Joseph Melber

11 papers A 3B 1Misc 1Journal 6
YearRankTypeTitle / Venue / Authors
2026 A conf
Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen™ AI NPUs.
FPGA
Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
2025 J jnl
Can Asymmetric Tile Buffering Be Beneficial?
CoRR
Chengyue Wang, Wesley Pang, Xinrui Wu, Gregory Jun, Luis Romero, Endri Taka, Diana Marculescu, Tony Nowatzki, Pranathi Vasireddy, Joseph Melber, Deming Chen, Jason Cong
2025 Misc conf
Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface.
FCCM
Erika Hunhoff, Joseph Melber, Kristof Denolf, Andra Bisca, Samuel Bayliss, Stephen Neuendorffer, Jeff Fifield, Jack Lo, Pranathi Vasireddy, Phil James-Roxby, Eric Keller
2025 J jnl
Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface.
CoRR
Erika Hunhoff, Joseph Melber, Kristof Denolf, Andra Bisca, Samuel Bayliss, Stephen Neuendorffer, Jeff Fifield, Jack Lo, Pranathi Vasireddy, Phil James-Roxby, Eric Keller
2025 J jnl
From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR.
CoRR
Erwei Wang, Samuel Bayliss, Andra Bisca, Zachary Blair, Sangeeta Chowdhary, Kristof Denolf, Jeff Fifield, Brandon Freiberger, Erika Hunhoff, Phil James-Roxby, Jack Lo, Joseph Melber, Stephen Neuendorffer, Eddie Richter, Andre Roesti, Javier Setoain, Gagandeep Singh, Endri Taka, Pranathi Vasireddy, Zhewen Yu, Niansong Zhang, Jinming Zhuang
2025 J jnl
Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs.
CoRR
Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
2023 J jnl
Exploiting the Common Case When Accelerating Input-Dependent Stream Processing by FPGA.
IEEE Trans. Computers
Zhipeng Zhao, Joseph Melber, Siddharth Sahay, Shashank Obla, Eriko Nurvitadhi, James C. Hoe
2023 A conf
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.
ICS
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2023 J jnl
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.
CoRR
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2020 B conf
A Service-Oriented Memory Architecture for FPGA Computing.
FPL
Joseph Melber, James C. Hoe
2016 A conf
A Study of Pointer-Chasing Performance on Shared-Memory Processor-FPGA Systems.
FPGA
Gabriel Weisz, Joseph Melber, Yu Wang, Kermin Fleming, Eriko Nurvitadhi, James C. Hoe