Yuanming Shi

IEEE Trans. Wirel. Commun., April, 2024

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2024

Task-Oriented Over-the-Air Computation for Multi-Device Edge AI.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2024

Federated Learning With Energy Harvesting Devices.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., March, 2024

Vertical Federated Learning Over Cloud-RAN: Convergence Analysis and System Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., February, 2024

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2024

Latency Minimization for Wireless Federated Learning With Heterogeneous Local Model Updates.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2024

Integrated Sensing-Communication-Computation for Edge Artificial Intelligence.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2024

Hierarchical Learning and Computing over Space-Ground Integrated Networks.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey on Integrated Sensing, Communication, and Computation.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Task-oriented Over-the-air Computation for Edge-device Co-inference with Balanced Classification Accuracy.

[BibT_eX]

[DOI]

CoRR, 2024

Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

RIS-Assisted Multi-Device Edge AI Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Delay Minimization for NOMA-Assisted Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

Over-the-Air Computation Assisted Federated Learning with Progressive Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

2023

Task-Oriented Explainable Semantic Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., December, 2023

Toward Scalable Wireless Federated Learning: Challenges and Solutions.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., December, 2023

POBO: Safe and optimal resource management for cloud microservices.

[BibT_eX]

[DOI]

Perform. Evaluation, November, 2023

A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., September, 2023

Robust Information Bottleneck for Task-Oriented Communication With Digital Modulation.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., August, 2023

UAV-Assisted Multi-Cluster Over-the-Air Computation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., July, 2023

Communication-Efficient Coded Computing for Distributed Multi-Task Learning.

[BibT_eX]

[DOI]

IEEE Trans. Commun., July, 2023

Reconfigurable Intelligent Surfaces Empowered Green Wireless Networks With User Admission Control.

[BibT_eX]

[DOI]

IEEE Trans. Commun., July, 2023

Task-Oriented Communications for 6G: Vision, Principles, and Technologies.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., June, 2023

Online Client Selection for Asynchronous Federated Learning With Fairness Consideration.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., April, 2023

Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., April, 2023

Multi-Agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2023

Trustworthy Federated Learning via Blockchain.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Integrating Sensing, Communication, and Power Transfer: From Theory to Practice.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Scalable Wireless Federated Learning: Challenges and Solutions.

[BibT_eX]

[DOI]

CoRR, 2023

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Machine Learning for Large-Scale Optimization in 6G Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2023

Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

STAR-RIS Empowered Full Duplex Cooperative Rate Splitting.

[BibT_eX]

[DOI]

Kangchun Zhao

Yijie Mao

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Communication-Efficient Vertically Split Inference via Over-the-Air Computation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Content-Adaptive Cache Partitioning for Two-Layer Mobile Edge Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xiangyu Zeng

Yijie Mao

Proceedings of the IEEE International Conference on Communications, 2023

Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication.

[BibT_eX]

[DOI]

Zeming Zhuang

Dingzhu Wen

Proceedings of the IEEE Global Communications Conference, 2023

Multi-Task-Oriented Broadcast for Edge AI Inference via Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

Federated Linear Bandit Learning via Over-the-air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Over-the-Air Federated Learning via Second-Order Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Federated Learning via Intelligent Reflecting Surface.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Reconfigurable Intelligent Surface Assisted Massive MIMO With Antenna Selection.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

UAV Aided Over-the-Air Computation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Distributionally Robust Joint Chance-Constrained Dispatch for Integrated Transmission-Distribution Systems via Distributed Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2022

Decentralized Multi-Agent Power Control in Wireless Networks With Frequency Reuse.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

Sparse and Low-Rank Optimization for Pliable Index Coding via Alternating Projection.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Differentially Private Federated Learning via Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Over-the-Air Computation: Foundations, Technologies, and Applications.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks.

[BibT_eX]

[DOI]

CoRR, 2022

RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks.

[BibT_eX]

[DOI]

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Beamforming Design for Integrated Sensing and SWIPT System.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Reconfigurable Intelligent Surface Assisted Over-the-Air Computation in Multi-Cell Networks.

[BibT_eX]

[DOI]

Jun Li

Youlong Wu

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Distributionally Robust Optimization for Vehicle-to-grid with Uncertain Renewable Energy.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Control, 2022

Federated Multi-Task Learning with Non-Stationary Heterogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Over-the-Air Computation for Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Robust Wirtinger Flow Algorithm for Channel Coded Blind Demixing.

