Yuanming Shi
2024 J jnl
Green Federated Learning Over Cloud-RAN With Limited Fronthaul Capacity and Quantized Neural Networks.
IEEE Trans. Wirel. Commun.
Jiali Wang, Yijie Mao, Ting Wang, Yuanming Shi
2024 J jnl
Hierarchical Learning and Computing over Space-Ground Integrated Networks.
CoRR
Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Linling Kuang
2024 J jnl
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.
IEEE Internet Things Mag.
Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang
2024 J jnl
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference.
IEEE Trans. Wirel. Commun.
Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato
2024 J jnl
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice.
IEEE Commun. Mag.
Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Yi Gong, Qin-Yu Zhang, Kaibin Huang, Khaled B. Letaief
2024 J jnl
Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates.
IEEE Internet Things J.
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
2024 B conf
Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics.
WCNC
Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 — conf
MRIB: Robust Task-Oriented Communication for Multi-Device Scenarios.
WCSP
Yue Cao, Ruihao Guo, Shuai Ma, Yuanming Shi, Feng Tian, Youlong Wu
2024 B conf
Microservice Deployment for Satellite Edge AI Inference via Deep Reinforcement Learning.
PIMRC
Zhiyong Yu, Hei Victor Cheng, Zhanpeng Yang, Xin Liu, Yuning Jiang, Yong Zhou, Yuanming Shi
2024 J jnl
On Exploiting Network Topology for Hierarchical Coded Multi-Task Learning.
IEEE Trans. Commun.
Haoyang Hu, Songze Li, Minquan Cheng, Shuai Ma, Yuanming Shi, Youlong Wu
2024 J jnl
One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation.
IEEE Trans. Wirel. Commun.
Yuhan Yang, Youlong Wu, Yuning Jiang, Yuanming Shi
2024 J jnl
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting.
IEEE Trans. Wirel. Commun.
Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis
2024 — conf
Over-the-Air Computation Assisted Federated Learning with Progressive Training.
ICC
Ge Gao, Qiaochu An, Zhibin Wang, Zixin Wang, Yuanming Shi, Yong Zhou
2024 J jnl
Over-the-Air Computation Empowered Vertically Split Inference.
IEEE Trans. Wirel. Commun.
Peng Yang, Dingzhu Wen, Qunsong Zeng, Yong Zhou, Ting Wang, Haibin Cai, Yuanming Shi
2024 J jnl
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications.
IEEE Internet Things J.
Zhibin Wang, Yapeng Zhao, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief
2024 J jnl
Over-the-Air Federated Graph Learning.
IEEE Trans. Wirel. Commun.
Zixin Wang, Yong Zhou, Yuanming Shi
2024 J jnl
Over-the-Air Federated Learning and Optimization.
IEEE Internet Things J.
Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Wei Chen, Khaled B. Letaief
2024 J jnl
POBO: Safe and Optimal Resource Management for Cloud Microservices.
SIGMETRICS Perform. Evaluation Rev.
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
2024 B conf
RIS-Assisted Multi-Device Edge AI Inference.
WCNC
Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 — conf
Real-time Pricing Mechanism for V2G Using Distributed Bilevel Optimization.
CDC
Jiawei You, Xinliang Dai, Yuning Jiang, Haoyu Yin, Yuanming Shi, Colin N. Jones
2024 J jnl
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis.
CoRR
Yuanming Shi, Li Zeng, Jingyang Zhu, Yong Zhou, Chunxiao Jiang, Khaled B. Letaief
2024 J jnl
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Li Zeng, Jingyang Zhu, Yong Zhou, Chunxiao Jiang, Khaled B. Letaief
2024 B conf
Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization.
GLOBECOM
Yan Zhu, Peng Yang, Jingyang Zhu, Dingzhu Wen, Ting Wang, Yong Zhou, Yuanming Shi, Chunxiao Jiang
2024 J jnl
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying.
Entropy
Kangchun Zhao, Yijie Mao, Yuanming Shi
2024 J jnl
Structured IB: Improving Information Bottleneck with Structured Feature Learning.
CoRR
Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi
2024 J jnl
Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy.
IEEE Trans. Veh. Technol.
Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi
2024 J jnl
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2024 J jnl
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2024 J jnl
Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy.
CoRR
Xiang Jiao, Dingzhu Wen, Guangxu Zhu, Wei Jiang, Wu Luo, Yuanming Shi
2024 J jnl
Toward Effective and Interpretable Semantic Communications.
IEEE Netw.
Youlong Wu, Yuanming Shi, Shuai Ma, Chunxiao Jiang, Wei Zhang, Khaled B. Letaief
2024 J jnl
Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao
2023 J jnl
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun.
Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis
2023 J jnl
Communication-Efficient Coded Computing for Distributed Multi-Task Learning.
IEEE Trans. Commun.
Haoyang Hu, Youlong Wu, Yuanming Shi, Songze Li, Chunxiao Jiang, Wei Zhang
2023 — conf
Communication-Efficient Vertically Split Inference via Over-the-Air Computation.
SPAWC
Peng Yang, Dingzhu Wen, Qunsong Zeng, Ting Wang, Yuanming Shi
2023 C conf
Content-Adaptive Cache Partitioning for Two-Layer Mobile Edge Networks.
