Junru Ren

According to our database, Junru Ren authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

Two-stage hybrid models for enhancing forecasting accuracy on heterogeneous time series.

Junru Ren, Shaomin Wu

CoRR, February, 2025

HybridDomainSleepNet: A hybrid common-private domain deep learning network for automatic sleep staging.

Shaofei Ying, Lin Wang, Le Zhang, Jiaxin Xie, Junru Ren, Yun Qin, Tiejun Liu

Biomed. Signal Process. Control., 2025

Empowering Lab Education: Integrating a Vision-Based Monitoring System with Small-Scale Self-Driving Experiment Platforms.

Junru Ren, Nis Fisker-Bødker, Ronja Güldenring, Jin Hyun Chang, Tejs Vegge, Ole Ravn, Lazaros Nalpantidis

Proceedings of the IEEE/SICE International Symposium on System Integration, 2025

2024

Hybrid-Domain Integrative Transformer Iterative Network for Spectral CT Imaging.

Yizhong Wang, Junru Ren, Ailong Cai, Shaoyu Wang, Ningning Liang, Lei Li, Bin Yan

IEEE Trans. Instrum. Meas., 2024

Prior image-based generative adversarial learning for multi-material decomposition in photon counting computed tomography.

Junru Ren, Zhizhong Zheng, Yizhong Wang, Ningning Liang, Shaoyu Wang, Ailong Cai, Lei Li, Bin Yan

Comput. Biol. Medicine, 2024

Safer Human-Robot Collaborative Environments Through In-simulation Risk Estimation and Function-Centric Hazard Analysis.

Junru Ren, Jing Wu, Ole Ravn, Lazaros Nalpantidis

Proceedings of the Supply Chains - 5th Olympus International Conference, 2024

2023

A novel delay time modelling method for incorporating reuse actions in three-state single-component systems.

Augusto César de Jesus Santos, Cristiano Alexandre Virgínio Cavalcante, Junru Ren, Shaomin Wu

Reliab. Eng. Syst. Saf., June, 2023

Prediction of user temporal interactions with online course platforms using deep learning algorithms.

Junru Ren, Shaomin Wu

Comput. Educ. Artif. Intell., 2023

Online learning for obstacle detection in construction for a multi-robot setting.

Rasmus Eckholdt Andersen, Ronja Güldenring, Junru Ren, Dimitrios Arapis, Patrick Schmidt, Ole Ravn, Evangelos Boukas, Lazaros Nalpantidis

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Building Digital Twin of Mobile Robotics Testbed Using Centralized Localization System.

Junru Ren, Lazaros Nalpantidis, Nils Axel Andersen, Ole Ravn

Proceedings of the 11th International Conference on Control, Mechatronics and Automation, 2023

Research on noise reduction technology of PCD spectral imaging based on Transformer.

Wenyao Sun, Bokun Cui, Zhejie Lan, Longji Li, Xuefu Tang, Xinrui Zhang, Junru Ren, Ningning Liang, Li Lei, Bin Yan

Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, 2023

2021

Inference and optimal censoring scheme for progressively Type-II censored competing risks model for generalized Rayleigh distribution.

Junru Ren, Wenhao Gui

Comput. Stat., 2021