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Stefan Abi-Karam
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 9
Top Topics
Graph Transformation
Database Machine
Inference Engine
Simulation Platform
Top Venues
CoRR
FPL
DATE
ICCAD
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Publications
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Rishov Sarkar
,
Stefan Abi-Karam
,
Yuqi He
,
Lakshmi Sathidevi
,
Cong Hao
FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference.
HPCA
(2023)
Stefan Abi-Karam
,
Rishov Sarkar
,
Dejia Xu
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing.
ICCAD
(2023)
Stefan Abi-Karam
,
Cong Hao
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization.
CoRR
(2023)
Akshay Karkal Kamath
,
Stefan Abi-Karam
,
Ashwin Bhat
,
Cong Hao
M5: Multi-modal Multi-task Model Mapping on Multi-FPGA with Accelerator Configuration Search.
DATE
(2023)
Stefan Abi-Karam
,
Cong Hao
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization.
Softw. Pract. Exp.
53 (11) (2023)
Stefan Abi-Karam
,
Rishov Sarkar
,
Dejia Xu
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing.
CoRR
(2023)
Stefan Abi-Karam
,
Cong Hao
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization.
FPL
(2023)
Rishov Sarkar
,
Stefan Abi-Karam
,
Yuqi He
,
Lakshmi Sathidevi
,
Cong Hao
FlowGNN: A Dataflow Architecture for Universal Graph Neural Network Inference via Multi-Queue Streaming.
CoRR
(2022)
Stefan Abi-Karam
,
Yuqi He
,
Rishov Sarkar
,
Lakshmi Sathidevi
,
Zihang Qiao
,
Cong Hao
GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration.
CoRR
(2022)