Hongzhi Liu
11 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29)
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Century Club Β· Bronze
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Renaissance Researcher
(9)
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Research topics
Machine Learning
(9)
Deep Learning
(5)
Core Methods
(5)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Keywords
knowledge distillation
(2)
knowledge graph
(2)
link prediction
(1)
ensemble learning
(1)
sequence labeling
(1)
policy gradient
(1)
semantic parsing
(1)
medication recommendation
(1)
multimodal learning
(1)
heterogeneous information network
(1)
pattern recognition
(1)
listwise ranking
(1)
data anonymization
(1)
semi-supervised learning
(1)
contrastive learning
(1)
generative adversarial network
(1)
electronic health record
(1)
relation embedding
(1)
recommender system
(1)
representation learning
(1)
Papers
Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation
AAAI 2026
Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
AAAI 2024
AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications
COLING 2022
Generalized Ambiguity Decomposition for Ranking Ensemble Learning
JMLR 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems
ACL 2022
Relation-Aware Neighborhood Matching Model for Entity Alignment
AAAI 2021
Spiral Generative Network for Image Extrapolation
ECCV 2020
Data-Anonymous Encoding for Text-to-SQL Generation
EMNLP 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion
EMNLP 2019
Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion
Interspeech 2019
Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation
IJCAI 2019