ICCC
Yingxue Zhao, Ailing Xiao, Sheng Wu, Chunxiao Jiang, Linling Kuang, Yuanming Shi
2023 B conf
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication.
GLOBECOM
Zeming Zhuang, Dingzhu Wen, Yuanming Shi
2023 J jnl
Federated Linear Bandit Learning via Over-the-Air Computation.
CoRR
Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi
2023 B conf
Federated Linear Bandit Learning via Over-the-air Computation.
GLOBECOM
Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi
2023 J jnl
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.
CoRR
Junkai Qian, Yuning Jiang, Xin Liu, Qing Wang, Ting Wang, Yuanming Shi, Wei Chen
2023 J jnl
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems.
IEEE J. Sel. Areas Commun.
Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han
2023 — conf
Green Federated Learning over Cloud-RAN with Limited Fronthaul and Quantized Neural Networks.
MeditCom
Jiali Wang, Yijie Mao, Ting Wang, Yuanming Shi
2023 — conf
Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks.
GLOBECOM (Workshops)
Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi
2023 J jnl
Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.
CoRR
Dingzhu Wen, Xiaoyang Li, Yong Zhou, Yuanming Shi, Sheng Wu, Chunxiao Jiang
2023 J jnl
Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference.
CoRR
Zeming Zhuang, Dingzhu Wen, Yuanming Shi, Guangxu Zhu, Sheng Wu, Dusit Niyato
2023 J jnl
Integrating Sensing, Communication, and Power Transfer: From Theory to Practice.
CoRR
Xiaoyang Li, Zidong Han, Guangxu Zhu, Yuanming Shi, Jie Xu, Qinyu Zhang, Kaibin Huang, Khaled B. Letaief
2023 B conf
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates.
WCNC
Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu
2023 J jnl
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
IEEE Commun. Surv. Tutorials
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
2023 J jnl
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
CoRR
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
2023 J jnl
Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.
IEEE Trans. Wirel. Commun.
Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Lu Wang, Yuanming Shi, Mingsong Chen
2023 B conf
Multi-Task-Oriented Broadcast for Edge AI Inference via Information Bottleneck.
GLOBECOM
Yuhan Yang, Youlong Wu, Shuai Ma, Yuanming Shi
2023 J jnl
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration.
IEEE Trans. Wirel. Commun.
Hongbin Zhu, Yong Zhou, Hua Qian, Yuanming Shi, Xu Chen, Yang Yang
2023 J jnl
Over-the-Air Federated Learning and Optimization.
CoRR
Jingyang Zhu, Yuanming Shi, Yong Zhou, Chunxiao Jiang, Wei Chen, Khaled B. Letaief
2023 J jnl
POBO: Safe and optimal resource management for cloud microservices.
Perform. Evaluation
Hengquan Guo, Hongchen Cao, Jingzhu He, Xin Liu, Yuanming Shi
2023 B conf
Reconfigurable Intelligent Surface Empowered Rate-Splitting Multiple Access for Simultaneous Wireless Information and Power Transfer.
WCNC
Chengzhong Tian, Yijie Mao, Kangchun Zhao, Yuanming Shi, Bruno Clerckx
2023 J jnl
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control.
IEEE Trans. Commun.
Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi
2023 J jnl
Robust Information Bottleneck for Task-Oriented Communication With Digital Modulation.
IEEE J. Sel. Areas Commun.
Songjie Xie, Shuai Ma, Ming Ding, Yuanming Shi, MingJian Tang, Youlong Wu
2023 — conf
STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks.
ICC Workshops
Xiangyu Zeng, Yijie Mao, Yuanming Shi
2023 J jnl
STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks.
CoRR
Xiangyu Zeng, Yijie Mao, Yuanming Shi
2023 — conf
STAR-RIS Empowered Full Duplex Cooperative Rate Splitting.
VTC Fall
Kangchun Zhao, Yijie Mao, Yuanming Shi
2023 J jnl
Task-Oriented Communications for 6G: Vision, Principles, and Technologies.
CoRR
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
2023 J jnl
Task-Oriented Communications for 6G: Vision, Principles, and Technologies.
IEEE Wirel. Commun.
Yuanming Shi, Yong Zhou, Dingzhu Wen, Youlong Wu, Chunxiao Jiang, Khaled B. Letaief
2023 J jnl
Task-Oriented Explainable Semantic Communications.
IEEE Trans. Wirel. Commun.
Shuai Ma, Weining Qiao, Youlong Wu, Hang Li, Guangming Shi, Dahua Gao, Yuanming Shi, Shiyin Li, Naofal Al-Dhahir
2023 B conf
Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference.
WCNC
Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2023 — conf
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
ICC
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2023 J jnl
Toward Scalable Wireless Federated Learning: Challenges and Solutions.
IEEE Internet Things Mag.
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
2023 J jnl
Towards Scalable Wireless Federated Learning: Challenges and Solutions.
CoRR
Yong Zhou, Yuanming Shi, Haibo Zhou, Jingjing Wang, Liqun Fu, Yang Yang
2023 J jnl
Trustworthy Federated Learning via Blockchain.
