Yonghua Zhu
14 papers · 2017–2026 · 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· Bronze πΊοΈ Taxonomy Completionist (29)
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Research topics
Machine Learning
(9)
Core Methods
(7)
Learning Types Β· Machine Learning
(7)
Natural Language Processing
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications
(4)
Architectures
(3)
Core AI
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Application Areas
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
graph neural network
(4)
contrastive learning
(3)
multi-view clustering
(2)
node classification
(2)
abstract meaning representation
(2)
text generation
(2)
incomplete data
(2)
multi-hop question answering
(2)
representation learning
(2)
knowledge graph
(2)
continual learning
(1)
hypergraph learning
(1)
logical reasoning
(1)
self-supervised learning
(1)
feature selection
(1)
functional connectivity
(1)
subspace learning
(1)
natural language inference
(1)
transfer learning
(1)
knowledge distillation
(1)
Papers
Global-Graph Guided and Local-Graph Weighted Contrastive Learning for Unified Clustering on Incomplete and Noise Multi-View Data
CVPR 2026
A Survey of Pun Generation: Datasets, Evaluations and Methodologies
EMNLP 2025
Multiplex Graph Representation Learning with Homophily and Consistency
AAAI 2025
Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation
AAAI 2025
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
ACL 2024
Robust Node Classification on Graph Data with Graph and Label Noise
AAAI 2024
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering
NAACL 2022
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering
IJCAI 2022
Prompt-based Conservation Learning for Multi-hop Question Answering
COLING 2022
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs
AACL 2022
Multi-graph Fusion for Functional Neuroimaging Biomarker Detection
IJCAI 2020
Robust Feature Selection on Incomplete Data
IJCAI 2018
Robust Multi-view Learning via Half-quadratic Minimization
IJCAI 2018
Adaptive Hypergraph Learning for Unsupervised Feature Selection
IJCAI 2017