[BibT_eX]

[DOI]

Amin Jalali

Proceedings of the IEEE International Conference on Communications, 2022

Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Federated Learning over LEO Satellite.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xiaojun Yuan

Ying-Jun Angela Zhang

Wenjing Yan

Hang Liu

IEEE Wirel. Commun., 2021

Large-Scale Beamforming for Massive MIMO via Randomized Sketching.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Reconfigurable Intelligent Surface for Green Edge Inference.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2021

Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Over-the-Air Computation via Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.

[BibT_eX]

[DOI]

J. Glob. Optim., 2021

Wireless-Powered Over-the-Air Computation in Intelligent Reflecting Surface-Aided IoT Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.

[BibT_eX]

[DOI]

CoRR, 2021

Reconfigurable Intelligent Surface for Massive Connectivity.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

Qiaochu An

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Optimal Receive Beamforming for Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Over-the-Air Decentralized Federated Learning.

[BibT_eX]

[DOI]

Yandong Shi

Proceedings of the IEEE International Symposium on Information Theory, 2021

Communication-Efficient Quantized SGD for Learning Polynomial Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

Multiuser Downlink Beamforming for URLLC in the Short Blocklength Regime.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming.

[BibT_eX]

[DOI]

Shuang Liang

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Reconfigurable Intelligent Surface Assisted Federated Learning with Privacy Guarantee.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Saddle Point Approximation Based Delay Analysis for Wireless Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Over-the-Air Computation via Cloud Radio Access Networks.

[BibT_eX]

[DOI]

Lukuan Xing

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Fast Convergence Algorithm for Analog Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Joint Admission Control and Beamforming for Intelligent Reflecting Surface Aided Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

UAV-Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Reconfigurable Intelligent Surface for Interference Alignment in MIMO Device-to-Device Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Learning Proximal Operator Methods for Massive Connectivity in IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Double-RIS Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

Distributed Optimization for Massive Connectivity.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Federated Learning via Over-the-Air Computation.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

An Algebraic-Geometric Approach for Linear Regression Without Correspondences.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

IEEE Netw., 2020

Sparse Optimization for Green Edge AI Inference.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2020

Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Communication-Efficient Edge AI Inference Over Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Reconfigurable-Intelligent-Surface Empowered 6G Wireless Communications: Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2020

Communication-Efficient Edge AI: Algorithms and Systems.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2020

Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

Zhibin Wang

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Multigroup Multicast Transmission via Intelligent Reflecting Surface.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Noisy Demixing: Convex Relaxation Meets Nonconvex Optimization.

[BibT_eX]

[DOI]

Shaoming Huang

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Reconfigurable Intelligent Surface Enhanced Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network.

[BibT_eX]

[DOI]

Jinglian He

Kaiqiang Yu

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Phase Retrieval via Difference of Convex Programming.

[BibT_eX]

[DOI]

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission.

[BibT_eX]

[DOI]

Qiaochu An

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Outage Minimization for Intelligent Reflecting Surface Aided MISO Communication Systems via Stochastic Beamforming.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Sparse Signal Processing for Massive Device Connectivity via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation.

[BibT_eX]

[DOI]

Shuhao Xia

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bandit Sampling for Faster Activity and Data Detection in Massive Random Access.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Age of Aggregated Information: Timely Status Update with Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Blind Demixing for Low-Latency Communication.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Flexible Functional Split Design for Downlink C-RAN With Capacity-Constrained Fronthaul.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Reconfigurable Intelligent Surface for Green Edge Inference.

[BibT_eX]

[DOI]

CoRR, 2019

A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression.

[BibT_eX]

[DOI]

CoRR, 2019

Reconfigurable Intelligent Surface Empowered Downlink Non-Orthogonal Multiple Access.

[BibT_eX]

[DOI]

CoRR, 2019

Large-Scale Beamforming for Massive MIMO via Randomized Sketching.

[BibT_eX]

[DOI]

CoRR, 2019

The Roadmap to 6G: AI Empowered Wireless Networks.

[BibT_eX]

[DOI]

Ying-Jun Angela Zhang

IEEE Commun. Mag., 2019

Comparing large-scale graphs based on quantum probability theory.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Deep Learning Tasks Processing in Fog-RAN.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation.

