High-Performance Computing Applied to Semantic Databases. - Eric L. Goodman; Edward Jimenez; David Mizell; Sinan Al-Saffar; Bob Adolf; David J. Haglin (ESWC (2), 2011)

Techniques for Improving Filters in Power Grid Contingency Analysis. - Robert Adolf; David Haglin; Mahantesh Halappanavar; Yousu Chen; Zhenyu Huang 001 (MLDM, 2011)

Towards Efficient N-x Contingency Selection Using Group betweenness Centrality. - Mahantesh Halappanavar; Yousu Chen; Robert Adolf; David Haglin; Zhenyu Huang 001; Mark Rice 002 (SC Companion, 2012)

Scalable, Multithreaded, Partially-in-Place Sorting. - David J. Haglin; Robert Adolf; Greg E. Mackey (IPDPS Workshops, 2013)

MachSuite: Benchmarks for accelerator design and customized architectures. - Brandon Reagen; Robert Adolf; Yakun Sophia Shao; Gu-Yeon Wei; David M. Brooks (IISWC, 2014)

Fathom: reference workloads for modern deep learning methods. - Robert Adolf; Saketh Rama; Brandon Reagen; Gu-Yeon Wei; David M. Brooks (IISWC, 2016)

Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators. - Brandon Reagen; Paul N. Whatmough; Robert Adolf; Saketh Rama; Hyunkwang Lee; Sae Kyu Lee; José Miguel Hernández-Lobato; Gu-Yeon Wei; David M. Brooks (ISCA, 2016)

A case for efficient accelerator design space exploration via Bayesian optimization. - Brandon Reagen; José Miguel Hernández-Lobato; Robert Adolf; Michael A. Gelbart; Paul N. Whatmough; Gu-Yeon Wei; David M. Brooks (ISLPED, 2017)

Cognitive Computing Safety: The New Horizon for Reliability / The Design and Evolution of Deep Learning Workloads. - Yuhao Zhu 001; Vijay Janapa Reddi; Robert Adolf; Saketh Rama; Brandon Reagen; Gu-Yeon Wei; David M. Brooks (IEEE Micro, 2017)

Deep Learning for Computer Architects - Brandon Reagen; Robert Adolf; Paul N. Whatmough; Gu-Yeon Wei; David M. Brooks (Morgan & Claypool Publishers, 2017)

Weightless: Lossy weight encoding for deep neural network compression. - Brandon Reagen; Udit Gupta; Bob Adolf; Michael Mitzenmacher; Alexander M. Rush; Gu-Yeon Wei; David Brooks 001 (ICML, 2018)

Characterizing the Scalability of Graph Convolutional Networks on Intel® PIUMA. - Matthew Joseph Adiletta; Jesmin Jahan Tithi; Emmanouil-Ioannis Farsarakis; Gerasimos Gerogiannis; Robert Adolf; Robert Benke; Sidharth Kashyap; Samuel Hsia; Kartik Lakhotia; Fabrizio Petrini; Gu-Yeon Wei; David Brooks 001 (ISPASS, 2023)