Research & Publications

2020

  • Maulik, Romit, et al. “Recurrent neural network architecture search for geophysical emulation.” SC20: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE, 2020.

  • Jiang, Shengli, and Prasanna Balaprakash. “Graph Neural Network Architecture Search for Molecular Property Prediction.” 2020 IEEE International Conference on Big Data (Big Data). IEEE, 2020.

2019

  • Balaprakash, Prasanna, et al. “Scalable reinforcement-learning-based neural architecture search for cancer deep learning research.” Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. 2019.

2018

  • Balaprakash, Prasanna, et al. “DeepHyper: Asynchronous hyperparameter search for deep neural networks.” 2018 IEEE 25th international conference on high performance computing (HiPC). IEEE, 2018.