J. Gregory Pauloski - Publications, H-index & Citations

J. Gregory Pauloski

University of Chicago

9H指数

42论文数

324被引数

收录论文 7

发表时间

Agentic Discovery: Closing the Loop With Cooperative Agents 代理发现：通过合作代理闭环

COMPUTER

IF2.3

2025-10-01

OAAI

Pauloski, J. Gregory; Chard, Kyle; Foster, Ian

Flight: A FaaS-based framework for complex and Hierarchical Federated Learning Flight: 一个基于FaaS的用于复杂和分层联邦学习的框架

Future Generation Computer Systems

IF0

2025-07-12

PREAI

Nathaniel Hudson; Valerie Hayot-Sasson; Yadu Babuji; Matt Baughman; J. Gregory Pauloski; Ryan Chard; Ian Foster; Kyle Chard

Object Proxy Patterns for Accelerating Distributed Applications

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2025-02-01

OAAI

Pauloski, J. Gregory; Hayot-Sasson, Valerie; Ward, Logan; Brace, Alexander; Bauer, Andre; Chard, Kyle; Foster, Ian

Employing artificial intelligence to steer exascale workflows with colmena

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2024-10-08

OAAI

Ward, Logan; Pauloski, J. Gregory; Hayot-Sasson, Valerie; Babuji, Yadu; Brace, Alexander; Chard, Ryan; Chard, Kyle; Thakur, Rajeev; Foster, Ian

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2023-10-27

OAAI

Zvyagin, Maxim; Brace, Alexander; Hippe, Kyle; Deng, Yuntian; Zhang, Bin; Bohorquez, Cindy Orozco; Clyde, Austin; Kale, Bharat; Perez-Rivera, Danilo; Ma, Heng; Mann, Carla M.; Irvin, Michael; Ozgulbas, Defne G.; Vassilieva, Natalia; Pauloski, James Gregory; Ward, Logan; Hayot-Sasson, Valerie; Emani, Murali; Foreman, Sam; Xie, Zhen; Lin, Diangen; Shukla, Maulik; Nie, Weili; Romero, Josh; Dallago, Christian; Vahdat, Arash; Xiao, Chaowei; Gibbs, Thomas; Foster, Ian; Davis, James J.; Papka, Michael E.; Brettin, Thomas; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Ramanathan, Arvind

Deep Neural Network Training With Distributed K-FAC

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-12-01

PREAI

Pauloski, J. Gregory; Huang, Lei; Xu, Weijia; Chard, Kyle; Foster, Ian T.; Zhang, Zhao

Models and Processes to Extract Drug-like Molecules From Natural Language Text

FRONTIERS IN MOLECULAR BIOSCIENCES

IF4

2021-08-30

OAAI

Hong, Zhi; Pauloski, J. Gregory; Ward, Logan; Chard, Kyle; Blaiszik, Ben; Foster, Ian

研究方向