Author

Shengyao Lu

Observed name: Lu, Shengyao

Institution: University of Victoria

Observed institutions: University of Alberta, University of Victoria

ORCID: 0009-0007-2645-5248

Observed ORCID: 0009-0007-2645-5248

OpenAlex ID: A5031643942

GOAt: Explaining Graph Neural Networks via Graph Output Attribution

2024 · Lu, Shengyao, Mills, Keith G., et al. · arXiv (Cornell University) · 6

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Building Optimal Neural Architectures Using Interpretable Knowledge

2024 · Keith G. Mills, Fred X. Han, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3

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VPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization

2023 · Ruichen Chen, Shengyao Lu, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 2

R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning

2022 · Lu, Shengyao, Liu, Bang, et al. · arXiv (Cornell University) · 2

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Machine Learning-Enabled Fast Prediction of GGNMOS Performance and Inverse Design for Electrostatic Discharge Applications

2025 · Zihan Wang, Ruichen Chen, et al. · IEEE Access · 1

EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time

2024 · Lu, Shengyao, Liu, Bang, et al. · PubMed · 1

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PerfCoder: Large Language Models for Interpretable Code Performance Optimization

2026 · Jiuding Yang, Shengyao Lu, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

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Works count: 7

Citation count: 15

H-index: 2

I10-index: