Pranathi Vasireddy

According to our database, Pranathi Vasireddy authored at least 9 papers between 2022 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

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

Streaming Sparse Data on Architectures with Vector Extensions using Near Data Processing.

Pranathi Vasireddy, Krishna Kavi, Alex Weaver, Gayatri Mehta

Proceedings of the International Symposium on Memory Systems, 2023

2022

Memory-Side Acceleration and Sparse Compression for Quantized Packed Convolutions.

Alex Weaver, Krishna Kavi, Pranathi Vasireddy, Gayatri Mehta

Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022

HETEROGENEOUS ARCHITECTURE FOR SPARSE DATA PROCESSING.

Shashank Adavally, Alex Weaver, Pranathi Vasireddy, Krishna Kavi, Gayatri Mehta, Nagendra Gulur

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Sparse-T: Hardware Accelerator Thread for Unstructured Sparse Data Processing.

Pranathi Vasireddy, Krishna Kavi, Gayatri Mehta

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022