Kai (Alex) Qin

Kai (Alex) Qin

Swinburne University of Technology

H-index: 47

Oceania-Australia

About Kai (Alex) Qin

Kai (Alex) Qin, With an exceptional h-index of 47 and a recent h-index of 37 (since 2020), a distinguished researcher at Swinburne University of Technology, specializes in the field of Computational Intelligence, Machine Learning, Evolutionary Computation, Image Processing, Services Computing.

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

HAYATE: Photometric redshift estimation by hybridising machine learning with template fitting

Self-Guided Autoencoders for Unsupervised Change Detection in Heterogeneous Remote Sensing Images

A Hybrid Multi-Task Learning Network for Hyperspectral Image Classification with Few Labels

Manifold clustering-based prediction for dynamic multiobjective optimization

Computational Intelligence in Remote Sensing

Deep Fuzzy Variable C-Means Clustering Incorporated with Curriculum Learning

Rornet: Partial-to-partial registration network with reliable overlapping representations

Multi-Objective Cloud Task Scheduling optimization based on Evolutionary Multi-factor Algorithm

Kai (Alex) Qin Information

University

Position

___

Citations(all)

18533

Citations(since 2020)

9592

Cited By

12295

hIndex(all)

47

hIndex(since 2020)

37

i10Index(all)

113

i10Index(since 2020)

96

Email

University Profile Page

Swinburne University of Technology

Google Scholar

View Google Scholar Profile

Kai (Alex) Qin Skills & Research Interests

Computational Intelligence

Machine Learning

Evolutionary Computation

Image Processing

Services Computing

Top articles of Kai (Alex) Qin

Title

Journal

Author(s)

Publication Date

HAYATE: Photometric redshift estimation by hybridising machine learning with template fitting

Monthly Notices of the Royal Astronomical Society

Shingo Tanigawa

Karl Glazebrook

Colin Jacobs

Ivo Labbe

Alex K Qin

2024/5

Self-Guided Autoencoders for Unsupervised Change Detection in Heterogeneous Remote Sensing Images

IEEE Transactions on Artificial Intelligence

Jiao Shi

Tiancheng Wu

Alex Kai Qin

Yu Lei

Gwanggil Joen

2024/1/23

A Hybrid Multi-Task Learning Network for Hyperspectral Image Classification with Few Labels

IEEE Transactions on Geoscience and Remote Sensing

Hao Liu

Mingyang Zhang

Ziqi Di

Maoguo Gong

Tianqi Gao

...

2024/1/19

Manifold clustering-based prediction for dynamic multiobjective optimization

Swarm and Evolutionary Computation

Li Yan

Wenlong Qi

A. K. Qin

Shengxiang Yang

Dunwei Gong

...

2023/3

Computational Intelligence in Remote Sensing

Yue Wu

Maoguo Gong

Qiguang Miao

Kai Qin

2023/11/12

Deep Fuzzy Variable C-Means Clustering Incorporated with Curriculum Learning

IEEE Transactions on Fuzzy Systems

Maoguo Gong

Yue Zhao

Hao Li

AK Qin

Lining Xing

...

2023/6/6

Rornet: Partial-to-partial registration network with reliable overlapping representations

IEEE Transactions on Neural Networks and Learning Systems

Yue Wu

Yue Zhang

Wenping Ma

Maoguo Gong

Xiaolong Fan

...

2023/6/30

Multi-Objective Cloud Task Scheduling optimization based on Evolutionary Multi-factor Algorithm

IEEE Transactions on Cloud Computing

Zhihua Cui

Tianhao Zhao

Linjie Wu

AK Qin

Jianwei Li

2023/9/13

Edge Intelligence for Real-Time IoT Service Trust Prediction

IEEE Transactions on Services Computing

Prabath Abeysekara

Hai Dong

AK Qin

2023/2/3

FLrce: Efficient Federated Learning with Relationship-based Client Selection and Early-Stopping Strategy

arXiv preprint arXiv:2310.09789

Ziru Niu

Hai Dong

A Kai Qin

Tao Gu

2023/10/15

Applications of Computational Intelligence

Miguel López Montiel

Ulises Orozco Rosas

Moises Sánchez Adame

Kenia Picos

Oscar Montiel

2021

Heterogeneous Multi-Party Learning With Data-Driven Network Sampling

IEEE Transactions on Pattern Analysis and Machine Intelligence

Maoguo Gong

Yuan Gao

Yue Wu

Yuanqiao Zhang

AK Qin

...

2023/6/28

RAFNet: Inter-domain Representation Alignment and Fine-tuning for Image Series Classification

IEEE Transactions on Geoscience and Remote Sensing

Maoguo Gong

Wenyuan Qiao

Hao Li

AK Qin

Tianqi Gao

...

2023/8/7

Evolutionary Multitask Optimization in Real-World Applications: A Survey

Journal of Artificial Intelligence and Technology

Yue Wu

Hangqi Ding

Benhua Xiang

Jinlong Sheng

Wenping Ma

...

2023/1/11

An Agent-Based Simulation Approach for Urban Road Pricing Considering the Integration of Autonomous Vehicles With Public Transport

IEEE Transactions on Intelligent Transportation Systems

Sajjad Shafiei

Hussein Dia

Wen Wu

Hanna Grzybowska

AK Qin

2023/10/2

Nonzero Degree-based Multiobjective Cooperative Coevolutionary for Block Sparse Recovery

IEEE Transactions on Evolutionary Computation

Yiting Liu

Hao Li

Maoguo Gong

AK Qin

2023/4/5

Training Physics-Informed Neural Networks via Multi-Task Optimization for Traffic Density Prediction

Bo Wang

AK Qin

Sajjad Shafiei

Hussein Dia

Adriana-Simona Mihaita

...

2023/6/18

One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration

arXiv preprint arXiv:2307.14019

Yongzhe Yuan

Yue Wu

Maoguo Gong

Qiguang Miao

AK Qin

2023/7/26

DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition

Neural Networks

Guangyu Gao

Ziming Liu

Guangjun Zhang

Jinyang Li

A Kai Qin

2023/1/1

Privacy-Enhanced Multitasking Particle Swarm Optimization based on Homomorphic Encryption

IEEE Transactions on Evolutionary Computation

Hao Li

Fanggao Wan

Maoguo Gong

AK Qin

Yue Wu

...

2023/9/26

See List of Professors in Kai (Alex) Qin University(Swinburne University of Technology)