IEEE Internet Things J.
Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang
2023 J jnl
UAV-Assisted Multi-Cluster Over-the-Air Computation.
IEEE Trans. Wirel. Commun.
Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang
2023 J jnl
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization.
CoRR
Yuanming Shi, Shuhao Xia, Yong Zhou, Yijie Mao, Chunxiao Jiang, Meixia Tao
2022 J jnl
A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification.
IEEE Trans. Computers
Hao Wang, Xiangyu Yang, Yuanming Shi, Jun Lin
2022 J jnl
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.
IEEE Trans. Wirel. Commun.
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
2022 B conf
Beamforming Design for Integrated Sensing and SWIPT System.
PIMRC
Xiangyu Zeng, Lukuan Xing, Youlong Wu, Yuanming Shi
2022 B conf
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning.
GLOBECOM
Bingqing Jiang, Jun Du, Chunxiao Jiang, Yuanming Shi, Zhu Han
2022 J jnl
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning.
CoRR
Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou
2022 J jnl
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning.
IEEE Trans. Signal Process.
Wenzhi Fang, Ziyi Yu, Yuning Jiang, Yuanming Shi, Colin N. Jones, Yong Zhou
2022 J jnl
Decentralized Multi-Agent Power Control in Wireless Networks With Frequency Reuse.
IEEE Trans. Commun.
Zixin Wang, Jun Zong, Yong Zhou, Yuanming Shi, Vincent W. S. Wong
2022 J jnl
Differentially Private Federated Learning via Reconfigurable Intelligent Surface.
CoRR
Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi
2022 J jnl
Differentially Private Federated Learning via Reconfigurable Intelligent Surface.
IEEE Internet Things J.
Yuhan Yang, Yong Zhou, Youlong Wu, Yuanming Shi
2022 J jnl
Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization.
IEEE Trans. Smart Grid
Junyi Zhai, Yuning Jiang, Yuanming Shi, Colin N. Jones, Xiao-Ping Zhang
2022 — conf
Distributionally Robust Optimization for Vehicle-to-grid with Uncertain Renewable Energy.
ICCAIS
Qi Li, Pengchao Tian, Ye Shi, Yuanming Shi, Hoang Duong Tuan
2022 J jnl
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications.
IEEE J. Sel. Areas Commun.
Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu
2022 J jnl
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach.
IEEE Internet Things J.
Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang
2022 — conf
Federated Learning over LEO Satellite.
GLOBECOM (Workshops)
Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi
2022 J jnl
Federated Learning via Intelligent Reflecting Surface.
IEEE Trans. Wirel. Commun.
Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief
2022 — conf
Federated Multi-Task Learning with Non-Stationary Heterogeneous Data.
ICC
Hongwei Zhang, Meixia Tao, Yuanming Shi, Xiaoyan Bi
2022 — conf
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control.
GLOBECOM (Workshops)
Zixuan Zhang, Yuning Jiang, Yuanming Shi, Ye Shi, Wei Chen
2022 J jnl
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control.
CoRR
Zixuan Zhang, Yuning Jiang, Yuanming Shi, Ye Shi, Wei Chen
2022 J jnl
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems.
CoRR
Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han
2022 J jnl
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks.
CoRR
Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang
2022 J jnl
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks.
IEEE J. Sel. Areas Commun.
Zhibin Wang, Yong Zhou, Yuanming Shi, Weihua Zhuang
2022 — conf
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices.
IEEECONF
Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi
2022 J jnl
Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.
CoRR
Xiao Du, Ting Wang, Qiang Feng, Chenhui Ye, Tao Tao, Yuanming Shi, Mingsong Chen
2022 — conf
Over-the-Air Computation for Vertical Federated Learning.
ICC Workshops
Xiangyu Zeng, Shuhao Xia, Kai Yang, Youlong Wu, Yuanming Shi
2022 J jnl
Over-the-Air Computation: Foundations, Technologies, and Applications.
CoRR
Zhibin Wang, Yapeng Zhao, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Khaled B. Letaief
2022 J jnl
Over-the-Air Federated Learning via Second-Order Optimization.
CoRR
Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones
2022 J jnl
Over-the-Air Federated Learning via Second-Order Optimization.
IEEE Trans. Wirel. Commun.
Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones
2022 — conf
RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks.
VTC Spring
Lin Hu, Zhibin Wang, Hongbin Zhu, Yuanming Shi, Yong Zhou
2022 J jnl
Reconfigurable Intelligent Surface Assisted Massive MIMO With Antenna Selection.
IEEE Trans. Wirel. Commun.
Jinglian He, Kaiqiang Yu, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
2022 — conf
Reconfigurable Intelligent Surface Assisted Over-the-Air Computation in Multi-Cell Networks.
MeditCom
Jun Li, Youlong Wu, Yuanming Shi
2022 J jnl
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks with User Admission Control.
CoRR
Jinglian He, Yijie Mao, Yong Zhou, Ting Wang, Yuanming Shi
2022 J jnl
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation.
