Chunyan Hou
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(4)
Natural Language Processing
(3)
Architectures
(3)
Core AI
(3)
Learning Types
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Keywords
graph neural network
(2)
knowledge graph
(2)
fake news detection
(2)
rumor detection
(2)
text generation
(1)
text representation
(1)
temporal information
(1)
model safety
(1)
instruction tuning
(1)
dynamic graph
(1)
synthetic data
(1)
jailbreak attack
(1)
multi-head attention
(1)
entity alignment
(1)
social media
(1)
safety training
(1)
attention network
(1)
entity representation
(1)
large language model
(1)
knowledge-aware attention
(1)
Papers
FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media
ACL 2025
InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning
COLING 2025
SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention
EMNLP 2025
SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection
EMNLP 2025
KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection
EMNLP 2023
KAN: Knowledge-aware Attention Network for Fake News Detection
AAAI 2021