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ORCIDStefan Abi-Karam
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2020 – today
- 2024
[c5]Stefan Abi-Karam
, Rishov Sarkar, Allison Seigler, Sean Lowe, Zhigang Wei, Hanqiu Chen, Nanditha Rao, Lizy Kurian John, Aman Arora, Cong Hao:
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond. MLCAD 2024: 23:1-23:9- [i5]Stefan Abi-Karam, Rishov Sarkar, Allison Seigler, Sean Lowe, Zhigang Wei, Hanqiu Chen, Nanditha Rao, Lizy Kurian John, Aman Arora, Cong Hao:
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond. CoRR abs/2405.00820 (2024) - 2023
- [j1]Stefan Abi-Karam, Cong Hao:
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization. Softw. Pract. Exp. 53(11): 212-218 (2023) - [c4]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: 1-6 - [c3]Stefan Abi-Karam, Cong Hao:
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization. FPL 2023: 212-218 - [c2]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: 1099-1112 - [c1]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: 1-9 - [i4]Stefan Abi-Karam, Cong Hao:
GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization. CoRR abs/2303.16459 (2023) - [i3]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 abs/2308.05930 (2023) - 2022
- [i2]Stefan Abi-Karam, Yuqi He, Rishov Sarkar, Lakshmi Sathidevi, Zihang Qiao, Cong Hao:
GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration. CoRR abs/2201.08475 (2022) - [i1]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 abs/2204.13103 (2022)
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