Xiao-Wen Chang
4 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
NIPS (3)
EMNLP (1)
Top co-authors
Keywords
graph neural network
(3)
node classification
(3)
bayes error
(1)
network analysis
(1)
deep architecture
(1)
convolutional neural network
(1)
spectral method
(1)
retrieval-augmented generation
(1)
graph convolutional network
(1)
multi-scale learning
(1)
evidence retrieval
(1)
in-context reasoning
(1)
large language model
(1)
multi-scale information
(1)
context fidelity
(1)
spectral graph convolution
(1)
evidence integration
(1)
in-context learning
(1)
node distinguishability
(1)
question answering
(1)
Papers
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
EMNLP 2025
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
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
NIPS 2019