CoRR
Songjie Xie, Youlong Wu, Shuai Ma, Ming Ding, Yuanming Shi, MingJian Tang
2022 — conf
Robust Wirtinger Flow Algorithm for Channel Coded Blind Demixing.
ICC
Amin Jalali, Yuanming Shi, Zhi Ding
2022 J jnl
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.
IEEE Trans. Commun.
Min Fu, Tao Jiang, Hayoung Choi, Yong Zhou, Yuanming Shi
2022 J jnl
Task-Oriented Over-the-Air Computation for Multi-Device Edge AI.
CoRR
Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang
2022 J jnl
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
CoRR
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2022 J jnl
Trustworthy Federated Learning via Blockchain.
CoRR
Zhanpeng Yang, Yuanming Shi, Yong Zhou, Zixin Wang, Kai Yang
2022 J jnl
UAV Aided Over-the-Air Computation.
IEEE Trans. Wirel. Commun.
Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang
2022 J jnl
UAV-Assisted Multi-Cluster Over-the-Air Computation.
CoRR
Min Fu, Yong Zhou, Yuanming Shi, Chunxiao Jiang, Wei Zhang
2022 — conf
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design.
ICC Workshops
Shaoming Huang, Pengfei Zhang, Yijie Mao, Lixiang Lian, Youlong Wu, Yuanming Shi
2021 J jnl
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.
CoRR
Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou
2021 — conf
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation.
ICC Workshops
Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi
2021 J jnl
Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation.
CoRR
Shaoming Huang, Yong Zhou, Ting Wang, Yuanming Shi
2021 B conf
Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning.
GLOBECOM
Yandong Shi, Min Fu, Yong Zhou, Yuanming Shi
2021 C conf
Communication-Efficient Quantized SGD for Learning Polynomial Neural Network.
IPCCC
Zhanpeng Yang, Yong Zhou, Youlong Wu, Yuanming Shi
2021 J jnl
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory.
IEEE J. Sel. Areas Commun.
Lintao Li, Longwei Yang, Xin Guo, Yuanming Shi, Haiming Wang, Wei Chen, Khaled B. Letaief
2021 — conf
Double-RIS Assisted Over-the-Air Computation.
GLOBECOM (Workshops)
Jun Li, Min Fu, Yong Zhou, Yuanming Shi
2021 J jnl
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications.
CoRR
Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu
2021 — conf
Fast Convergence Algorithm for Analog Federated Learning.
ICC
Shuhao Xia, Jingyang Zhu, Yuhan Yang, Yong Zhou, Yuanming Shi, Wei Chen
2021 J jnl
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.
IEEE J. Sel. Areas Commun.
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief
2021 — conf
Interference Management for Over-the-Air Computation and Cellular Coexistence Systems.
GLOBECOM (Workshops)
Yuhang Du, Lukuan Xing, Yong Zhou, Yuanming Shi
2021 — conf
Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks.
ICC Workshops
Ding Li, Kunlun Wang, Hongbin Zhu, Yong Zhou, Yuanming Shi
2021 J jnl
Large-Scale Beamforming for Massive MIMO via Randomized Sketching.
IEEE Trans. Veh. Technol.
Hayoung Choi, Tao Jiang, Yuanming Shi, Xuan Liu, Yong Zhou, Khaled B. Letaief
2021 B conf
Learning Proximal Operator Methods for Massive Connectivity in IoT Networks.
GLOBECOM
Yinan Zou, Yong Zhou, Yuanming Shi, Xu Chen
2021 C conf
Multiuser Downlink Beamforming for URLLC in the Short Blocklength Regime.
ICCC
Jiali Wang, Shaoming Huang, Xiangyu Zeng, Ting Wang, Yuanming Shi
2021 J jnl
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
J. Glob. Optim.
Hao Wang, Fan Zhang, Yuanming Shi, Yaohua Hu
2021 — conf
Optimal Receive Beamforming for Over-the-Air Computation.
SPAWC
Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou
2021 J jnl
Optimal Receive Beamforming for Over-the-Air Computation.
CoRR
Wenzhi Fang, Yinan Zou, Hongbin Zhu, Yuanming Shi, Yong Zhou
2021 — conf
Over-the-Air Computation via Cloud Radio Access Networks.
ICC Workshops
Lukuan Xing, Yong Zhou, Yuanming Shi
2021 J jnl
Over-the-Air Computation via Reconfigurable Intelligent Surface.
CoRR
Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
2021 J jnl
Over-the-Air Computation via Reconfigurable Intelligent Surface.
IEEE Trans. Commun.
Wenzhi Fang, Yuning Jiang, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
2021 B conf
Over-the-Air Decentralized Federated Learning.
ISIT
Yandong Shi, Yong Zhou, Yuanming Shi
2021 J jnl
Over-the-Air Decentralized Federated Learning.
CoRR
Yandong Shi, Yong Zhou, Yuanming Shi
2021 — conf
Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee.
ICC Workshops
Yuhan Yang, Yong Zhou, Ting Wang, Yuanming Shi
2021 J jnl
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
IEEE Trans. Commun.
Min Fu, Yong Zhou, Yuanming Shi, Khaled B. Letaief
2021 J jnl
Reconfigurable Intelligent Surface for Green Edge Inference.
