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
- 21 Conference contribution
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DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUs
Luo, Y., Li, S., Tao, J., Thorat, K. G., Xie, X., Peng, H., Xu, N., Ding, C. & Huang, S., 22 Aug 2025, ACM ICS 2025 - Proceedings of the 39th ACM International Conference on Supercomputing. p. 221-235 15 p. (Proceedings of the International Conference on Supercomputing; vol. Part of 213821).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
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
20 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
17 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
20 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
17 Scopus citations