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Junyao Guo
Junyao Guo
Research Scientist
Verified email at lge.com
Title
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Year
Toward distributed/decentralized DC optimal power flow implementation in future electric power systems
A Kargarian, J Mohammadi, J Guo, S Chakrabarti, M Barati, G Hug, S Kar, ...
IEEE Transactions on Smart Grid 9 (4), 2574-2594, 2016
2992016
A survey of on-device machine learning: An algorithms and learning theory perspective
S Dhar, J Guo, J Liu, S Tripathi, U Kurup, M Shah
ACM Transactions on Internet of Things 2 (3), 1-49, 2021
1602021
Is it safe to drive? An overview of factors, metrics, and datasets for driveability assessment in autonomous driving
J Guo, U Kurup, M Shah
IEEE Transactions on Intelligent Transportation Systems 21 (8), 3135-3151, 2019
1532019
Intelligent partitioning in distributed optimization of electric power systems
J Guo, G Hug, OK Tonguz
IEEE Transactions on Smart Grid 7 (3), 1249-1258, 2015
1262015
A case for nonconvex distributed optimization in large-scale power systems
J Guo, G Hug, OK Tonguz
IEEE Transactions on Power Systems 32 (5), 3842-3851, 2016
1112016
Distributed MPC for efficient coordination of storage and renewable energy sources across control areas
K Baker, J Guo, G Hug, X Li
IEEE Transactions on Smart Grid 7 (2), 992-1001, 2016
892016
On the role of communications plane in distributed optimization of power systems
J Guo, G Hug, OK Tonguz
IEEE Transactions on Industrial Informatics 14 (7), 2903-2913, 2017
382017
Impact of communication delay on asynchronous distributed optimal power flow using ADMM
J Guo, G Hug, O Tonguz
2017 IEEE International Conference on Smart Grid Communications …, 2017
292017
Distributed fault-tolerant topology control in cooperative wireless ad hoc networks
J Guo, X Liu, C Jiang, J Cao, Y Ren
IEEE Transactions on Parallel and Distributed Systems 26 (10), 2699-2710, 2014
292014
Is it safe to drive? an overview of factors, challenges, and datasets for driveability assessment in autonomous driving
J Guo, U Kurup, M Shah
arXiv preprint arXiv:1811.11277, 2018
222018
Asynchronous ADMM for distributed non-convex optimization in power systems
J Guo, G Hug, O Tonguz
arXiv preprint arXiv:1710.08938, 2017
212017
Impact of partitioning on the performance of decomposition methods for AC Optimal Power Flow
J Guo, G Hug, O Tonguz
2015 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2015
142015
Enabling distributed optimization in large-scale power systems
J Guo, G Hug, O Tonguz
arXiv preprint arXiv:1605.09785, 2016
82016
Impact of power system partitioning on the efficiency of distributed multi-step optimization
J Guo, O Tonguz, G Hug
2017 IEEE Manchester PowerTech, 1-6, 2017
72017
On-device machine learning: An algorithms and learning theory perspective. arXiv 2019
S Dhar, J Guo, J Liu, S Tripathi, U Kurup, M Shah
arXiv preprint arXiv:1911.00623, 0
5
Efficacy of Model Fine-Tuning for Personalized Dynamic Gesture Recognition
J Guo, U Kurup, M Shah
International Workshop on Deep Learning for Human Activity Recognition, 99-110, 2021
22021
Distributed optimization in electric power systems: Partitioning, communications, and synchronization
J Guo
Carnegie Mellon University, 2018
12018
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