| Neuralpower: Predict and deploy energy-efficient convolutional neural networks E Cai, DC Juan, D Stamoulis, D Marculescu Asian Conference on Machine Learning, 622-637, 2017 | 183 | 2017 |
| Hyperpower: Power-and memory-constrained hyper-parameter optimization for neural networks D Stamoulis, E Cai, DC Juan, D Marculescu 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 19-24, 2018 | 87 | 2018 |
| Hardware-aware machine learning: Modeling and optimization D Marculescu, D Stamoulis, E Cai 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2018 | 61 | 2018 |
| TEI-Turbo: Temperature effect inversion-aware turbo boost for finfet-based multi-core systems E Cai, D Marculescu 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 500-507, 2015 | 29 | 2015 |
| Exploring aging deceleration in FinFET-based multi-core systems E Cai, D Stamoulis, D Marculescu 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2016 | 25 | 2016 |
| Learning-based power/performance optimization for many-core systems with extended-range voltage/frequency scaling E Cai, DC Juan, S Garg, J Park, D Marculescu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015 | 20 | 2015 |
| Hyperpower: Power-and memory-constrained hyper-parameter optimization for neural networks. In 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) D Stamoulis, E Cai, DC Juan, D Marculescu IEEE 3, 13-19, 2018 | 19 | 2018 |
| Temperature effect inversion-aware power-performance optimization for FinFET-based multicore systems E Cai, D Marculescu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 18 | 2017 |
| Efficient data-driven model learning for dynamical systems E Cai, I Apostolopoulou, P Ranjan, P Pan, M Wuebbens, D Marculescu Proceedings of the Intelligent Systems for Molecular Biology Meeting, ISMB …, 2016 | 3 | 2016 |
| Learning-based Power and Runtime Modeling for Convolutional Neural Networks E Cai, DC Juan, D Stamoulis, D Marculescu Data Analysis Project, 2019 | 1 | 2019 |
| Power/Performance Modeling and Optimization: Using and Characterizing Machine Learning Applications E Cai Carnegie Mellon University, 2018 | | 2018 |
Diana MarculescuThe University of Texas at AustinVerified email at utexas.edu
