Shurui Gui
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(4)
Artificial Intelligence
(3)
Learning Types
(3)
Deep Learning
(2)
Core AI
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Keywords
graph neural network
(3)
domain generalization
(1)
causal mechanism
(1)
self-supervised learning
(1)
tokenization
(1)
test-time adaptation
(1)
graph generation
(1)
adversarial training
(1)
out-of-distribution generalization
(1)
covariate shift
(1)
optical flow
(1)
target shift
(1)
sample selection
(1)
language model
(1)
causal discovery
(1)
texture refinement
(1)
invariant learning
(1)
frame averaging
(1)
domain shift
(1)
catastrophic forgetting
(1)
Papers
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
ICML 2025
Geometry Informed Tokenization of Molecules for Language Model Generation
ICML 2025
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm
ICLR 2024
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
ICML 2024
Graph Structure Extrapolation for Out-of-Distribution Generalization
ICML 2024
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization
NeurIPS 2023
GOOD: A Graph Out-of-Distribution Benchmark
NeurIPS 2022
DIG: A Turnkey Library for Diving into Graph Deep Learning Research
JMLR 2021
FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation
CVPR 2020