罗鑫宇,杨鹏,依润飞,夏权,李乾,邱静,刘冠军 (2026). Progressive damage evolution in contaminated optical mirrors induced by repetitive CW laser irradiation. Chinese Optics Letters.
Guanjun Liu, Xiaojun Wang, Yang Xu, Hui Qin, Benjun Jia, Zheng Zhang, Jia Lu, Haoyu Ma, Jin Wang, Zhengzheng Jiang, Q. Shen (2026). Study on control strategies of year-end drawdown level in multi-year regulation reservoir under hydro-photovoltaic bundled operation condition. Applied Energy.DOI
Xin-Xiang Cai, Yang Xu, Hui Cao, Guanjun Liu, Kaixuan Yu, Hui Qin (2026). Research on a Hydropower Station Tailwater Level Prediction Method Based on Stacked Ensemble Learning. Water.DOI
Wenxiang Yang, Zhang Ye, Xianzhe Cheng, Xinyu Luo, Guanjun Liu, Jing Qiu, Kehong Lyu (2026). Investigation into Response Characteristics and Fault Diagnosis Methods for Intermittent Faults in High-Density Integrated Circuits Induced by Bonding Wires. Applied Sciences.DOI
Guanjun Liu, Xiaojun Wang, Yang Xu, Hui Qin, Zheng Jiang, Yaxin Liu, Jia Lu, Yu-Qi Yang, Zhengfeng Bao, Q. Shen (2025). Long-term optimization operation of hydro-photovoltaic hybrid system considering short-term energy curtailment losses caused by transmission channel capacity limitation. Renewable Energy.DOI
Feiyang Yu, Kehong Lv, Kai Shen, Wenxiang Yang, Bolin Lv, Guanjun Liu, Jing Qiu (2025). A Comprehensive Assessment Method for Health Status of Electronic Equipment Based on Intermittent Fault Characteristics.DOI
Jiajun Guo, Renfeng Gong, Qingshan Wu, Guanjun Liu, Jing Qiu, Kehong Lv (2025). Multi-Objective Cooperative Optimization of AUV Sensing Arrays Based on NSGA-II. International Symposium on Sensor Technology and Control (ISSTC).DOI
Zheng Jiang, Guanjun Liu, Hui Qin, Lei Wang, Yongsheng Jie, Chenghong Li (2024). Leveraging Deep Learning and Rolling Simulation for Adaptive Reservoir Operation Under Uncertainty. IEEE Access.DOI
Yongsheng Jie, Hui Qin, Benjun Jia, Meng-Qi Tian, Sijing Lou, Guanjun Liu, Yuanjia Huang (2024). A multiscale attribution framework for separating the effects of cascade and individual reservoirs on runoff. Science of the Total Environment.DOI
Q. Shen, L. Mo, Guanjun Liu, Jianzhong Zhou, Yong-Chuan Zhang, Pi-Nan Ren (2023). Short-Term Load Forecasting Based on Multi-Scale Ensemble Deep Learning Neural Network. IEEE Access.DOI
Shuai Liu, Hui Qin, Guanjun Liu, Yang Xu, Xin Zhu, Xin-ge Qi (2023). Runoff Forecasting of Machine Learning Model Based on Selective Ensemble. Water resources management.DOI
Wei Fang, Hui Qin, Guanjun Liu, Xin Yang, Zhanxing Xu, Benjun Jia, Qianyi Zhang (2023). A Method for Spatiotemporally Merging Multi-Source Precipitation Based on Deep Learning. Remote Sensing.DOI
Guanjun Liu, Yun Wang, Hui Qin, Keyan Shen, Shuai Liu, Q. Shen, Yu-Hua Qu, Jianzhong Zhou (2023). Probabilistic spatiotemporal forecasting of wind speed based on multi-network deep ensembles method. Renewable Energy.DOI
Bo Yang, Shan Deng, Hui Qin, Guanjun Liu, Wan-Jiao Luo (2023). Short-term wind speed prediction model based on parallel integration of multiple networks. Other Conferences.DOI
Ziyuan Zhou, Guanjun Liu (2023). Robustness Testing for Multi-Agent Reinforcement Learning: State Perturbations on Critical Agents. European Conference on Artificial Intelligence.DOI