IEEE Trans. Green Commun. Netw.
Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi, Kunlun Wang
2021 — conf
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks.
ICC Workshops
Min Fu, Yong Zhou, Yuanming Shi
2021 J jnl
Reconfigurable Intelligent Surface for Massive Connectivity.
CoRR
Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan
2021 J jnl
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation.
IEEE Trans. Signal Process.
Shuhao Xia, Yuanming Shi, Yong Zhou, Xiaojun Yuan
2021 J jnl
Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities.
IEEE Wirel. Commun.
Xiaojun Yuan, Ying-Jun Angela Zhang, Yuanming Shi, Wenjing Yan, Hang Liu
2021 B conf
Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation.
WCNC
Qiaochu An, Yong Zhou, Yuanming Shi
2021 — conf
Saddle Point Approximation Based Delay Analysis for Wireless Federated Learning.
ICC
Longwei Yang, Lintao Li, Xin Guo, Yuanming Shi, Haiming Wang, Wei Chen
2021 C conf
Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming.
ICCC
Shuang Liang, Yuanming Shi, Yong Zhou
2021 J jnl
UAV Aided Over-the-Air Computation.
CoRR
Min Fu, Yong Zhou, Yuanming Shi, Wei Chen, Rui Zhang
2021 — conf
UAV-Assisted Over-the-Air Computation.
ICC
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen
2021 J jnl
UAV-Assisted Over-the-Air Computation.
CoRR
Min Fu, Yong Zhou, Yuanming Shi, Ting Wang, Wei Chen
2021 J jnl
Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks.
IEEE Internet Things J.
Zhibin Wang, Yuanming Shi, Yong Zhou, Haibo Zhou, Ning Zhang
2020 B conf
Age of Aggregated Information: Timely Status Update with Over-the-Air Computation.
GLOBECOM
Jie Li, Yong Zhou, He Chen, Yuanming Shi
2020 J jnl
An Algebraic-Geometric Approach for Linear Regression Without Correspondences.
IEEE Trans. Inf. Theory
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2020 Misc conf
Bandit Sampling for Faster Activity and Data Detection in Massive Random Access.
ICASSP
Jialin Dong, Jun Zhang, Yuanming Shi
2020 J jnl
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow.
IEEE Trans. Signal Process.
Jialin Dong, Yuanming Shi, Zhi Ding
2020 J jnl
Communication-Efficient Edge AI Inference Over Wireless Networks.
CoRR
Kai Yang, Yong Zhou, Zhanpeng Yang, Yuanming Shi
2020 J jnl
Communication-Efficient Edge AI: Algorithms and Systems.
IEEE Commun. Surv. Tutorials
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief
2020 J jnl
Communication-Efficient Edge AI: Algorithms and Systems.
CoRR
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled Ben Letaief
2020 — conf
Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network.
VTC Spring
Jinglian He, Kaiqiang Yu, Yuanming Shi
2020 J jnl
Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network.
CoRR
Jinglian He, Kaiqiang Yu, Yuanming Shi
2020 J jnl
Distributed Optimization for Massive Connectivity.
IEEE Wirel. Commun. Lett.
Yuning Jiang, Junyan Su, Yuanming Shi, Boris Houska
2020 J jnl
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference.
IEEE Internet Things J.
Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding
2020 J jnl
Fast Convergence Algorithm for Analog Federated Learning.
CoRR
Shuhao Xia, Jingyang Zhu, Yuhan Yang, Yong Zhou, Yuanming Shi, Wei Chen
2020 J jnl
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach.
CoRR
Jialin Dong, Jun Zhang, Yuanming Shi, Jessie Hui Wang
2020 J jnl
Federated Learning via Intelligent Reflecting Surface.
CoRR
Zhibin Wang, Jiahang Qiu, Yong Zhou, Yuanming Shi, Liqun Fu, Wei Chen, Khaled B. Letaief
2020 J jnl
Federated Learning via Over-the-Air Computation.
IEEE Trans. Wirel. Commun.
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding
2020 J jnl
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.
CoRR
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen
2020 J jnl
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.
IEEE Netw.
Kai Yang, Yuanming Shi, Yong Zhou, Zhanpeng Yang, Liqun Fu, Wei Chen
2020 J jnl
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.
CoRR
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief
2020 Misc conf
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation.
ICASSP
Shuhao Xia, Yuanming Shi
2020 J jnl
LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples.
IEEE Trans. Wirel. Commun.
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2020 — conf
Multigroup Multicast Transmission via Intelligent Reflecting Surface.
VTC Fall
Ding Li, Qiaochu An, Yuanming Shi, Yong Zhou
2020 — conf
Noisy Demixing: Convex Relaxation Meets Nonconvex Optimization.
VTC Fall
Shaoming Huang, Yong Zhou, Yuanming Shi
2020 — conf
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming.
SAM
Wenzhi Fang, Min Fu, Yuanming Shi, Yong Zhou
2020 J jnl
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming.
CoRR
Wenzhi Fang, Min Fu, Yuanming Shi, Yong Zhou
2020 — conf
Phase Retrieval via Difference of Convex Programming.
