Sitao Luan
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
β
The Questioner
(2)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
graph neural network
(5)
node classification
(4)
feature selection
(1)
multilingual nlp
(1)
out-of-distribution generalization
(1)
bayes error
(1)
model-based reinforcement learning
(1)
planning agent
(1)
machine learning
(1)
deep architecture
(1)
graph topology
(1)
stochastic block model
(1)
convolutional neural network
(1)
spectral method
(1)
network analysis
(1)
graph representation learning
(1)
node feature
(1)
graph homophily
(1)
homophily metric
(1)
sentiment analysis
(1)
Papers
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis
ACL 2025
Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
ICLR 2025
ReactZyme: A Benchmark for Enzyme-Reaction Prediction
NeurIPS 2024
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
NeurIPS 2024
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability
NeurIPS 2023
Revisiting Heterophily For Graph Neural Networks
NeurIPS 2022
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
NeurIPS 2021
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
NeurIPS 2019