Shuai Liu, Yu-Qi Yang, Hui Qin, Guanjun Liu, Yu-Hua Qu, Shan Deng, Yuan Gao, Jiangqiao Li, Jun Guo (2023). A Parameter Estimation of Photovoltaic Models Using a Boosting Flower Pollination Algorithm. Italian National Conference on Sensors.DOI
Hao Wang, Hui Qin, Guanjun Liu, Shuai Liu, Yu-Hua Qu, Kang Wang, Jianzhong Zhou (2023). A novel feature attention mechanism for improving the accuracy and robustness of runoff forecasting. Journal of Hydrology.DOI
Guanjun Liu, Chao Wang, Hui Qin, Jialong Fu, Q. Shen (2022). A Novel Hybrid Machine Learning Model for Wind Speed Probabilistic Forecasting. Energies.DOI
Guanjun Liu, Zheng-Yang Tang, Hui Qin, Shuai Liu, Q. Shen, Yu-Hua Qu, Jianzhong Zhou (2022). Short-term runoff prediction using deep learning multi-dimensional ensemble method. Journal of Hydrology.DOI
Guanjun Liu, Shuo Ouyang, Hui Qin, Shuai Liu, Q. Shen, Yu-Hua Qu, Zhiwei Zheng, Huai-Wei Sun, Jianzhong Zhou (2022). Assessing spatial connectivity effects on daily streamflow forecasting using Bayesian-based graph neural network. Science of the Total Environment.DOI
Keyan Shen, Hui Qin, Jianzhong Zhou, Guanjun Liu (2022). Runoff Probability Prediction Model Based on Natural Gradient Boosting with Tree-Structured Parzen Estimator Optimization. Water.DOI
Ziyuan Zhou, Guanjun Liu, Mengchu Zhou (2022). A Robust Mean-Field Actor-Critic Reinforcement Learning Against Adversarial Perturbations on Agent States. IEEE Transactions on Neural Networks and Learning Systems.DOI
Q. Shen, L. Mo, Guanjun Liu (2020). Hybrid Optimize Method for Multi-Objective Scheduling of Hydropower Stations with Coupled Power Generation, Navigation Demand and Ecological Benefit. Journal of Coastal Research.DOI
Guanjun Liu, Hui Qin, Rui Tian, Lingyun Tang, Jie Li (2019). Non-dominated sorting culture differential evolution algorithm for multi-objective optimal operation of Wind-Solar-Hydro complementary power generation system. Global Energy Interconnection.DOI
Guanjun Liu, Hui Qin, Q. Shen, Rui Tian, Yongqi Liu (2019). Multi-Objective Optimal Scheduling Model of Dynamic Control of Flood Limit Water Level for Cascade Reservoirs. Water.DOI
Q. Shen, L. Mo, Guanjun Liu (2019). Multi-objective Ecological Dispatching of Reservoir Based on MOCEA/D Algorithm. Journal of Coastal Research.DOI
Yongqi Liu, Hui Qin, Zhendong Zhang, Liqiang Yao, Yongqiang Wang, Jie Li, Guanjun Liu, Jianzhong Zhou (2019). Deriving reservoir operation rule based on Bayesian deep learning method considering multiple uncertainties.DOI
Guanqian Deng, Ning Yan, Rui Kang, Zhi Li, Ning Yan, Rui Kang, Ning Yan, Rui Kang, Jing Qiu, Guanjun Liu (2016). Discriminate intermittent from permanent faults based on fault event evaluation and diagnoser. International Conference on Reliability, Maintainability and Safety.DOI
Huakang Li, Guanjun Liu, Zhang Yong (2015). A method of equivalent fault selection based on extended dependency model. Prognostics and System Health Management Conference.DOI
Peng Yang, Shuming Yang, Jing Ling Qiu, Guanjun Liu, G. H. Chen (2008). Sequential test strategies with unreliable tests. Conference record (1995) - Autotestcon/Conference record - Autotestcon.DOI
Guanjun Liu, Xubo Liu, Yun Zhang, Jun Qiu (2008). Decision-Improved Support Vector Machine and its Application. IEEE International Conference on Networking, Sensing and Control (ICNSC).DOI