Yize Chen
Yize Chen
Assistant Professor, HKUST
Verified email at - Homepage
Cited by
Cited by
Model-free renewable scenario generation using generative adversarial networks
Y Chen, Y Wang, DS Kirschen, B Zhang
IEEE Transactions on Power Systems, 2018
Optimal control via neural networks: A convex approach
Y Chen, Y Shi, B Zhang
ICLR 2019, 2019
Blocking transferability of adversarial examples in black-box learning systems
H Hosseini, Y Chen, S Kannan, B Zhang, R Poovendran
arXiv preprint arXiv:1703.04318, 2017
Is machine learning in power systems vulnerable?
Y Chen, Y Tan, D Deka
2018 IEEE International Conference on Communications, Control, and Computing …, 2018
Exploiting vulnerabilities of load forecasting through adversarial attacks
Y Chen, Y Tan, B Zhang
Proceedings of the tenth ACM international conference on future energy …, 2019
An unsupervised deep learning approach for scenario forecasts
Y Chen, X Wang, B Zhang
2018 power systems computation conference (PSCC), 1-7, 2018
Modeling and optimization of complex building energy systems with deep neural networks
Y Chen, Y Shi, B Zhang
2017 51st Asilomar Conference on Signals, Systems, and Computers, 1368-1373, 2017
Bayesian renewables scenario generation via deep generative networks
Y Chen, P Li, B Zhang
2018 52nd annual conference on information sciences and systems (CISS), 1-6, 2018
Learning to solve network flow problems via neural decoding
Y Chen, B Zhang
arXiv preprint arXiv:2002.04091, 2020
Towards trusted social networks with blockchain technology
Y Chen, Q Li, H Wang
arXiv preprint arXiv:1801.02796, 2018
Data-driven optimal voltage regulation using input convex neural networks
Y Chen, Y Shi, B Zhang
Electric Power Systems Research and PSCC 2020 189, 106741, 2020
Using mobility for electrical load forecasting during the covid-19 pandemic
Y Chen, W Yang, B Zhang
arXiv preprint arXiv:2006.08826, 2020
Non-wire alternatives: An additional value stream for distributed energy resources
JE Contreras-Ocana, Y Chen, U Siddiqi, B Zhang
IEEE Transactions on Sustainable Energy 11 (3), 1287-1299, 2019
Input convex neural networks for optimal voltage regulation
Y Chen, Y Shi, B Zhang
arXiv preprint arXiv:2002.08684, 2020
Link prediction through deep generative model
XW Wang, Y Chen, YY Liu
Iscience 23 (10), 101626, 2020
Revealing complex ecological dynamics via symbolic regression
Y Chen, MT Angulo, YY Liu
BioEssays 41 (12), 1900069, 2019
A convex neural network solver for DCOPF with generalization guarantees
L Zhang, Y Chen, B Zhang
IEEE Transactions on Control of Network Systems 9 (2), 719-730, 2021
IntelligentCrowd: Mobile crowdsensing via multi-agent reinforcement learning
Y Chen, H Wang
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (5 …, 2020
Stochastic battery operations using deep neural networks
Y Chen, MU Hashmi, D Deka, M Chertkov
2019 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2019
Forecasting spatio-temporal renewable scenarios: a deep generative approach
C Jiang, Y Chen, Y Mao, Y Chai, M Yu
arXiv preprint arXiv:1903.05274, 2019
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