Concepedia

Junyao Guo

JG

Statistics

Publications

13

Citations

1.1K

H-Index

12

Active since

2014

Affiliations

Carnegie Mellon University(Current)

Junyao Guo is an author at Carnegie Mellon University specializing in engineering, systems engineering, and computer engineering.

Top concepts

EngineeringSystems EngineeringComputer EngineeringSmart GridPower SystemsEnergy ManagementComputer ScienceDistributed OptimizationData ScienceDeep Learning

Publications per year

2014–2021

13

Publications

13

Toward Distributed/Decentralized DC Optimal Power Flow Implementation in Future Electric Power Systems

Amin Kargarian, Javad Mohammadi, Junyao Guo et al. · IEEE Transactions on Smart Grid · 2016 · 298 citations

Electrical Engineering, Engineering, Dc Microgrids +15

Is it Safe to Drive? An Overview of Factors, Metrics, and Datasets for Driveability Assessment in Autonomous Driving

Junyao Guo, Unmesh Kurup, Mohak Shah · IEEE Transactions on Intelligent Transportation Systems · 2019 · 205 citations

Artificial Intelligence, Engineering, Machine Learning +22

Intelligent Partitioning in Distributed Optimization of Electric Power Systems

Junyao Guo, Gabriela Hug, O.K. Tonguz · IEEE Transactions on Smart Grid · 2015 · 123 citations

Mathematical Programming, Large-scale Global Optimization, Affinity Matrix +15

A Survey of On-Device Machine Learning

Sauptik Dhar, Junyao Guo, Jiayi Liu et al. · ACM Transactions on Internet of Things · 2021 · 121 citations

Artificial Intelligence, On-device Machine Learning, Model Training +15

A Case for Nonconvex Distributed Optimization in Large-Scale Power Systems

Junyao Guo, Gabriela Hug, O.K. Tonguz · IEEE Transactions on Power Systems · 2016 · 101 citations

Mathematical Programming, Engineering, Power Grid Operation +18

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