Yuanming Shi

About Yuanming Shi

Yuanming Shi, With an exceptional h-index of 36 and a recent h-index of 35 (since 2020), a distinguished researcher at Shanghai Tech University, specializes in the field of Edge AI, Federated Learning, Task-Oriented Communications.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks

On Exploiting Network Topology for Hierarchical Coded Multi-task Learning

Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems

POBO: Safe and Optimal Resource Management for Cloud Microservices

Collaborative Edge AI Inference over Cloud-RAN

Algorithm Unrolling for Massive Connectivity in IoT Networks

Satellite Federated Edge Learning: Architecture Design and Convergence Analysis

Over-the-Air Federated Learning and Optimization

Yuanming Shi Information

University

Position

___

Citations(all)

7569

Citations(since 2020)

6843

Cited By

2255

hIndex(all)

36

hIndex(since 2020)

35

i10Index(all)

94

i10Index(since 2020)

89

Email

University Profile Page

Google Scholar

Yuanming Shi Skills & Research Interests

Edge AI

Federated Learning

Task-Oriented Communications

Top articles of Yuanming Shi

Title

Journal

Author(s)

Publication Date

Adaptive Partitioning and Placement for Two-Layer Collaborative Caching in Mobile Edge Computing Networks

IEEE Transactions on Wireless Communications

Yingxue Zhao

Ailing Xiao

Sheng Wu

Chunxiao Jiang

Linling Kuang

...

2024/1/4

On Exploiting Network Topology for Hierarchical Coded Multi-task Learning

IEEE Transactions on Communications

Haoyang Hu

Songze Li

Minquan Cheng

Shuai Ma

Yuanming Shi

...

2024/3/25

Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems

IEEE Transactions on Sustainable Energy

Junyi Zhai

Yuning Jiang

Ming Zhou

Yuanming Shi

Wei Chen

...

2024/3/19

POBO: Safe and Optimal Resource Management for Cloud Microservices

Performance Evaluation

Hengquan Guo

Hongchen Cao

Jingzhu He

Xin Liu

Yuanming Shi

2023/11/1

Collaborative Edge AI Inference over Cloud-RAN

IEEE Transactions on Communications

Pengfei Zhang

Dingzhu Wen

Guangxu Zhu

Qimei Chen

Kaifeng Han

...

2024/4/15

Algorithm Unrolling for Massive Connectivity in IoT Networks

Next Generation Multiple Access

Yinan Zou

Yong Zhou

Yuanming Shi

2024/2/21

Satellite Federated Edge Learning: Architecture Design and Convergence Analysis

arXiv preprint arXiv:2404.01875

Yuanming Shi

Li Zeng

Jingyang Zhu

Yong Zhou

Chunxiao Jiang

...

2024/4/2

Over-the-Air Federated Learning and Optimization

IEEE Internet of Things Journal

Jingyang Zhu

Yuanming Shi

Yong Zhou

Chunxiao Jiang

Wei Chen

...

2024/1/10

A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids

IEEE Transactions on Smart Grid

Qi Li

Ye Shi

Yuning Jiang

Yuanming Shi

Haoyu Wang

...

2024/4/2

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

Yingxue Zhao

Ailing Xiao

Sheng Wu

Chunxiao Jiang

Linling Kuang

...

2023/8/10

Integrated Sensing-Communication-Computation for Over-the-Air Edge AI Inference

IEEE Transactions on Wireless Communications

Zeming Zhuang

Dingzhu Wen

Yuanming Shi

Guangxu Zhu

Sheng Wu

...

2023/8/24

One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation

IEEE Transactions on Wireless Communications

Yuhan Yang

Youlong Wu

Yuning Jiang

Yuanming Shi

2023/10/30

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

Zeming Zhuang

Dingzhu Wen

Yuanming Shi

2023/12/4

Task-oriented over-the-air computation for multi-device edge split inference

Dingzhu Wen

Xiang Jiao

Peixi Liu

Guangxu Zhu

Yuanming Shi

...

2023/3/26

Task-oriented communications for 6G: Vision, principles, and technologies

IEEE Wireless Communications

Yuanming Shi

Yong Zhou

Dingzhu Wen

Youlong Wu

Chunxiao Jiang

...

2023/6

Machine learning for large-scale optimization in 6g wireless networks

Yandong Shi

Lixiang Lian

Yuanming Shi

Zixin Wang

Yong Zhou

...

2023/8/1

Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks

IEEE Internet of Things Journal

Junkai Qian

Yuning Jiang

Xin Liu

Qiong Wang

Ting Wang

...

2023/8/21

STAR-RIS Empowered Full Duplex Cooperative Rate Splitting

Kangchun Zhao

Yijie Mao

Yuanming Shi

2023/10/10

Toward Scalable Wireless Federated Learning: Challenges and Solutions

IEEE Internet of Things Magazine

Yong Zhou

Yuanming Shi

Haibo Zhou

Jingjing Wang

Liqun Fu

...

2023/12/18

Federated Linear Bandit Learning via Over-the-air Computation

Jiali Wang

Yuning Jiang

Xin Liu

Ting Wang

Yuanming Shi

2023/12/4

See List of Professors in Yuanming Shi University(Shanghai Tech University)

Co-Authors

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