| Solving systems of random quadratic equations via truncated amplitude flow G Wang, GB Giannakis, YC Eldar IEEE Transactions on Information Theory 64 (2), 773-794, 2018 | 395 | 2018 |
| Two-timescale voltage control in distribution grids using deep reinforcement learning Q Yang, G Wang, A Sadeghi, GB Giannakis, J Sun IEEE Transactions on Smart Grid 11 (3), 2313-2323, 2019 | 239 | 2019 |
| Stochastic reactive power management in microgrids with renewables V Kekatos, G Wang, AJ Conejo, GB Giannakis IEEE Transactions on Power Systems 30 (6), 3386-3395, 2015 | 234 | 2015 |
| Real-time power system state estimation and forecasting via deep unrolled neural networks L Zhang, G Wang, GB Giannakis IEEE Transactions on Signal Processing 67 (15), 4069-4077, 2019 | 216 | 2019 |
| Sparse phase retrieval via truncated amplitude flow G Wang, L Zhang, GB Giannakis, M Akçakaya, J Chen IEEE Transactions on Signal Processing 66 (2), 479-491, 2017 | 166 | 2017 |
| Learning ReLU networks on linearly separable data: Algorithm, optimality, and generalization G Wang, GB Giannakis, J Chen IEEE Transactions on Signal Processing 67 (9), 2357-2370, 2019 | 142 | 2019 |
| From unmanned systems to autonomous intelligent systems J Chen, J Sun, G Wang Engineering 12, 16-19, 2022 | 124 | 2022 |
| Deep reinforcement learning for adaptive caching in hierarchical content delivery networks A Sadeghi, G Wang, GB Giannakis IEEE Transactions on Cognitive Communications and Networking 5 (4), 1024-1033, 2019 | 119 | 2019 |
| Dynamic triggering mechanisms for distributed adaptive synchronization control and its application to circuit systems Y Xu, J Sun, G Wang, ZG Wu IEEE Transactions on Circuits and Systems I: Regular Papers 68 (5), 2246-2256, 2021 | 99 | 2021 |
| Phase retrieval via reweighted amplitude flow G Wang, GB Giannakis, Y Saad, J Chen IEEE Transactions on Signal Processing 66 (11), 2818-2833, 2018 | 87 | 2018 |
| Robust and scalable power system state estimation via composite optimization G Wang, GB Giannakis, J Chen IEEE Transactions on Smart Grid 10 (6), 6137-6147, 2019 | 74 | 2019 |
| Ergodic energy management leveraging resource variability in distribution grids G Wang, V Kekatos, AJ Conejo, GB Giannakis IEEE Transactions on Power Systems 31 (6), 4765-4775, 2016 | 71 | 2016 |
| Graph multiview canonical correlation analysis J Chen, G Wang, GB Giannakis IEEE Transactions on Signal Processing 67 (11), 2826-2838, 2019 | 70 | 2019 |
| Distribution system state estimation: An overview of recent developments G Wang, GB Giannakis, J Chen, J Sun Frontiers of Information Technology & Electronic Engineering 20 (1), 4-17, 2019 | 69 | 2019 |
| Data-driven resilient predictive control under denial-of-service W Liu, J Sun, G Wang, F Bullo, J Chen IEEE Transactions on Automatic Control, 2022 | 58 | 2022 |
| Power system state forecasting via deep recurrent neural networks L Zhang, G Wang, GB Giannakis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 58* | 2019 |
| Optimal partial feedback attacks in cyber-physical power systems G Wu, G Wang, J Sun, J Chen IEEE Transactions on Automatic Control 65 (9), 3919-3926, 2020 | 54 | 2020 |
| Solving random systems of quadratic equations via truncated generalized gradient flow G Wang, G Giannakis Advances in Neural Information Processing Systems, 568-576, 2016 | 54 | 2016 |
| Data-driven consensus control of fully distributed event-triggered multi-agent systems Y Li, X Wang, J Sun, G Wang, J Chen Science China Information Sciences 66 (5), 152202, 2023 | 52 | 2023 |
| Data-driven control of distributed event-triggered network systems X Wang, J Sun, G Wang, F Allgöwer, J Chen IEEE/CAA Journal of Automatica Sinica 10 (2), 351-364, 2023 | 51 | 2023 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
