Randy Huang

According to our database, Randy Huang authored at least 16 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions.

Peter M. VanNostrand, Dennis M. Hofmann, Lei Ma, Belisha Genin, Randy Huang, Elke A. Rundensteiner

Proc. VLDB Endow., August, 2024

Distributed Training of Large Language Models on AWS Trainium.

Xinwei Fu, Zhen Zhang, Haozheng Fan, Guangtai Huang, Mohammad El-Shabani, Randy Huang, Rahul Solanki, Fei Wu, Ron Diamant, Yida Wang

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023

Target-independent XLA optimization using Reinforcement Learning.

Milan Ganai, Haichen Li, Theodore Enns, Yida Wang, Randy Huang

CoRR, 2023

2022

Can You Win Everything with A Lottery Ticket?

Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang

Trans. Mach. Learn. Res., 2022

2020

Optimizing Memory-Access Patterns for Deep Learning Accelerators.

Hongbin Zheng, Sejong Oh, Huiqing Wang, Preston Briggs, Jiading Gai, Animesh Jain, Yizhi Liu, Rich Heaton, Randy Huang, Yida Wang

CoRR, 2020

2017

Application of convolutional neural networks on Intel® Xeon® processor with integrated FPGA.

Philip Colangelo, Enno Lübbers, Randy Huang, Martin Margala, Kevin Nealis

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Can FPGAs Beat GPUs in Accelerating Next-Generation Deep Neural Networks?

Eriko Nurvitadhi, Ganesh Venkatesh, Jaewoong Sim, Debbie Marr, Randy Huang, Jason Ong Gee Hock, Yeong Tat Liew, Krishnan Srivatsan, Duncan J. M. Moss, Suchit Subhaschandra, Guy Boudoukh

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Fine-Grained Acceleration of Binary Neural Networks Using Intel® Xeon® Processor with Integrated FPGA.

Philip Colangelo, Randy Huang, Enno Lübbers, Martin Margala, Kevin Nealis

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

2016

Dissecting Xeon + FPGA: Why the integration of CPUs and FPGAs makes a power difference for the datacenter: Invited Paper.

Herman Schmit, Randy Huang

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

2006

Stream computations organized for reconfigurable execution.

André DeHon, Yury Markovsky, Eylon Caspi, Michael Chu, Randy Huang, Stylianos Perissakis, Laura Pozzi, Joseph Yeh, John Wawrzynek

Microprocess. Microsystems, 2006

Stochastic spatial routing for reconfigurable networks.

André DeHon, Randy Huang, John Wawrzynek

Microprocess. Microsystems, 2006

2003

Stochastic, spatial routing for hypergraphs, trees, and meshes.

Randy Huang, John Wawrzynek, André DeHon

Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2003

2002

Analysis of quasi-static scheduling techniques in a virtualized reconfigurable machine.

Yury Markovsky, Eylon Caspi, Randy Huang, Joseph Yeh, Michael Chu, John Wawrzynek, André DeHon

Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2002

Hardware-Assisted Fast Routing.

André DeHon, Randy Huang, John Wawrzynek

Proceedings of the 10th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2002), 2002

2000

Stream Computations Organized for Reconfigurable Execution (SCORE).

Eylon Caspi, Michael Chu, Randy Huang, Joseph Yeh, John Wawrzynek, André DeHon

Proceedings of the Field-Programmable Logic and Applications, 2000

1999

HSRA: High-Speed, Hierarchical Synchroous Reconfigurable Array.

William Tsu, Kip Macy, Atul Joshi, Randy Huang, Norman Walker, Tony Tung, Omid Rowhani, George Varghese, John Wawrzynek, André DeHon

Proceedings of the 1999 ACM/SIGDA Seventh International Symposium on Field Programmable Gate Arrays, 1999