VTC Spring
Jinglian He, Min Fu, Kaiqiang Yu, Yuanming Shi
2020 J jnl
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization.
ACM Trans. Knowl. Discov. Data
Jialin Dong, Kai Yang, Yuanming Shi
2020 J jnl
Reconfigurable Intelligent Surface Assisted Massive MIMO with Antenna Selection.
CoRR
Jinglian He, Kaiqiang Yu, Yuanming Shi, Yong Zhou, Wei Chen, Khaled B. Letaief
2020 — conf
Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission.
VTC Spring
Qiaochu An, Yuanming Shi, Yong Zhou
2020 — conf
Reconfigurable Intelligent Surface Enhanced Cognitive Radio Networks.
VTC Fall
Jinglian He, Kaiqiang Yu, Yong Zhou, Yuanming Shi
2020 J jnl
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks.
CoRR
Min Fu, Yong Zhou, Yuanming Shi
2020 J jnl
Reconfigurable-Intelligent-Surface Empowered 6G Wireless Communications: Challenges and Opportunities.
CoRR
Xiaojun Yuan, Ying Jun Zhang, Yuanming Shi, Wenjing Yan, Hang Liu
2020 J jnl
Sparse Optimization for Green Edge AI Inference.
CoRR
Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled Ben Letaief
2020 J jnl
Sparse Optimization for Green Edge AI Inference.
J. Commun. Inf. Networks
Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief
2020 — conf
Sparse Signal Processing for Massive Device Connectivity via Deep Learning.
ICC Workshops
Yandong Shi, Shuhao Xia, Yong Zhou, Yuanming Shi
2020 B conf
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation.
GLOBECOM
Wenzhi Fang, Min Fu, Kunlun Wang, Yuanming Shi, Yong Zhou
2020 J jnl
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation.
CoRR
Wenzhi Fang, Min Fu, Kunlun Wang, Yuanming Shi, Yong Zhou
2020 B conf
Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks.
WCNC
Siyuan Sun, Min Fu, Yuanming Shi, Yong Zhou
2020 J jnl
Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks.
CoRR
Siyuan Sun, Min Fu, Yuanming Shi, Yong Zhou
2020 — conf
Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation.
VTC Spring
Zhibin Wang, Yuanming Shi, Yong Zhou
2019 — conf
A Graph Neural Network Approach for Scalable Wireless Power Control.
GLOBECOM Workshops
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief
2019 J jnl
A Graph Neural Network Approach for Scalable Wireless Power Control.
CoRR
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2019 J jnl
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression.
CoRR
Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang
2019 Misc conf
Algebraically-initialized Expectation Maximization for Header-free Communication.
ICASSP
Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi
2019 — conf
Blind Deconvolution Meets Phase Retrieval in Optical Wireless Communications.
VTC Fall
Min Fu, Yuanming Shi
2019 J jnl
Blind Demixing for Low-Latency Communication.
IEEE Trans. Wirel. Commun.
Jialin Dong, Kai Yang, Yuanming Shi
2019 A conf
Blind Demixing via Wirtinger Flow with Random Initialization.
AISTATS
Jialin Dong, Yuanming Shi
2019 J jnl
Comparing large-scale graphs based on quantum probability theory.
Appl. Math. Comput.
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
2019 J jnl
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization.
IEEE Trans. Signal Process.
Kai Yang, Yuanming Shi, Zhi Ding
2019 — conf
Deep Learning Tasks Processing in Fog-RAN.
VTC Fall
Sheng Hua, Xiangyu Yang, Kai Yang, Gao Yin, Yuanming Shi, Hao Wang
2019 J jnl
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference.
CoRR
Kai Yang, Yuanming Shi, Wei Yu, Zhi Ding
2019 — conf
Federated Learning Based on Over-the-Air Computation.
ICC
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding
2019 J jnl
Flexible Functional Split Design for Downlink C-RAN With Capacity-Constrained Fronthaul.
IEEE Trans. Veh. Technol.
Yong Zhou, Jie Li, Yuanming Shi, Vincent W. S. Wong
2019 J jnl
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks.
IEEE Trans. Wirel. Commun.
Kai Yang, Yuanming Shi, Zhi Ding
2019 — conf
Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks.
GLOBECOM Workshops
Min Fu, Yong Zhou, Yuanming Shi
2019 J jnl
Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks.
CoRR
Min Fu, Yong Zhou, Yuanming Shi
2019 J jnl
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation.
CoRR
Shuhao Xia, Yuanming Shi
2019 J jnl
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff.
IEEE Internet Things J.
Tao Jiang, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2019 J jnl
Large-Scale Beamforming for Massive MIMO via Randomized Sketching.
CoRR
Hayoung Choi, Tao Jiang, Yuanming Shi
2019 Misc conf
Layer-wise Deep Neural Network Pruning via Iteratively Reweighted Optimization.
ICASSP
Tao Jiang, Xiangyu Yang, Yuanming Shi, Hao Wang
2019 Misc conf
Learning Shallow Neural Networks via Provable Gradient Descent with Random Initialization.
ICASSP
Shuhao Xia, Yuanming Shi
2019 — conf
Learning to Branch-and-Bound for Header-Free Communications.
