Jiarui Xie

According to our database, Jiarui Xie authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning.

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao

J. Comput. Inf. Sci. Eng., April, 2024

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition.

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, Yaoyao Fiona Zhao

J. Comput. Inf. Sci. Eng., April, 2024

The effects of instructor participation in asynchronous online discussions on student performance: A systematic review.

Jiarui Xie, Ana-Paula Correia

Br. J. Educ. Technol., January, 2024

A sequential cross-product knowledge accumulation, extraction and transfer framework for machine learning-based production process modelling.

Jiarui Xie, Chonghui Zhang, Manuel Sage, Mutahar Safdar, Yaoyao Fiona Zhao

Int. J. Prod. Res., 2024

Audio-visual cross-modality knowledge transfer for machine learning-based in-situ monitoring in laser additive manufacturing.

Jiarui Xie, Mutahar Safdar, Lequn Chen, Seung Ki Moon, Yaoyao Fiona Zhao

CoRR, 2024

Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models.

Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao

CoRR, 2024

Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing.

Jiarui Xie, Mutahar Safdar, Andrei Mircea, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao

CoRR, 2024

Investigation on domain adaptation of additive manufacturing monitoring systems to enhance digital twin reusability.

Jiarui Xie, Zhuo Yang, Chun-Chun Hu, Haw Ching Yang, Yan Lu, Yaoyao Fiona Zhao

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

An Overarching Quality Evaluation Framework for Additive Manufacturing Digital Twin.

Yan Lu, Jiarui Xie, Mutahar Safdar, Zhuo Yang, Fatemeh Elhambakhsh, Hyunwoong Ko, Shengyen Li, Yaoyao Fiona Zhao

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management.

Ying Zhang, Mutahar Safdar, Jiarui Xie, Jinghao Li, Manuel Sage, Yaoyao Fiona Zhao

J. Intell. Manuf., December, 2023

A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials.

Chonghui Zhang, Jiarui Xie, Ali Shanian, Mitch Kibsey, Yaoyao Fiona Zhao

Eng. Appl. Artif. Intell., 2023

Feature selection and feature learning in machine learning applications for gas turbines: A review.

Jiarui Xie, Manuel Sage, Yaoyao Fiona Zhao

Eng. Appl. Artif. Intell., 2023

Fairness- and uncertainty-aware data generation for data-driven design.

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao

CoRR, 2023

2022

Development of automated feature extraction and convolutional neural network optimization for real-time warping monitoring in 3D printing.

Jiarui Xie, Aditya Saluja, Amirmohammad Rahimizadeh, Kazem Fayazbakhsh

Int. J. Comput. Integr. Manuf., 2022

2021

Fast semi-supervised evidential clustering.

Violaine Antoine, Jose A. Guerrero, Jiarui Xie

Int. J. Approx. Reason., 2021

scDPN for High-throughput Single-cell CNV Detection to Uncover Clonal Evolution During HCC Recurrence.

Liang Wu, Miaomiao Jiang, Yuzhou Wang, Biaofeng Zhou, Yunfan Sun, Kaiqian Zhou, Jiarui Xie, Yu Zhong, Zhikun Zhao, Michael Dean, Yong Hou, Shiping Liu

Genom. Proteom. Bioinform., 2021

A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection.

Jiarui Xie, Thierry Chateau, Violaine Antoine

Proceedings of the International Joint Conference on Neural Networks, 2021

PCMO: Partial Classification from CNN-Based Model Outputs.

Jiarui Xie, Violaine Antoine, Thierry Chateau

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2019

On a New Evidential C-Means Algorithm with Instance-Level Constraints.

Jiarui Xie, Violaine Antoine

Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019

2012

An evolutionary approach to genetic algorithm on minimizing network coding resources.

Wangshu Zhang, Jiarui Xie, Xinjian Zhuo

Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012