Model-free renewable scenario generation using generative adversarial networks Y Chen, Y Wang, DS Kirschen, B Zhang IEEE Transactions on Power Systems, 2018 | 539 | 2018 |
Optimal control via neural networks: A convex approach Y Chen, Y Shi, B Zhang ICLR 2019, 2019 | 207 | 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 | 156 | 2017 |
Is machine learning in power systems vulnerable? Y Chen, Y Tan, D Deka 2018 IEEE International Conference on Communications, Control, and Computing …, 2018 | 105 | 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 | 94 | 2019 |
An unsupervised deep learning approach for scenario forecasts Y Chen, X Wang, B Zhang 2018 power systems computation conference (PSCC), 1-7, 2018 | 74 | 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 | 63 | 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 | 52 | 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 | 44 | 2020 |
Non-wire alternatives: An additional value stream for distributed energy resources JE Contreras-Ocaña, Y Chen, U Siddiqi, B Zhang IEEE Transactions on Sustainable Energy 11 (3), 1287-1299, 2019 | 43 | 2019 |
Learning to solve network flow problems via neural decoding Y Chen, B Zhang arXiv preprint arXiv:2002.04091, 2020 | 39 | 2020 |
Using mobility for electrical load forecasting during the covid-19 pandemic Y Chen, W Yang, B Zhang arXiv preprint arXiv:2006.08826, 2020 | 38 | 2020 |
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, 2022 | 36 | 2022 |
Towards trusted social networks with blockchain technology Y Chen, Q Li, H Wang arXiv preprint arXiv:1801.02796, 2018 | 31 | 2018 |
Input convex neural networks for optimal voltage regulation Y Chen, Y Shi, B Zhang arXiv preprint arXiv:2002.08684, 2020 | 29 | 2020 |
Revealing complex ecological dynamics via symbolic regression Y Chen, MT Angulo, YY Liu BioEssays 41 (12), 1900069, 2019 | 28 | 2019 |
Intelligentcrowd: Mobile crowdsensing via multi-agent reinforcement learning Y Chen, H Wang IEEE Transactions on Emerging Topics in Computational Intelligence 5 (5 …, 2020 | 26 | 2020 |
Link prediction through deep generative model XW Wang, Y Chen, YY Liu Iscience 23 (10), 2020 | 22* | 2020 |
Learning to solve DCOPF: A duality approach Y Chen, L Zhang, B Zhang Electric Power Systems Research; Power Systems Computation Conference (PSCC …, 2022 | 16 | 2022 |
Carbon-aware ev charging KW Cheng, Y Bian, Y Shi, Y Chen 2022 IEEE International Conference on Communications, Control, and Computing …, 2022 | 14 | 2022 |