GLOBECOM Workshops
Yandong Shi, Yuanming Shi
2019 — conf
On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation.
VTC Fall
Sheng Hua, Kai Yang, Yuanming Shi
2019 B conf
Over-the-Air Computation via Intelligent Reflecting Surfaces.
GLOBECOM
Tao Jiang, Yuanming Shi
2019 J jnl
Over-the-Air Computation via Intelligent Reflecting Surfaces.
CoRR
Tao Jiang, Yuanming Shi
2019 Misc conf
Pliable Data Shuffling for On-device Distributed Learning.
ICASSP
Tao Jiang, Kai Yang, Yuanming Shi
2019 B conf
Randomized Sketching Based Beamforming for Massive MIMO.
GLOBECOM
Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi
2019 J jnl
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
CoRR
Min Fu, Yong Zhou, Yuanming Shi
2019 — conf
Reconfigurable Intelligent Surface for Green Edge Inference in Machine Learning.
GLOBECOM Workshops
Sheng Hua, Yuanming Shi
2019 J jnl
Reconfigurable Intelligent Surface for Green Edge Inference.
CoRR
Sheng Hua, Yong Zhou, Kai Yang, Yuanming Shi
2019 — conf
Sparse Blind Demixing for Low-Latency Wireless Random Access with Massive Connectivity.
VTC Fall
Min Fu, Jialin Dong, Yuanming Shi
2019 Misc conf
Sparse Blind Demixing for Low-latency Signal Recovery in Massive Iot Connectivity.
ICASSP
Jialin Dong, Yuanming Shi, Zhi Ding
2019 — conf
Stochastic Submodular Maximization for Scalable Network Adaptation in Dense Cloud-RAN.
ICC
Kaiqiang Yu, Jinglian He, Yuanming Shi
2019 J jnl
The Roadmap to 6G - AI Empowered Wireless Networks.
CoRR
Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang
2019 J jnl
The Roadmap to 6G: AI Empowered Wireless Networks.
IEEE Commun. Mag.
Khaled Ben Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang
2019 — conf
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks.
ICC
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2018 — conf
$L_{2}$-Box Optimization for Green Cloud-RAN via Network Adaptation.
VTC Fall
Fan Zhang, Qiong Wu, Hao Wang, Yuanming Shi
2018 J jnl
An Algebraic-Geometric Approach to Shuffled Linear Regression.
CoRR
Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi
2018 J jnl
Blind Demixing for Low-Latency Communication.
CoRR
Jialin Dong, Kai Yang, Yuanming Shi
2018 J jnl
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow.
CoRR
Jialin Dong, Yuanming Shi, Zhi Ding
2018 B conf
Blind demixing for low-latency communication.
WCNC
Jialin Dong, Kai Yang, Yuanming Shi
2018 B conf
Comparing Massive Networks via Moment Matrices.
ISIT
Hayoung Choi, Yifei Shen, Yuanming Shi
2018 J jnl
Comparing large-scale graphs based on quantum probability theory.
CoRR
Hayoung Choi, Hosoo Lee, Yifei Shen, Yuanming Shi
2018 J jnl
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization.
CoRR
Kai Yang, Yuanming Shi, Zhi Ding
2018 J jnl
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief
2018 J jnl
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations.
CoRR
Hayoung Choi, Jinglian He, Hang Hu, Yuanming Shi
2018 J jnl
Federated Learning via Over-the-Air Computation.
CoRR
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding
2018 — conf
Generalized Low-Rank Matrix Completion via Nonconvex Schatten $p$-Norm Minimization.
VTC Fall
Qiong Wu, Fan Zhang, Hao Wang, Yuanming Shi
2018 J jnl
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks.
CoRR
Kai Yang, Yuanming Shi, Zhi Ding
2018 J jnl
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks.
IEEE Commun. Mag.
Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief
2018 J jnl
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff.
CoRR
Tao Jiang, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2018 J jnl
LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples.
CoRR
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2018 Misc conf
Low-Rank Optimization for Data Shuffling in Wireless Distributed Computing.
ICASSP
Kai Yang, Yuanming Shi, Zhi Ding
2018 J jnl
Massive CSI Acquisition for Dense Cloud-RANs With Spatial-Temporal Dynamics.
IEEE Trans. Wirel. Commun.
Xuan Liu, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2018 J jnl
Nonconvex Demixing From Bilinear Measurements.
CoRR
Jialin Dong, Yuanming Shi
2018 J jnl
Nonconvex Demixing From Bilinear Measurements.
IEEE Trans. Signal Process.
Jialin Dong, Yuanming Shi
2018 B conf
Nonconvex Demixing from Bilinear Measurements.
ISIT
Jialin Dong, Yuanming Shi
2018 J jnl
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
CoRR
Hao Wang, Fan Zhang, Qiong Wu, Yaohua Hu, Yuanming Shi
2018 B conf
Permuted Linear Model for Header-Free Communication via Symmetric Polynomials.
ISIT
Xuming Song, Hayoung Choi, Yuanming Shi
2018 — conf
Phase Transitions of Massive Device Connectivity via Convex Geometry.
