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Jason Cong

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A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware

Jun 24, 2023
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan, Lin, Jason Cong, Yizhou Sun

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ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation

May 18, 2023
Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong

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FPGA-Based In-Vivo Calcium Image Decoding for Closed-Loop Feedback Applications

Dec 09, 2022
Zhe Chen, Jim Zhou, Garrett J. Blair, Hugh T. Blair, Jason Cong

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Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks

Nov 22, 2021
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong

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GNN-DSE: Automated Accelerator Optimization Aided by Graph Neural Networks

Nov 17, 2021
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong

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SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation

Nov 10, 2021
Atefeh Sohrabizadeh, Yuze Chi, Jason Cong

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Pyxis: An Open-Source Performance Dataset of Sparse Accelerators

Oct 08, 2021
Linghao Song, Yuze Chi, Jason Cong

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Computed Tomography Image Enhancement using 3D Convolutional Neural Network

Jul 18, 2018
Meng Li, Shiwen Shen, Wen Gao, William Hsu, Jason Cong

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