QILIN LI

QILIN LI

Curtin University

H-index: 7

Oceania-Australia

About QILIN LI

QILIN LI, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Curtin University, specializes in the field of Machine learning, Computer vision, AI4Science.

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

Advancing blast fragmentation simulation of RC slabs: A graph neural network approach

Prediction and interpretability of accidental explosion loads from hydrogen-air mixtures using CFD and artificial neural network method

A novel transformer-based semantic segmentation framework for structural condition assessment

Machine learning prediction of BLEVE loading with graph neural networks

EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series

Machine learning prediction of structural dynamic responses using graph neural networks

Monocular vision based 3D vibration displacement measurement for civil engineering structures

Multi‐channel response reconstruction using transformer based generative adversarial network

QILIN LI Information

University

Position

___

Citations(all)

192

Citations(since 2020)

165

Cited By

92

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

QILIN LI Skills & Research Interests

Machine learning

Computer vision

AI4Science

Top articles of QILIN LI

Advancing blast fragmentation simulation of RC slabs: A graph neural network approach

Engineering Structures

2024/6/1

Prediction and interpretability of accidental explosion loads from hydrogen-air mixtures using CFD and artificial neural network method

International Journal of Hydrogen Energy

2024/5/13

Xihong Zhang
Xihong Zhang

H-Index: 18

Qilin Li
Qilin Li

H-Index: 5

A novel transformer-based semantic segmentation framework for structural condition assessment

Structural Health Monitoring

2024/3

Machine learning prediction of BLEVE loading with graph neural networks

Reliability Engineering & System Safety

2024/1/1

EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series

arXiv preprint arXiv:2312.01729

2023/12/4

Machine learning prediction of structural dynamic responses using graph neural networks

Computers & Structures

2023/12/1

Monocular vision based 3D vibration displacement measurement for civil engineering structures

Engineering Structures

2023/10/15

Multi‐channel response reconstruction using transformer based generative adversarial network

Earthquake Engineering & Structural Dynamics

2023/9

Jun Li
Jun Li

H-Index: 16

Qilin Li
Qilin Li

H-Index: 5

Multi-View Diffusion Process for Spectral Clustering and Image Retrieval

IEEE Transactions on Image Processing

2023/8/10

Prediction of BLEVE loads on structures using machine learning and CFD

Process Safety and Environmental Protection

2023/3/1

A comparative study on the most effective machine learning model for blast loading prediction: From GBDT to Transformer

Engineering Structures

2023/2/1

A Novel Exploration of Diffusion Process based on Multi-types Galton-Watson Forests

arXiv preprint arXiv:2203.11816

2022/3/17

Qilin Li
Qilin Li

H-Index: 5

Prediction of BLEVE blast loading using CFD and artificial neural network

Process Safety and Environmental Protection

2021/5/1

Affinity learning via self-supervised diffusion for spectral clustering

IEEE Access

2020/12/14

Jianfeng Ye
Jianfeng Ye

H-Index: 11

Qilin Li
Qilin Li

H-Index: 5

Semisupervised learning on graphs with an alternating diffusion process

IEEE Transactions on Neural Networks and Learning Systems

2020/7/23

Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss

arXiv preprint arXiv:2002.07031

2020/2/11

Qilin Li
Qilin Li

H-Index: 5

Ling Li
Ling Li

H-Index: 5

Affinity Learning on Graphs with Diffusion Processes

2020

Qilin Li
Qilin Li

H-Index: 5

See List of Professors in QILIN LI University(Curtin University)

Co-Authors

academic-engine