Publications

Book Chapter

  1. V. Kekatos, G. Wang, H. Zhu, and G. B. Giannakis, “PSSE redux: Convex relaxation, decentralized, robust, and dynamic approaches,” Advances in Electric Power and Energy; Power Systems Engineering, M. El-Hawary Editor, 2017. (Preprint)

Journal Papers

  1. G. Wang, G. B. Giannakis, Y. Saad, and J. Chen, “Solving Most High-dimensional Random Systems of Quadratic Equations,” 2017. (Preprint)

  2. G. Wang, G. B. Giannakis, and J. Chen, “Robust and Scalable Power System State Estimation Using Composite Optimization,” 2017. (Preprint)

  3. G. Wang, A. S. Zamzam, G. B. Giannakis, and N. D. Sidiropoulos, “Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramer-Rao Bound,” IEEE Transactions on Signal Processing, submitted January 2017. (Preprint)

  4. L. Zhang, G. Wang, D. Romero, and G. B. Giannakis, “Randomized Block Frank-Wolfe for Large-Scale Convergent Learning,” IEEE Transactions on Signal Processing, September 2017 (To appear). (Preprint).

  5. G. Wang, L. Zhang, G. B. Giannakis, M. Akcakaya, and J. Chen, “Sparse Phase Retrieval via Truncated Amplitude Flow,” IEEE Transactions on Signal Processing, submitted November 2016. (Preprint). (Website and codes).

  6. G. Wang, G. B. Giannakis, and J. Chen, “Scalable Solvers of Large-scale Systems of Random Quadratic Equations via Stochastic Truncated Amplitude Flow,” IEEE Transactions on Signal Processing, vol. 65, no. 8, pp. 1961-1974, April 2017. (Preprint). (Website and codes).

  7. G. Wang, G. B. Giannakis, and Y. C. Eldar, “Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow,” IEEE Transactions on Information Theory, July 2016 (To appear). (Preprint). (Website and codes).

  8. G. Wang, V. Kekatos, A.-J. Conejo, and G. B. Giannakis, “Ergodic Energy Management Leveraging Resource Variability in Distribution Grids,” IEEE Transactions on Power Systems, to appear June 2016. (pdf)

  9. V. Kekatos, G. Wang, A.-J. Conejo, and G. B. Giannakis, “Stochastic Reactive Power Management in Microgrids with Renewables,” IEEE Transactions on Power Systems, vol. 30, January 2015. (pdf)

  10. G. Wang, J. Chen, and J. Sun, “Stochastic Stability of Extended Filtering for Nonlinear Systems with Measurement Packet Losses,” IET Control Theory & Applications, vol. 7, no. 17, pp. 2048-2055, November 2013. (pdf)

  11. J. Chen, G. Wang, and J. Sun, “Power Scheduling for Kalman Filtering over Lossy Wireless Sensor Networks,” IET Control Theory & Applications, November 2016.

Conference/Workshop Papers

  1. G. Wang, G. B. Giannakis, Y. Saad, and J. Chen “Solving Almost All Systems of Random Quadratic Equations," The Thirty-First Annual Conf. on Neural Information Processing Systems, Long Beach, CA, USA, December 4-9, 2017.

  2. L. Zhang, G. Wang, and G. B. Giannakis, “Radial Power Network Topology Identification Using Voltage Correlations," Proc. of CAMSAP, Curacao, Dutch Antilles, December 10-13, 2017.

  3. G. Wang, G. B. Giannakis, and J. Chen “Solving Large-scale Systems of Random Quadratic Equations via Stochastic Truncated Amplitude Flow," Proc. of EUSIPCO, Kos Island, Greece, August 28-Sept. 3, 2017. (Best Student Paper Award).

  4. G. Wang, G. B. Giannakis, J. Chen, and M. Akcakaya, “SPARTA: Sparse Phase Retrieval via Truncated Amplitude Flow,” Proc. of Intl. Conf. on Acoust., Speech, and Signal Processing, New Orleans, USA, March 5-9, 2017.

  5. G. Wang and G. B. Giannakis, “Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow," The Thirtieth Annual Conf. on Neural Information Processing Systems, Barcelona, Spain, December 5-10, 2016.

  6. G. Wang, A. S. Zamzam, G. B. Giannakis, and N. D. Sidiropoulos, “Power System State Estimation via Feasible Point Pursuit," Proc. of Globalsip Conf., Washington, DC, Dec. 7-9, 2016.

  7. B. Yang, G. Wang, and N. D. Sidiropoulos, “Group-sparse Regularization for Low-rank Tensor Completion and Decomposition," Proc. of Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, November 6-9, 2016.

  8. G. Wang and G. B. Giannakis, “TGGF: Truncated Generalized Gradient Flow for Solving Random Systems of Quadratic Equations," Intl. Conf. on Machine Learning Nonconvex Optimization Workshop, New York City, NY, June 19-25, 2016.

  9. G. Wang, V. Kekatos, and G. B. Giannakis, “Stochastic Energy Management in Distribution Grids," Proc. of Intl. Conf. on Acoustics, Speech and Signal Processing, Shanghai, China, March 20-25, 2016.

  10. D. K. Berberidis, V. Kekatos, G. Wang, and G. B. Giannakis, “Online Censoring for Large-Scale Regression," Proc. of Intl. Conf. on Acoust., Speech, and Signal Processing, Brisbane, Australia, April 19-24, 2015.

  11. G. Wang, D. K. Berberidis, V. Kekatos, and G. B. Giannakis, “Online Reconstruction from Big Data via Compressive Censoring," Proc. of GlobalSIP Conf., Atlanta, GA, December 3-5, 2014.

  12. D. K. Berberidis, G. Wang, G. B. Giannakis, and V. Kekatos, “Adaptive Estimation from Big Data via Censored Stochastic Approximation," Proc. of Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, November 2-5, 2014.

  13. V. Kekatos, G. Wang, and G. B. Giannakis, “Stochastic Loss Minimization for Power Distribution Networks," Proc. of North America Power Systems, Pullman, WA, September 7-9, 2014.

  14. G. Wang, S.-J. Kim, and G. B. Giannakis, “Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation," Proc. of IEEE PES General Mtg., Washington, DC, July 27-31, 2014.

  15. S.-J. Kim, G. Wang, and G. B. Giannakis, “Online Semidefinite Programming for Power System State Estimation," Proc. of Intl. Conf. on Acoustics, Speech and Signal Processing, Florence, Italy, May 4-9, 2014.

  16. G. Wang, J. Chen, and J. Sun, “Stochastic Stability of Extended Filtering for Non-linear Systems with Measurement Packet Losses," IASTED Asian Conference on Modelling, Identification and Control, Phuket, Thailand, April 2-4, 2012.

  17. G. Wang, J. Chen, and J. Sun, “On Sequential Kalman Filtering with Scheduled Measurements," IEEE 3rd Annual Intern. Conf. on Cyber Technology in Automation, Control and Intelligent Systems, Nanjing, China, May 26-30, 2013.

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Last modified: Fri. June 3 12:00:00 2016.