Steven R. Young
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
5
Active years
2015–2024
Best venue rank
A
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | GECCO | Efficacy of using a dynamic length representation vs. a fixed-length for neuroarchitecture search. | Mark Coletti, Chathika Gunaratne, Steven R. Young, Swetha Varadarajan, Robert M. Patton, Thomas E. Potok |
| 2022 | ICMLA | ICDARTS: Improving the Stability of Cyclic DARTS. | Emily J. Herron, Steven R. Young, Derek C. Rose |
| 2022 | SC | Neuromorphic Computing for Scientific Applications. | Robert M. Patton, Prasanna Date, Shruti R. Kulkarni, Chathika Gunaratne, Seung-Hwan Lim, Guojing Cong, Steven R. Young, Mark Coletti, Thomas E. Potok, Catherine D. Schuman |
| 2020 | IJCNN | Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. | Maryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy |
| 2019 | ICASSP | Deep Learning for Vertex Reconstruction of Neutrino-nucleus Interaction Events with Combined Energy and Time Data. | Linghao Song, Fan Chen, Steven R. Young, Catherine D. Schuman, Gabriel N. Perdue, Thomas E. Potok |
| 2019 | ICMLA | Inferring Convolutional Neural Networks' Accuracies from Their Architectural Characterizations. | Duc Hoang, Jesse Hamer, Gabriel N. Perdue, Steven R. Young, Jonathan A. Miller, Anushree Ghosh |
| 2019 | SC | Fine-Grained Exploitation of Mixed Precision for Faster CNN Training. | Jeremy T. Johnston, Steven R. Young, Catherine D. Schuman, Junghoon Chae, Don D. March, Robert M. Patton, Thomas E. Potok |
| 2018 | SC | 167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation. | Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Don D. March, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Thomas P. Karnowski, Maxim A. Ziatdinov, Sergei V. Kalinin |
| 2017 | IJCNN | Vertex reconstruction of neutrino interactions using deep learning. | Adam M. Terwilliger, Gabriel N. Perdue, David Isele, Robert M. Patton, Steven R. Young |
| 2017 | SC | Optimizing Convolutional Neural Networks for Cloud Detection. | J. Travis Johnston, Steven R. Young, David Hughes, Robert M. Patton, Devin White |
| 2017 | SC | Evolving Deep Networks Using HPC. | Steven R. Young, Derek C. Rose, J. Travis Johnston, William T. Heller, Thomas P. Karnowski, Thomas E. Potok, Robert M. Patton, Gabriel N. Perdue, Jonathan A. Miller |
| 2016 | SC | A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers. | Thomas E. Potok, Catherine D. Schuman, Steven R. Young, Robert M. Patton, Federico M. Spedalieri, Jeremy Liu, Ke-Thia Yao, Garrett S. Rose, Gangotree Chakma |
| 2015 | SC | Optimizing deep learning hyper-parameters through an evolutionary algorithm. | Steven R. Young, Derek C. Rose, Thomas P. Karnowski, Seung-Hwan Lim, Robert M. Patton |