Author

Shurui Gui

Observed name: Gui, Shurui

Institutions: NEC (United States), Texas A&M University

Observed institutions: University of Science and Technology of China, The University of Sydney, NEC (United States), Texas A&M University

ORCID: 0000-0002-6277-2044

Observed ORCID: 0000-0002-6277-2044

OpenAlex ID: A5083790512

Explainability in Graph Neural Networks: A Taxonomic Survey

2022 · Hao Yuan, Haiyang Yu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 595

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Artificial intelligence for science in quantum, atomistic, and continuum systems

2025 · Xuan Zhang, Limei Wang, et al. · Foundations and Trends® in Machine Learning · 74

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FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation

2020 · Shurui Gui, Chaoyue Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 74

DIG: A Turnkey Library for Diving into Graph Deep Learning Research

2021 · Liu, Meng, Luo, Youzhi, et al. · arXiv (Cornell University) · 59

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GOOD: A Graph Out-of-Distribution Benchmark

2022 · Gui, Shurui, Li, Xiner, et al. · arXiv (Cornell University) · 39

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Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization

2023 · Shurui Gui, Meng Liu, et al. · neural information processing systems · 24

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GOOD: A Graph Out-Of-Distribution Benchmark

2022 · Shurui Gui, Xiner Li, et al. · neural information processing systems · 20

FlowX: Towards Explainable Graph Neural Networks via Message Flows

2023 · Shurui Gui, Hao Yuan, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 17

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Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization

2023 · Li, Xiner, Gui, Shurui, et al. · arXiv (Cornell University) · 3

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Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning

2025 · Parashar, Shubham, Gui, Shurui, et al. · arXiv (Cornell University) · 2

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Active Test-Time Adaptation: Theoretical Analyses and An Algorithm

2024 · Gui, Shurui, Li, Xiner, et al. · arXiv (Cornell University) · 2

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Geometry Informed Tokenization of Molecules for Language Model Generation

2024 · Li, Xiner, Wang, Limei, et al. · arXiv (Cornell University) · 1

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Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency

2024 · Lin, Yuchao, Helwig, Jacob, et al. · arXiv (Cornell University) · 1

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Object-Aware 4D Human Motion Generation

2025 · Gui, Shurui, Patel, Deep Anil, et al. · arXiv (Cornell University)

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Mitigating Spurious Correlations in LLMs via Causality-Aware Post-Training

2025 · Gui, Shurui, Ji, Shuiwang · arXiv (Cornell University)

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Discovering Physics Laws of Dynamical Systems via Invariant Function Learning

2025 · Gui, Shurui, Li, Xiner, et al. · arXiv (Cornell University)

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A Hierarchical Language Model For Interpretable Graph Reasoning

2024 · Khurana, Sambhav, Li, Xiner, et al. · arXiv (Cornell University)

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Works count: 18

Citation count: 911

H-index: 8

I10-index: 8