Weisi Guo

Weisi Guo

Cranfield University

H-index: 41

Europe-United Kingdom

About Weisi Guo

Weisi Guo, With an exceptional h-index of 41 and a recent h-index of 33 (since 2020), a distinguished researcher at Cranfield University, specializes in the field of Graph Signal Processing, Communication Networks, Autonomy, Explainable AI, Social Physics.

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

Explainable Adversarial Learning Framework on Physical Layer Secret Keys Combating Malicious Reconfigurable Intelligent Surface

Characterizing China's Road Network Development from a Spatial Entropy Perspective

Resilient Multi-Sensor UAV Navigation with a Hybrid Federated Fusion Architecture

Network-Entropy-based Morphological Polycentricity in 1851-1881 England and Wales

Trajectory Inference of Unknown Linear Systems based on Partial States Measurements

Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network

A Novel Distributed Authentication of Blockchain Technology Integration in IoT Services

Uncovering Drone Intentions using Control Physics Informed Machine Learning

Weisi Guo Information

University

Position

Professor of Human Machine Intelligence - ; Visiting Fellow - Alan Turing Inst.

Citations(all)

6702

Citations(since 2020)

4502

Cited By

4182

hIndex(all)

41

hIndex(since 2020)

33

i10Index(all)

141

i10Index(since 2020)

106

Email

University Profile Page

Google Scholar

Weisi Guo Skills & Research Interests

Graph Signal Processing

Communication Networks

Autonomy

Explainable AI

Social Physics

Top articles of Weisi Guo

Title

Journal

Author(s)

Publication Date

Explainable Adversarial Learning Framework on Physical Layer Secret Keys Combating Malicious Reconfigurable Intelligent Surface

arXiv preprint arXiv:2402.06663

Zhuangkun Wei

Wenxiu Hu

Weisi Guo

2024/2/6

Characterizing China's Road Network Development from a Spatial Entropy Perspective

Journal of Transport Geography

Jiamin Pan

Xia Zhao

Weisi Guo

Yuhao Feng

Yu Liu

...

2024/4/1

Resilient Multi-Sensor UAV Navigation with a Hybrid Federated Fusion Architecture

Sensors

Sorin Negru

Patrick Geragersian

Ivan Petrunin

Weisi Guo

2024/2/1

Network-Entropy-based Morphological Polycentricity in 1851-1881 England and Wales

Environment and Planning B: Urban Analytics and City Science

Matteo Mazzamurro

Weisi Guo

2024/3/6

Trajectory Inference of Unknown Linear Systems based on Partial States Measurements

IEEE Transactions on Systems, Man and Cybernetics: Systems

Adolfo Perrusquía

Weisi Guo

2024/1/9

Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network

arXiv preprint arXiv:2402.16925

Mengbang Zou

Weisi Guo

Bailu Jin

2024/2/26

A Novel Distributed Authentication of Blockchain Technology Integration in IoT Services

IEEE Access

Avishaek Deep

Adolfo Perrusquía

Lamees Aljaburi

Saba Al-Rubaye

Weisi Guo

2024/1/4

Uncovering Drone Intentions using Control Physics Informed Machine Learning

Nature Communications Engineering

Adolfo Perrusquía

Weisi Guo

Benjamin Fraser

Zhuangkun Wei

2024/2/24

Multi-agent Reinforcement Learning-based Passenger Spoofing Attack on Mobility-as-a-Service

IEEE Transactions on Dependable and Secure Computing

Kai-Fung Chu

Weisi Guo

2024/4/30

Control Layer Security: Exploiting Unobservable Cooperative States of Autonomous Systems for Secret Key Generation

IEEE Transactions on Mobile Computing

Zhuangkun Wei

Weisi Guo

2024/2/22

Reservoir Computing for Drone Trajectory Intent Prediction: A Physics Informed Approach

IEEE Transactions on Cybernetics

Adolfo Perrusquía

Weisi Guo

2024/4/4

A Deep Mixture of Experts Network for Drone Trajectory Intent Classification and Prediction using Non-Cooperative Radar Data

Benjamin Fraser

Adolfo Perrusquía

Dimitrios Panagiotakopoulos

Weisi Guo

2023/12/5

Impact of Geographic Diversity on Citation of Collaborative Research

Quantitative Science Studies

Cian Naik

Cassidy R Sugimoto

Vincent Larivière

Chenlei Leng

Weisi Guo

2023/5/1

Machine Learning-enabled Globally Guaranteed Evolutionary Computation

Nature Machine Intelligence

Bin Li

Ziping Wei

Jingjing Wu

Shuai Yu

Tian Zhang

...

2023/4/10

Securing IoT Communication using Physical Sensor Data - Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning

Liang Wang

Zhuangkun Wei

Weisi Guo

2023/7/8

Control Layer Security: A New Security Paradigm for Cooperative Autonomous Systems

IEEE Vehicular Technology Magazine

Weisi Guo

Zhuangkun Wei

Oscar Gonzalez

Adolfo Perrusquía

Antonios Tsourdos

2023/7/23

Negative Social Tipping Dynamics Resulting from and Reinforcing Earth System Destabilisation

Viktoria Spaiser

Sirkku Juhola

Sara M Constantino

Weisi Guo

Tabitha Watson

...

2023/9/4

​Privacy-Preserving Federated Deep Reinforcement Learning for Mobility-as-a-Service

IEEE Transactions on Intelligent Transportation Systems

Kai-Fung Chu

Weisi Guo

2023/10/3

Drone’s Objective Inference using Policy Error Inverse Reinforcement Learning

IEEE Transactions on Neural Networks and Learning Systems

Adolfo Perrusquía

Weisi Guo

2023/11/22

Multi-Spectral Fusion using Generative Adversarial Networks for UAV Detection of Wild Fires

Tanmay Kacker

Adolfo Perrusquia

Weisi Guo

2023/2/20

See List of Professors in Weisi Guo University(Cranfield University)

Co-Authors

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