Xingkang He

About Xingkang He

Xingkang He, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Kungliga Tekniska högskolan, specializes in the field of System estimation, machine learning, optimization, signal processing, control theory.

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

Community structure recovery and interaction probability estimation for gossip opinion dynamics

Asymptotic analysis of federated learning under event-triggered communication

On consistency and stability of distributed Kalman filter under mismatched noise covariance and uncertain dynamics

Navigating a mobile robot using switching distributed sensor networks

Privacy-preserving set-based estimation using partially homomorphic encryption

Revisit last-iterate convergence of mSGD under milder requirement on step size

A sample-based algorithm for approximately testing r-robustness of a digraph

Identification of linear systems with multiplicative noise from multiple trajectory data

Xingkang He Information

University

Position

___

Citations(all)

472

Citations(since 2020)

453

Cited By

137

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Xingkang He Skills & Research Interests

System estimation

machine learning

optimization

signal processing

control theory

Top articles of Xingkang He

Community structure recovery and interaction probability estimation for gossip opinion dynamics

Automatica

2023/8/1

Yu Xing
Yu Xing

H-Index: 2

Xingkang He
Xingkang He

H-Index: 6

Asymptotic analysis of federated learning under event-triggered communication

IEEE Transactions on Signal Processing

2023/7/18

On consistency and stability of distributed Kalman filter under mismatched noise covariance and uncertain dynamics

Automatica

2023/7/1

Xingkang He
Xingkang He

H-Index: 6

Vijay Gupta
Vijay Gupta

H-Index: 27

Navigating a mobile robot using switching distributed sensor networks

2023/6/13

Xingkang He
Xingkang He

H-Index: 6

Ehsan Hashemi
Ehsan Hashemi

H-Index: 3

Privacy-preserving set-based estimation using partially homomorphic encryption

European Journal of Control

2023/5/1

Revisit last-iterate convergence of mSGD under milder requirement on step size

Advances in Neural Information Processing Systems

2022/12/6

A sample-based algorithm for approximately testing r-robustness of a digraph

2022/12/6

Identification of linear systems with multiplicative noise from multiple trajectory data

Automatica

2022/10/1

Yu Xing
Yu Xing

H-Index: 2

Xingkang He
Xingkang He

H-Index: 6

Distributed filter with biased measurements: a scalable bias-correction approach

IEEE Transactions on Signal and Information Processing over Networks

2022/9/28

Xingkang He
Xingkang He

H-Index: 6

Recursive network estimation for a model with binary-valued states

IEEE Transactions on Automatic Control

2023/7

Yu Xing
Yu Xing

H-Index: 2

Xingkang He
Xingkang He

H-Index: 6

Differentially private distributed algorithms for stochastic aggregative games

IEEE Transactions on Automatic Control

2024/1/8

Robust slip-aware fusion for mobile robots state estimation

IEEE Robotics and Automation Letters

2022/6/20

Ehsan Hashemi
Ehsan Hashemi

H-Index: 3

Xingkang He
Xingkang He

H-Index: 6

On the convergence of mSGD and AdaGrad for stochastic optimization

International Conference on Learning Representations (ICLR), 2022

2022/1/26

Yu Xing
Yu Xing

H-Index: 2

Xingkang He
Xingkang He

H-Index: 6

Secured Filters Based on Saturated Innovations

2022/1/22

Event-triggered distributed estimation with decaying communication rate

SIAM Journal on Control and Optimization

2022

Distributed design of robust Kalman filters over corrupted channels

IEEE Transactions on signal processing

2021/4/5

Xingkang He
Xingkang He

H-Index: 6

Detecting communities in a gossip model with stubborn agents

arXiv preprint arXiv:2102.09683

2021/2

Yu Xing
Yu Xing

H-Index: 2

Xingkang He
Xingkang He

H-Index: 6

How to secure distributed filters under sensor attacks

IEEE Transactions on Automatic Control

2021/6/25

Distributed control under compromised measurements: Resilient estimation, attack detection, and vehicle platooning

Automatica

2021/12/1

Xingkang He
Xingkang He

H-Index: 6

Ehsan Hashemi
Ehsan Hashemi

H-Index: 3

Power injection attacks in smart distribution grids with photovoltaics

2021/6/29

See List of Professors in Xingkang He University(Kungliga Tekniska högskolan)

Co-Authors

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