Hongyuan Xu
6 papers · 2021–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Learning Types · Machine Learning
(4)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Representation
(1)
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