Xiao-Wen Chang
4 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
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
NeurIPS 2023
Revisiting Heterophily For Graph Neural Networks
NeurIPS 2022
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
NeurIPS 2019