Research output per year
Research output per year
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Dive into the research topics where Shaoyi Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
- 20 Conference contribution
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MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training
Peng, H., Xie, X., Shivdikar, K., Hasan, M. A., Zhao, J., Huang, S., Khan, O., Kaeli, D. & Ding, C., 27 Apr 2024, Summer Cycle. p. 683-698 16 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access14 Scopus citations -
PruneGNN: Algorithm-Architecture Pruning Framework for Graph Neural Network Acceleration
Gurevin, D., Shan, M., Huang, S., Hasan, M. A., Ding, C. & Khan, O., 2024, Proceedings - 2024 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024. p. 108-123 16 p. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks
Xie, X., Peng, H., Hasan, A., Huang, S., Zhao, J., Fang, H., Zhang, W., Geng, T., Khan, O. & Ding, C., 2023, 2023 42nd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2023 - Proceedings. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access17 Scopus citations -
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
Peng, H., Huang, S., Zhou, T., Luo, Y., Wang, C., Wang, Z., Zhao, J., Xie, X., Li, A., Geng, T., Mahmood, K., Wen, W., Xu, X. & Ding, C., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. p. 5155-5165 11 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access14 Scopus citations -
Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off
Huang, S., Lei, B., Xu, D., Peng, H., Sun, Y., Xie, M. & Ding, C., 2023, 2023 60th ACM/IEEE Design Automation Conference, DAC 2023. (Proceedings - Design Automation Conference; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations