Sitao Luan
8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(6)
π₯
Unstoppable
(5)
β
The Questioner
(2)
Conferences
NIPS (6)
ACL (1)
ICLR (1)
Top co-authors
Keywords
node classification
(4)
graph neural network
(4)
graph representation learning
(1)
multilingual nlp
(1)
out-of-distribution generalization
(1)
bayes error
(1)
network analysis
(1)
model-based reinforcement learning
(1)
machine learning
(1)
deep architecture
(1)
stochastic block model
(1)
convolutional neural network
(1)
spectral method
(1)
planning agent
(1)
graph homophily
(1)
homophily metric
(1)
feature dependency
(1)
graph convolutional network
(1)
multi-scale learning
(1)
label consistency
(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
NIPS 2024
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
NIPS 2024
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability
NIPS 2023
Revisiting Heterophily For Graph Neural Networks
NIPS 2022
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning
NIPS 2021
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
NIPS 2019