Minghua Xu
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
ideology detection
(2)
representation learning
(2)
link prediction
(1)
natural language processing
(1)
text classification
(1)
stance detection
(1)
social media analysis
(1)
multi-label classification
(1)
llm evaluation
(1)
hierarchical structure
(1)
graph signal processing
(1)
knowledge graph embedding
(1)
node classification
(1)
hallucination detection
(1)
graph convolutional network
(1)
hyperbolic space
(1)
distant supervision
(1)
large language model
(1)
structured query
(1)
structured query generation
(1)
Papers
Hallucination Detection in Structured Query Generation via LLM Self-Debating
EMNLP 2025
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection
ACL 2024
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations
ACL 2024
From Trainable Negative Depth to Edge Heterophily in Graphs
NeurIPS 2023
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection
EMNLP 2023