Joseph Melber

According to our database, Joseph Melber authored at least 10 papers between 2016 and 2026.

Collaborative distances:

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

2026

From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR.

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, André Rösti, Javier Setoain, Gagandeep Singh, Endri Taka, Pranathi Vasireddy, Zhewen Yu, Niansong Zhang, Jinming Zhuang

ACM Trans. Reconfigurable Technol. Syst., June, 2026

Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen™ AI NPUs.

Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu

Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2026

STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA™ NPU.

Victor J. B. Jung, Gagandeep Singh, Joseph Melber, Kristof Denolf, Francesco Conti, Luca Benini

Proceedings of the 34th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2026

2025

Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs.

Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu

CoRR, December, 2025

Can Asymmetric Tile Buffering Be Beneficial?

Chengyue Wang, Wesley Pang, Xinrui Wu, Gregory Jun, Luis Romero, Endri Taka, Diana Marculescu, Tony Nowatzki, Pranathi Vasireddy, Joseph Melber, Deming Chen, Jason Cong

CoRR, November, 2025

Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface.

Erika Hunhoff, Joseph Melber, Kristof Denolf, Andra Bisca, Samuel Bayliss, Stephen Neuendorffer, Jeff Fifield, Jack Lo, Pranathi Vasireddy, Phil James-Roxby, Eric Keller

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

2023

Exploiting the Common Case When Accelerating Input-Dependent Stream Processing by FPGA.

Zhipeng Zhao, Joseph Melber, Siddharth Sahay, Shashank Obla, Eriko Nurvitadhi, James C. Hoe

IEEE Trans. Computers, May, 2023

SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.

Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu

Proceedings of the 37th International Conference on Supercomputing, 2023

2020

A Service-Oriented Memory Architecture for FPGA Computing.

Joseph Melber, James C. Hoe

Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020

2016

A Study of Pointer-Chasing Performance on Shared-Memory Processor-FPGA Systems.

Gabriel Weisz, Joseph Melber, Yu Wang, Kermin Fleming, Eriko Nurvitadhi, James C. Hoe

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016