VTC Fall
Tao Jiang, Yuanming Shi
2018 — conf
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices.
GlobalSIP
Hayoung Choi, Xuming Song, Yuanming Shi
2018 — conf
Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach.
GlobalSIP
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2018 — conf
Sparse and Low-Rank Optimization for Pliable Index Coding.
GlobalSIP
Tao Jiang, Yuanming Shi
2018 — conf
Topological Interference Alignment via Generalized Low-Rank Optimization with Sequential Convex Approximations.
SPAWC
Fan Zhang, Qiong Wu, Hao Wang, Yuanming Shi
2017 — conf
A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN.
VTC Spring
Yuanming Shi, Bamdev Mishra, Xuan Liu, Wei Chen
2017 J jnl
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach.
CoRR
Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief
2017 J jnl
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks.
CoRR
Yuanming Shi, Jun Zhang, Wei Chen, Khaled Ben Letaief
2017 — conf
Generalized matrix completion for low complexity transceiver processing in cache-aided Fog-RAN via the Burer-Monteiro approach.
GlobalSIP
Kai Yang, Yuanming Shi, Zhi Ding
2017 J jnl
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks.
CoRR
Xi Peng, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2017 J jnl
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks.
IEEE Trans. Commun.
Xi Peng, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2017 — conf
Massive CSI acquisition in dense cloud-RAN with spatial and temporal prior information.
ICC
Xuan Liu, Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2017 — conf
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization.
ICDM Workshops
Jialin Dong, Kai Yang, Yuanming Shi
2017 J jnl
Topological Interference Management With User Admission Control via Riemannian Optimization.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Bamdev Mishra, Wei Chen
2016 J jnl
A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization.
CoRR
Yuanming Shi, Bamdev Mishra
2016 — conf
A low-rank approach for interference management in dense wireless networks.
GlobalSIP
Kai Yang, Yuanming Shi, Jun Zhang, Zhi Ding, Khaled Ben Letaief
2016 — conf
Computation offloading in cloud-RAN based mobile cloud computing system.
ICC
Jinkun Cheng, Yuanming Shi, Bo Bai, Wei Chen
2016 B conf
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization.
GLOBECOM
Kai Yang, Yuanming Shi, Zhi Ding
2016 J jnl
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization.
CoRR
Kai Yang, Yuanming Shi, Zhi Ding
2016 J jnl
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2016 J jnl
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2016 — conf
Optimal stochastic power control with compressive CSI acquisition for Cloud-RAN.
GlobalSIP
Suya, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang, Khaled Ben Letaief, Shidong Zhou
2016 J jnl
Smoothed L
IEEE J. Sel. Areas Commun.
Yuanming Shi, Jinkun Cheng, Jun Zhang, Bo Bai, Wei Chen, Khaled Ben Letaief
2016 B conf
Statistical group sparse beamforming for green Cloud-RAN via large system analysis.
ISIT
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2016 J jnl
Topological Interference Management with User Admission Control via Riemannian Optimization.
CoRR
Yuanming Shi, Bamdev Mishra
2015 — conf
Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming.
ICC
Jinkun Cheng, Yuanming Shi, Bo Bai, Wei Chen, Jun Zhang, Khaled Ben Letaief
2015 J jnl
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks.
CoRR
Yuanming Shi, Jun Zhang, Brendan O'Donoghue, Khaled Ben Letaief
2015 J jnl
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks.
IEEE Trans. Signal Process.
Yuanming Shi, Jun Zhang, Brendan O'Donoghue, Khaled Ben Letaief
2015 J jnl
Large-Scale Convex Optimization for Ultra-Dense Cloud-RAN.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief, Bo Bai, Wei Chen
2015 J jnl
Large-scale convex optimization for ultra-dense cloud-RAN.
IEEE Wirel. Commun.
Yuanming Shi, Jun Zhang, Khaled Ben Letaief, Bo Bai, Wei Chen
2015 B conf
Low-rank matrix completion via Riemannian pursuit for topological interference management.
ISIT
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2015 J jnl
Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty.
IEEE Trans. Signal Process.
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2015 J jnl
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI.
IEEE Trans. Signal Process.
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2015 J jnl
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2015 J jnl
Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control.
CoRR
Yuanming Shi, Jinkun Cheng, Jun Zhang, Bo Bai, Wei Chen, Khaled Ben Letaief
2014 — conf
CSI overhead reduction with stochastic beamforming for cloud radio access networks.
ICC
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2014 J jnl
Group Sparse Beamforming for Green Cloud-RAN.
IEEE Trans. Wirel. Commun.
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2014 J jnl
Scalable Coordinated Beamforming for Dense Wireless Cooperative Networks.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2014 B conf
Scalable coordinated beamforming for dense wireless cooperative networks.
GLOBECOM
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2013 J jnl
Group Sparse Beamforming for Green Cloud-RAN.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2013 J jnl
Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN.
CoRR
Yuanming Shi, Jun Zhang, Khaled Ben Letaief
2012 B conf
Coordinated relay beamforming for amplify-and-forward two-hop interference networks.
GLOBECOM
Yuanming Shi, Jun Zhang, Khaled Ben Letaief