Yihua Zhu
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Mathematics
(1)
Reasoning
(1)
Representation
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
knowledge graph
(2)
knowledge graph embedding
(2)
relation pattern
(2)
matrix completion
(1)
relation prediction
(1)
entity embedding
(1)
retrieval-augmented generation
(1)
hyperbolic embedding
(1)
geometric embedding
(1)
knowledge base question answering
(1)
autoregressive language model
(1)
orthogonal matrix
(1)
relational semantics
(1)
large language model
(1)
logical inference
(1)
riemannian optimization
(1)
block-diagonal matrix
(1)
link prediction
(1)
semantic parsing
(1)
Papers
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
AAAI 2026
Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs
ACL 2026
3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding
EACL 2024
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
EMNLP 2024