| 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 | 322 | 2018 |
| 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 | 191 | 2015 |
| 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 | 133 | 2017 |
| 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 | 127* | 2019 |
| 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 | 122 | 2019 |
| 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 | 98 | 2019 |
| 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 | 76* | 2019 |
| Phase retrieval via reweighted amplitude flow G Wang, GB Giannakis, Y Saad, J Chen IEEE Transactions on Signal Processing 66 (11), 2818-2833, 2018 | 63 | 2018 |
| 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 | 61 | 2016 |
| 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 | 55 | 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 | 48 | 2019 |
| Solving most systems of random quadratic equations G Wang, G Giannakis, Y Saad, J Chen Advances in Neural Information Processing Systems, 1867-1877, 2017 | 45* | 2017 |
| Solving random systems of quadratic equations via truncated generalized gradient flow G Wang, G Giannakis Advances in Neural Information Processing Systems, 568-576, 2016 | 44 | 2016 |
| Graph multiview canonical correlation analysis J Chen, G Wang, GB Giannakis IEEE Transactions on Signal Processing 67 (11), 2826-2838, 2019 | 40 | 2019 |
| Stochastic stability of extended filtering for non-linear systems with measurement packet losses G Wang, J Chen, J Sun IET Control Theory & Applications 7 (17), p. 2048 – 2055, 2013 | 37 | 2013 |
| 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 | 36 | 2021 |
| Canonical correlation analysis of datasets with a common source graph J Chen, G Wang, Y Shen, GB Giannakis IEEE Transactions on Signal Processing 66 (16), 4398-4408, 2018 | 36 | 2018 |
| Scalable solvers of random quadratic equations via stochastic truncated amplitude flow G Wang, GB Giannakis, J Chen IEEE Transactions on Signal Processing 65 (8), 1961-1974, 2017 | 36 | 2017 |
| Power system state estimation via feasible point pursuit: Algorithms and Cramer-Rao bound G Wang, AS Zamzam, GB Giannakis, ND Sidiropoulos IEEE Transactions on Signal Processing 66 (6), 1649-1658, 2018 | 35 | 2018 |
| Real-time power system state estimation via deep unrolled neural networks L Zhang, G Wang, GB Giannakis 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 34* | 2018 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
