Hongyuan Xu
6 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π§ Keyword Pioneer π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
Conferences
EMNLP (3)
IJCAI (2)
ACL (1)
Top co-authors
Keywords
self-supervised learning
(3)
taxonomy completion
(3)
representation learning
(2)
taxonomy expansion
(2)
knowledge distillation
(1)
masked language model
(1)
multimodal learning
(1)
prompt learning
(1)
semantic matching
(1)
knowledge graph embedding
(1)
pre-trained language model
(1)
prompt tuning
(1)
hypernym detection
(1)
structural reasoning
(1)
taxonomic context
(1)
pre-trained contextual embedding
(1)
dynamic margin loss
(1)
taxonomy-path ranking
(1)
model compression
(1)
visual injection
(1)
Papers
Bridging the Sensory Gap: Visual Injection for Taxonomy Completion
ACL 2026
DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings
EMNLP 2025
Contrastive Representation Learning for Self-Supervised Taxonomy Completion
IJCAI 2024
TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion
EMNLP 2023
TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion
IJCAI 2022
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths
EMNLP 2021