Zixuan Yuan
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
hierarchical planning
(1)
self-supervised learning
(1)
chain-of-thought reasoning
(1)
knowledge graph reasoning
(1)
sql generation
(1)
self-paced learning
(1)
knowledge graph
(1)
task decomposition
(1)
retrieval-augmented generation
(1)
multi-hop reasoning
(1)
risk prediction
(1)
hierarchical multi-label classification
(1)
path finding
(1)
event graph
(1)
keyword extraction
(1)
hypergraph representation
(1)
prototype representation
(1)
Papers
DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction
EMNLP 2025
R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation
IJCAI 2024
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
AAAI 2024
Learning to Walk with Dual Agents for Knowledge Graph Reasoning
AAAI 2022
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling
AAAI 2021