Stefan Abi-Karam

FlowGNN: A Dataflow Architecture for Universal Graph Neural Network Inference via Multi-Queue Streaming

Rishov Sarkar, Stefan Abi-Karam, Yuqiang He, 2022, ArXiv.

FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference

Rishov Sarkar, Stefan Abi-Karam, Yuqiang He, 2022, 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA).

GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization

Stefan Abi-Karam, Cong Hao, 2023, 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL).

M5: Multi-modal Multi-task Model Mapping on Multi-FPGA with Accelerator Configuration Search

Stefan Abi-Karam, Cong Hao, A. Kamath, 2023, Design, Automation and Test in Europe.

GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration

Cong Hao, Stefan Abi-Karam, Yuqi He, 2022, ArXiv.

INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing

Rishov Sarkar, Stefan Abi-Karam, Zhiwen Fan, 2023, 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD).