The Research of Service Network Based on Complex Network. - Haihong E; Meina Song; Junde Song; Yan Li; Zhijun Ren (ICSS, 2010)

Research on the Monitor and Control System of Granary Temperature and Humidity Based on ARM. - Liu Yang; Xinrong Cheng; Zhijie Jiang; Zhijun Ren (CCTA (3), 2011)

Improvement of the Capacitive Grain Moisture Sensor. - Liu Yang; Yongjun Zheng; Zhijie Jiang; Zhijun Ren (CCTA (3), 2011)

A New Hyper-parameters Selection Approach for Support Vector Machines to Predict Time Series. - Yanhua Yu; Junde Song; Zhijun Ren (ICPCA/SWS, 2012)

Bi-Level Optimal Allocation of Flexible Resources for Distribution Network Considering Different Energy Storage Operation Strategies in Electricity Market. - Zhijun Ren; Hongxia Guo; Ping Yang; Guanlin Zuo; Zhuoli Zhao (IEEE Access, 2020)

A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity. - Dawei Gao; Yongsheng Zhu; Zhijun Ren; Ke Yan; Wei Kang (Knowl. Based Syst., 2021)

Gradient harmonized loss: Improving the performance of intelligent diagnosis models in large imbalance scenarios. - Zhijun Ren; Wenjun Su; Tantao Lin; Rui Zhang; Yongsheng Zhu; Ke Yan; Jun Hong 002 (ICPHM, 2022)

Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data. - Zhijun Ren; Yongsheng Zhu; Wei Kang; Hong Fu; Qingbo Niu; Dawei Gao; Ke Yan; Jun Hong 002 (Knowl. Based Syst., 2022)

Generative adversarial networks driven by multi-domain information for improving the quality of generated samples in fault diagnosis. - Zhijun Ren; Dawei Gao; Yongsheng Zhu; Qing Ni; Ke Yan; Jun Hong 002 (Eng. Appl. Artif. Intell., 2023)

Generative Adversarial Network With Dual Multiscale Feature Fusion for Data Augmentation in Fault Diagnosis. - Zhijun Ren; Jinchen Ji; Yongsheng Zhu; Jun Hong 002; Ke Feng 004 (IEEE Trans. Instrum. Meas., 2023)

A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis. - Zhijun Ren; Tantao Lin; Ke Feng 004; Yongsheng Zhu; Zheng Liu 002; Ke Yan (IEEE Trans. Instrum. Meas., 2023)

Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance. - Zhijun Ren; Yongsheng Zhu; Zheng Liu 002; Ke Feng 004 (IEEE Trans. Instrum. Meas., 2023)

Mining attention distribution paradigm: Discover gaze patterns and their association rules behind the visual image. - Weiwei Yu; Feng Zhao; Zhijun Ren; Dian Jin 001; Xinliang Yang; Xiaokun Zhang 003 (Comput. Methods Programs Biomed., 2023)

Neural architecture search for multi-sensor information fusion-based intelligent fault diagnosis. - Tantao Lin; Zhijun Ren; Linbo Zhu; Kai Huang; Yongsheng Zhu; Li Zeng; Jin Wan (Adv. Eng. Informatics, 2024)

Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis. - Zhijun Ren; Kai Huang; Yongsheng Zhu; Ke Feng 004; Zheng Liu 002; Hong Fu; Jun Hong 002; Adam Glowacz (Eng. Appl. Artif. Intell., 2024)

An Investigation Into the Behavior of Intelligent Fault Diagnostic Models Under Imbalanced Data. - Zhijun Ren; Jinchen Ji; Yongsheng Zhu; Ke Feng 004 (IEEE Trans. Instrum. Meas., 2024)

Semi-supervised small sample fault diagnosis under a wide range of speed variation conditions based on uncertainty analysis. - Dawei Gao; Kai Huang; Yongsheng Zhu; Linbo Zhu; Ke Yan; Zhijun Ren; Carlos Guedes Soares (Reliab. Eng. Syst. Saf., 2024)

A dual-perspective joint domain generalization network for bearing fault diagnosis under unseen working conditions. - Kai Huang; Zhijun Ren; Tantao Lin; Yongsheng Zhu; Linbo Zhu (Adv. Eng. Informatics, 2025)

Intra-domain self generalization network for intelligent fault diagnosis of bearings under unseen working conditions. - Kai Huang; Zhijun Ren; Linbo Zhu; Tantao Lin; Yongsheng Zhu; Li Zeng; Jin Wan (Adv. Eng. Informatics, 2025)

A novel multi-sensor information fusion method for fault diagnosis of rotating machinery with missing signals. - Tantao Lin; Zhijun Ren; Kai Huang; Yongsheng Zhu; Hamid Reza Karimi (Adv. Eng. Informatics, 2025)

A three-stage bearing transfer fault diagnosis method for large domain shift scenarios. - Kai Huang; Zhijun Ren; Linbo Zhu; Tantao Lin; Yongsheng Zhu; Li Zeng; Jin Wan (Reliab. Eng. Syst. Saf., 2025)

Contribution Imbalance and the Improvement Method in Multisensor Information Fusion-Based Intelligent Fault Diagnosis of Rotating Machinery. - Tantao Lin; Zhijun Ren; Kai Huang; Xinzhuo Zhang; Yongsheng Zhu; Ke Yan; Jun Hong 002 (IEEE Trans. Instrum. Meas., 2025)

A MoE-LLM-based multisensor flexible fusion fault diagnosis method for rotating machinery. - Tantao Lin; Zhijun Ren; Kai Huang; Hamid Reza Karimi; Yongsheng Zhu; Ke Feng 004; Jun Hong 002 (Adv. Eng. Informatics, 2026)