Junru Ren

13 papers A 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
Boosting Global Time Series Forecasting Models: A Two-Stage Modelling Framework.
ECAI
Junru Ren, Shaomin Wu
2025 — conf
Empowering Lab Education: Integrating a Vision-Based Monitoring System with Small-Scale Self-Driving Experiment Platforms.
SII
Junru Ren, Nis Fisker-Bødker, Ronja Güldenring, Jin Hyun Chang, Tejs Vegge, Ole Ravn, Lazaros Nalpantidis
2025 J jnl
HybridDomainSleepNet: A hybrid common-private domain deep learning network for automatic sleep staging.
Biomed. Signal Process. Control.
Shaofei Ying, Lin Wang, Le Zhang, Jiaxin Xie, Junru Ren, Yun Qin, Tiejun Liu
2025 J jnl
Two-stage hybrid models for enhancing forecasting accuracy on heterogeneous time series.
CoRR
Junru Ren, Shaomin Wu
2024 J jnl
Hybrid-Domain Integrative Transformer Iterative Network for Spectral CT Imaging.
IEEE Trans. Instrum. Meas.
Yizhong Wang, Junru Ren, Ailong Cai, Shaoyu Wang, Ningning Liang, Lei Li, Bin Yan
2024 J jnl
Prior image-based generative adversarial learning for multi-material decomposition in photon counting computed tomography.
Comput. Biol. Medicine
Junru Ren, Zhizhong Zheng, Yizhong Wang, Ningning Liang, Shaoyu Wang, Ailong Cai, Lei Li, Bin Yan
2024 — conf
Safer Human-Robot Collaborative Environments Through In-simulation Risk Estimation and Function-Centric Hazard Analysis.
ICSC (1)
Junru Ren, Jing Wu, Ole Ravn, Lazaros Nalpantidis
2023 J jnl
A novel delay time modelling method for incorporating reuse actions in three-state single-component systems.
Reliab. Eng. Syst. Saf.
Augusto César de Jesus Santos, Cristiano Alexandre Virgínio Cavalcante, Junru Ren, Shaomin Wu
2023 — conf
Building Digital Twin of Mobile Robotics Testbed Using Centralized Localization System.
ICCMA
Junru Ren, Lazaros Nalpantidis, Nils Axel Andersen, Ole Ravn
2023 — conf
Online learning for obstacle detection in construction for a multi-robot setting.
IST
Rasmus Eckholdt Andersen, Ronja Güldenring, Junru Ren, Dimitrios Arapis, Patrick Schmidt, Ole Ravn, Evangelos Boukas, Lazaros Nalpantidis
2023 J jnl
Prediction of user temporal interactions with online course platforms using deep learning algorithms.
Comput. Educ. Artif. Intell.
Junru Ren, Shaomin Wu
2023 — conf
Research on noise reduction technology of PCD spectral imaging based on Transformer.
ICAICE
Wenyao Sun, Bokun Cui, Zhejie Lan, Longji Li, Xuefu Tang, Xinrui Zhang, Junru Ren, Ningning Liang, Li Lei, Bin Yan
2021 J jnl
Inference and optimal censoring scheme for progressively Type-II censored competing risks model for generalized Rayleigh distribution.
Comput. Stat.
Junru Ren, Wenhao Gui