Shurui Gui

28 papers A* 8Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.
Found. Trends Mach. Learn.
Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, Yuqing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji
2025 J jnl
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning.
CoRR
Shubham Parashar, Shurui Gui, Xiner Li, Hongyi Ling, Sushil Vemuri, Blake Olson, Eric Li, Yu Zhang, James Caverlee, Dileep Kalathil, Shuiwang Ji
2025 A* conf
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning.
ICML
Shurui Gui, Xiner Li, Shuiwang Ji
2025 J jnl
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning.
CoRR
Shurui Gui, Xiner Li, Shuiwang Ji
2025 A* conf
Geometry Informed Tokenization of Molecules for Language Model Generation.
ICML
Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji
2025 J jnl
Hierarchical Language Model Design For Interpretable Graph Reasoning.
Trans. Mach. Learn. Res.
Sambhav Khurana, Xiner Li, Shurui Gui, Shuiwang Ji
2025 J jnl
Mitigating Spurious Correlations in LLMs via Causality-Aware Post-Training.
CoRR
Shurui Gui, Shuiwang Ji
2025 J jnl
Object-Aware 4D Human Motion Generation.
CoRR
Shurui Gui, Deep Anil Patel, Xiner Li, Martin Renqiang Min
2024 J jnl
A Hierarchical Language Model For Interpretable Graph Reasoning.
CoRR
Sambhav Khurana, Xiner Li, Shurui Gui, Shuiwang Ji
2024 A* conf
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm.
ICLR
Shurui Gui, Xiner Li, Shuiwang Ji
2024 J jnl
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm.
CoRR
Shurui Gui, Xiner Li, Shuiwang Ji
2024 A* conf
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.
ICML
Yuchao Lin, Jacob Helwig, Shurui Gui, Shuiwang Ji
2024 J jnl
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.
CoRR
Yuchao Lin, Jacob Helwig, Shurui Gui, Shuiwang Ji
2024 J jnl
FlowX: Towards Explainable Graph Neural Networks via Message Flows.
IEEE Trans. Pattern Anal. Mach. Intell.
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
2024 J jnl
Geometry Informed Tokenization of Molecules for Language Model Generation.
CoRR
Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji
2024 A* conf
Graph Structure Extrapolation for Out-of-Distribution Generalization.
ICML
Xiner Li, Shurui Gui, Youzhi Luo, Shuiwang Ji
2023 J jnl
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.
CoRR
Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Haiyang Yu, Yuqing Xie, Xiang Fu, Alex Strasser, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji
2023 J jnl
Explainability in Graph Neural Networks: A Taxonomic Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
2023 J jnl
Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization.
CoRR
Xiner Li, Shurui Gui, Youzhi Luo, Shuiwang Ji
2023 A* conf
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization.
NeurIPS
Shurui Gui, Meng Liu, Xiner Li, Youzhi Luo, Shuiwang Ji
2023 J jnl
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization.
CoRR
Shurui Gui, Meng Liu, Xiner Li, Youzhi Luo, Shuiwang Ji
2022 J jnl
FlowX: Towards Explainable Graph Neural Networks via Message Flows.
CoRR
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
2022 A* conf
GOOD: A Graph Out-of-Distribution Benchmark.
NeurIPS
Shurui Gui, Xiner Li, Limei Wang, Shuiwang Ji
2022 J jnl
GOOD: A Graph Out-of-Distribution Benchmark.
CoRR
Shurui Gui, Xiner Li, Limei Wang, Shuiwang Ji
2021 J jnl
DIG: A Turnkey Library for Diving into Graph Deep Learning Research.
CoRR
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Zhao Xu, Haiyang Yu, Jingtun Zhang, Yi Liu, Keqiang Yan, Bora Oztekin, Haoran Liu, Xuan Zhang, Cong Fu, Shuiwang Ji
2021 J jnl
DIG: A Turnkey Library for Diving into Graph Deep Learning Research.
J. Mach. Learn. Res.
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Haiyang Yu, Zhao Xu, Jingtun Zhang, Yi Liu, Keqiang Yan, Haoran Liu, Cong Fu, Bora Oztekin, Xuan Zhang, Shuiwang Ji
2020 J jnl
Explainability in Graph Neural Networks: A Taxonomic Survey.
CoRR
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
2020 A* conf
FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation.
CVPR
Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao