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 (FPGA, 1999)

Stream Computations Organized for Reconfigurable Execution (SCORE). - Eylon Caspi; Michael Chu; Randy Huang; Joseph Yeh; John Wawrzynek; André DeHon (FPL, 2000)

Hardware-Assisted Fast Routing. - André DeHon; Randy Huang; John Wawrzynek (FCCM, 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 (FPGA, 2002)

Stochastic, spatial routing for hypergraphs, trees, and meshes. - Randy Huang; John Wawrzynek; André DeHon (FPGA, 2003)

Stochastic spatial routing for reconfigurable networks. - André DeHon; Randy Huang; John Wawrzynek (Microprocess. Microsystems, 2006)

Stream computations organized for reconfigurable execution. - André DeHon; Yury Markovsky; Eylon Caspi; Michael Chu; Randy Huang; Stylianos Perissakis; Laura Pozzi 001; Joseph Yeh; John Wawrzynek (Microprocess. Microsystems, 2006)

Dissecting Xeon + FPGA: Why the integration of CPUs and FPGAs makes a power difference for the datacenter: Invited Paper. - Herman Schmit; Randy Huang (ISLPED, 2016)

Fine-Grained Acceleration of Binary Neural Networks Using Intel® Xeon® Processor with Integrated FPGA. - Philip Colangelo; Randy Huang; Enno Lübbers; Martin Margala; Kevin Nealis (FCCM, 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 (FPGA, 2017)

Application of convolutional neural networks on Intel® Xeon® processor with integrated FPGA. - Philip Colangelo; Enno Lübbers; Randy Huang; Martin Margala; Kevin Nealis (HPEC, 2017)

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)

Can You Win Everything with A Lottery Ticket? - Tianlong Chen 001; Zhenyu Zhang 015; Jun Wu; Randy Huang; Sijia Liu 001; Shiyu Chang; Zhangyang Wang (Trans. Mach. Learn. Res., 2022)

Target-independent XLA optimization using Reinforcement Learning. - Milan Ganai; Haichen Li; Theodore Enns; Yida Wang; Randy Huang (CoRR, 2023)

Distributed Training of Large Language Models on AWS Trainium. - Xinwei Fu; Zhen Zhang 063; Haozheng Fan; Guangtai Huang; Mohammad El-Shabani; Randy Huang; Rahul Solanki; Fei Wu; Ron Diamant; Yida Wang 003 (SoCC, 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., 2024)