[BibT_eX]

[DOI]

Sheng Hua

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Blind Deconvolution Meets Phase Retrieval in Optical Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Sparse Blind Demixing for Low-Latency Wireless Random Access with Massive Connectivity.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Stochastic Submodular Maximization for Scalable Network Adaptation in Dense Cloud-RAN.

[BibT_eX]

[DOI]

Kaiqiang Yu

Jinglian He

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Federated Learning Based on Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Learning Shallow Neural Networks via Provable Gradient Descent with Random Initialization.

[BibT_eX]

[DOI]

Shuhao Xia

Proceedings of the IEEE International Conference on Acoustics, 2019

Algebraically-initialized Expectation Maximization for Header-free Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Layer-wise Deep Neural Network Pruning via Iteratively Reweighted Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Pliable Data Shuffling for On-device Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Sparse Blind Demixing for Low-latency Signal Recovery in Massive Iot Connectivity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning to Branch-and-Bound for Header-Free Communications.

[BibT_eX]

[DOI]

Yandong Shi

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

A Graph Neural Network Approach for Scalable Wireless Power Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Reconfigurable Intelligent Surface for Green Edge Inference in Machine Learning.

[BibT_eX]

[DOI]

Sheng Hua

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Randomized Sketching Based Beamforming for Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Over-the-Air Computation via Intelligent Reflecting Surfaces.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Blind Demixing via Wirtinger Flow with Random Initialization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Massive CSI Acquisition for Dense Cloud-RANs With Spatial-Temporal Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Nonconvex Demixing From Bilinear Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples.

[BibT_eX]

[DOI]

CoRR, 2018

Fast Computing von Neumann Entropy for Large-scale Graphs via Quadratic Approximations.

[BibT_eX]

[DOI]

CoRR, 2018

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods.

[BibT_eX]

[DOI]

CoRR, 2018

An Algebraic-Geometric Approach to Shuffled Linear Regression.

[BibT_eX]

[DOI]

CoRR, 2018

Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

$L_{2}$-Box Optimization for Green Cloud-RAN via Network Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Generalized Low-Rank Matrix Completion via Nonconvex Schatten $p$-Norm Minimization.

[BibT_eX]

[DOI]

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Phase Transitions of Massive Device Connectivity via Convex Geometry.

[BibT_eX]

[DOI]

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Topological Interference Alignment via Generalized Low-Rank Optimization with Sequential Convex Approximations.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Permuted Linear Model for Header-Free Communication via Symmetric Polynomials.

[BibT_eX]

[DOI]

Xuming Song

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Comparing Massive Networks via Moment Matrices.

[BibT_eX]

[DOI]

Yifei Shen

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Low-Rank Optimization for Data Shuffling in Wireless Distributed Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Sparse and Low-Rank Optimization for Pliable Index Coding.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Xuming Song

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Topological Interference Management With User Admission Control via Riemannian Optimization.

[BibT_eX]

[DOI]

Bamdev Mishra

Wei Chen

IEEE Trans. Wirel. Commun., 2017

Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2017

A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN.

[BibT_eX]

[DOI]

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Smoothed L<sub>p</sub>-Minimization for Green Cloud-RAN With User Admission Control.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Topological Interference Management with User Admission Control via Riemannian Optimization.

[BibT_eX]

[DOI]

Bamdev Mishra

CoRR, 2016

A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization.

[BibT_eX]

[DOI]

Bamdev Mishra

CoRR, 2016

Statistical group sparse beamforming for green Cloud-RAN via large system analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Computation offloading in cloud-RAN based mobile cloud computing system.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

A low-rank approach for interference management in dense wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Optimal stochastic power control with compressive CSI acquisition for Cloud-RAN.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Large-scale convex optimization for ultra-dense cloud-RAN.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2015

Large-Scale Convex Optimization for Dense Wireless Cooperative Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control.

[BibT_eX]

[DOI]

CoRR, 2015

Low-rank matrix completion via Riemannian pursuit for topological interference management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Group Sparse Beamforming for Green Cloud-RAN.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

CSI overhead reduction with stochastic beamforming for cloud radio access networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Scalable coordinated beamforming for dense wireless cooperative networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN.

[BibT_eX]

[DOI]

CoRR, 2013

2012

Coordinated relay beamforming for amplify-and-forward two-hop interference networks.

[BibT_eX]

[DOI]