| An accurate and real-time method of self-blast glass insulator location based on faster R-CNN and U-net with aerial images Z Ling, D Zhang, RC Qiu, Z Jin, Y Zhang, X He, H Liu CSEE Journal of Power and Energy Systems 5 (4), 474-482, 2019 | 152* | 2019 |
| Individual recognition in schizophrenia using deep learning methods with random forest and voting classifiers: Insights from resting state EEG streams L Chu, R Qiu, H Liu, Z Ling, T Zhang, J Wang arXiv preprint arXiv:1707.03467, 2017 | 76 | 2017 |
| Spatio-temporal correlation analysis of online monitoring data for anomaly detection and location in distribution networks X Shi, R Qiu, Z Ling, F Yang, H Yang, X He IEEE Transactions on Smart Grid 11 (2), 995-1006, 2019 | 69 | 2019 |
| Designing for situation awareness of future power grids: An indicator system based on linear eigenvalue statistics of large random matrices X He, RC Qiu, Q Ai, L Chu, X Xu, Z Ling IEEE Access 4, 3557-3568, 2016 | 67 | 2016 |
| A novel data-driven situation awareness approach for future grids—Using large random matrices for big data modeling X He, L Chu, RC Qiu, Q Ai, Z Ling IEEE Access 6, 13855-13865, 2018 | 63 | 2018 |
| Invisible units detection and estimation based on random matrix theory X He, L Chu, RC Qiu, Q Ai, Z Ling, J Zhang IEEE Transactions on Power Systems 35 (3), 1846-1855, 2019 | 55 | 2019 |
| Massive streaming PMU data modelling and analytics in smart grid state evaluation based on multiple high-dimensional covariance test L Chu, R Qiu, X He, Z Ling, Y Liu IEEE Transactions on Big Data 4 (1), 55-64, 2017 | 46 | 2017 |
| Optimization induced equilibrium networks: An explicit optimization perspective for understanding equilibrium models X Xie, Q Wang, Z Ling, X Li, G Liu, Z Lin IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3604-3616, 2022 | 33* | 2022 |
| A new approach of exploiting self-adjoint matrix polynomials of large random matrices for anomaly detection and fault location Z Ling, RC Qiu, X He, L Chu IEEE Transactions on Big Data 7 (3), 548-558, 2019 | 29 | 2019 |
| Real-time static voltage stability assessment in large-scale power systems based on spectrum estimation of phasor measurement unit data F Yang, Z Ling, M Wei, T Mi, H Yang, RC Qiu International Journal of Electrical Power & Energy Systems 124, 106196, 2021 | 28 | 2021 |
| Spectrum concentration in deep residual learning: a free probability approach Z Ling, RC Qiu IEEE Access 7, 105212-105223, 2019 | 25 | 2019 |
| A roadmap for big model S Yuan, H Zhao, S Zhao, J Leng, Y Liang, X Wang, J Yu, X Lv, Z Shao, ... arXiv preprint arXiv:2203.14101, 2022 | 21 | 2022 |
| Early anomaly detection and localisation in distribution network: A data‐driven approach X Shi, R Qiu, X He, Z Ling, H Yang, L Chu IET Generation, Transmission & Distribution 14 (18), 3814-3825, 2020 | 18 | 2020 |
| Global convergence of over-parameterized deep equilibrium models Z Ling, X Xie, Q Wang, Z Zhang, Z Lin International Conference on Artificial Intelligence and Statistics, 767-787, 2023 | 15 | 2023 |
| Event detection, localization, and classification based on semi-supervised learning in power grids F Yang, Z Ling, Y Zhang, X He, Q Ai, RC Qiu IEEE Transactions on Power Systems 38 (5), 4080-4094, 2022 | 9 | 2022 |
| Spatio-temporal big data analysis for smart grids based on random matrix theory: A comprehensive study R Qiu, L Chu, X He, Z Ling, H Liu arXiv preprint arXiv:1708.04935, 2017 | 9 | 2017 |
| Revisiting logistic-softmax likelihood in bayesian meta-learning for few-shot classification T Ke, H Cao, Z Ling, F Zhou Advances in Neural Information Processing Systems 36, 2024 | 8 | 2024 |
| Brown measure based spectral distribution analysis for spatial-temporal localization of cascading events in power grids F Yang, M Wei, Z Ling, T Mi, H Yang, RC Qiu IEEE Transactions on Smart Grid 12 (2), 1805-1820, 2020 | 8 | 2020 |
| Anomaly detection and location in distribution networks: A data-driven approach X Shi, R Qiu, X He, L Chu, Z Ling, H Yang arXiv preprint 1801, 2018 | 8 | 2018 |
| Detection and analysis of multiple events based on high-dimensional factor models in power grid F Yang, RC Qiu, Z Ling, X He, H Yang Energies 12 (7), 1360, 2019 | 6 | 2019 |
Robert C. QiuProfessor of Electrical Engineering, Tennessee Technological UniversityVerified email at ieee.org
