Yuanming Shi
Orcid: 0000-0002-1418-7465Affiliations:
- ShanghaiTech University, School of Information Science and Technology, Shanghai, China
According to our database1,
Yuanming Shi
authored at least 202 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Wirel. Commun., April, 2024
Federated Multi-Task Learning with Non-Stationary and Heterogeneous Data in Wireless Networks.
IEEE Trans. Wirel. Commun., April, 2024
IEEE Trans. Wirel. Commun., April, 2024
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun., March, 2024
IEEE Trans. Wirel. Commun., March, 2024
IEEE Trans. Green Commun. Netw., March, 2024
Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization.
IEEE Trans. Wirel. Commun., February, 2024
SIGMETRICS Perform. Evaluation Rev., February, 2024
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.
IEEE Internet Things J., February, 2024
Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates.
IEEE Internet Things J., January, 2024
A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids.
CoRR, 2024
2023
IEEE Trans. Wirel. Commun., December, 2023
IEEE Internet Things Mag., December, 2023
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun., September, 2023
Robust Information Bottleneck for Task-Oriented Communication With Digital Modulation.
IEEE J. Sel. Areas Commun., August, 2023
IEEE Trans. Wirel. Commun., July, 2023
IEEE Trans. Commun., July, 2023
Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control.
IEEE Trans. Commun., July, 2023
IEEE Wirel. Commun., June, 2023
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration.
IEEE Trans. Wirel. Commun., April, 2023
Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems.
IEEE J. Sel. Areas Commun., April, 2023
Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.
IEEE Trans. Wirel. Commun., March, 2023
CoRR, 2023
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.
CoRR, 2023
CoRR, 2023
IEEE Commun. Surv. Tutorials, 2023
Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Reconfigurable Intelligent Surface Empowered Rate-Splitting Multiple Access for Simultaneous Wireless Information and Power Transfer.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Green Federated Learning over Cloud-RAN with Limited Fronthaul and Quantized Neural Networks.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
STAR-RIS Assisted Over-the-Air Vertical Federated Learning in Multi-Cell Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
Proceedings of the IEEE Global Communications Conference, 2023
2022
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Wirel. Commun., 2022
IEEE Trans. Signal Process., 2022
Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization.
IEEE Trans. Smart Grid, 2022
IEEE Trans. Commun., 2022
Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.
IEEE Trans. Commun., 2022
IEEE Trans. Computers, 2022
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks.
IEEE J. Sel. Areas Commun., 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications.
IEEE J. Sel. Areas Commun., 2022
IEEE Internet Things J., 2022
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach.
IEEE Internet Things J., 2022
Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.
CoRR, 2022
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
Reconfigurable Intelligent Surface Assisted Over-the-Air Computation in Multi-Cell Networks.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022
Distributionally Robust Optimization for Vehicle-to-grid with Uncertain Renewable Energy.
Proceedings of the 11th International Conference on Control, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control.
Proceedings of the IEEE Globecom 2022 Workshops, 2022
Proceedings of the IEEE Globecom 2022 Workshops, 2022
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2022
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities.
IEEE Wirel. Commun., 2021
IEEE Trans. Veh. Technol., 2021
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation.
IEEE Trans. Signal Process., 2021
IEEE Trans. Green Commun. Netw., 2021
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
IEEE Trans. Commun., 2021
IEEE Trans. Commun., 2021
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.
IEEE J. Sel. Areas Commun., 2021
Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory.
IEEE J. Sel. Areas Commun., 2021
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
J. Glob. Optim., 2021
Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks.
IEEE Internet Things J., 2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.
CoRR, 2021
Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Proceedings of the IEEE International Symposium on Information Theory, 2021
Proceedings of the IEEE International Performance, 2021
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the ICC 2021, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the ICC 2021, 2021
Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021
Interference Management for Over-the-Air Computation and Cellular Coexistence Systems.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021
2020
LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples.
IEEE Trans. Wirel. Commun., 2020
IEEE Trans. Signal Process., 2020
ACM Trans. Knowl. Discov. Data, 2020
IEEE Trans. Inf. Theory, 2020
Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.
IEEE Netw., 2020
Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference.
IEEE Internet Things J., 2020
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach.
CoRR, 2020
Reconfigurable-Intelligent-Surface Empowered 6G Wireless Communications: Challenges and Opportunities.
CoRR, 2020
IEEE Commun. Surv. Tutorials, 2020
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation.
Proceedings of the IEEE Global Communications Conference, 2020
2019
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks.
IEEE Trans. Wirel. Commun., 2019
Flexible Functional Split Design for Downlink C-RAN With Capacity-Constrained Fronthaul.
IEEE Trans. Veh. Technol., 2019
IEEE Trans. Signal Process., 2019
Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff.
IEEE Internet Things J., 2019
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression.
CoRR, 2019
Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.
CoRR, 2019
Appl. Math. Comput., 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Sparse Blind Demixing for Low-Latency Wireless Random Access with Massive Connectivity.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Stochastic Submodular Maximization for Scalable Network Adaptation in Dense Cloud-RAN.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Learning Shallow Neural Networks via Provable Gradient Descent with Random Initialization.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
IEEE Trans. Wirel. Commun., 2018
IEEE Trans. Wirel. Commun., 2018
LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples.
CoRR, 2018
Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations.
CoRR, 2018
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.
CoRR, 2018
IEEE Commun. Mag., 2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Topological Interference Alignment via Generalized Low-Rank Optimization with Sequential Convex Approximations.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
Topological Interference Management With User Admission Control via Riemannian Optimization.
IEEE Trans. Wirel. Commun., 2017
IEEE Trans. Commun., 2017
A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Massive CSI acquisition in dense cloud-RAN with spatial and temporal prior information.
Proceedings of the IEEE International Conference on Communications, 2017
Generalized matrix completion for low complexity transceiver processing in cache-aided Fog-RAN via the Burer-Monteiro approach.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit.
IEEE Trans. Wirel. Commun., 2016
IEEE J. Sel. Areas Commun., 2016
Topological Interference Management with User Admission Control via Riemannian Optimization.
CoRR, 2016
A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization.
CoRR, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty.
IEEE Trans. Signal Process., 2015
Low-rank matrix completion via Riemannian pursuit for topological interference management.
Proceedings of the IEEE International Symposium on Information Theory, 2015
Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
2014
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the IEEE Global Communications Conference, 2014
2013
Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN.
CoRR, 2013
2012
Proceedings of the 2012 IEEE Global Communications Conference, 2012