Zhiyuan Ning
11 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
π
Keyword Champion
π
Renaissance Researcher
(6)
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Conference Pioneer
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Learning Types
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Knowledge & Reasoning
(3)
Reasoning
(3)
Representation
(3)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
link prediction
(3)
temporal knowledge graph
(2)
knowledge graph reasoning
(2)
graph neural network
(2)
temporal reasoning
(2)
gradient-based optimization
(1)
text classification
(1)
zero-shot learning
(1)
hyperpartisan news detection
(1)
client selection
(1)
distribution shift
(1)
non-stationary time series
(1)
generative model
(1)
entity embedding
(1)
metric learning
(1)
frequency domain
(1)
latent space
(1)
disentangled representation
(1)
optimal transport
(1)
representation learning
(1)
Papers
AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling
ACL 2026
Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space
AAAI 2026
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
ACL 2025
Rethinking Graph Contrastive Learning Through Relative Similarity Preservation
IJCAI 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
IJCAI 2025
A Multi-Information Dual-Layer Cross-Attention Model for Esophageal Fistula Prognosis
MICCAI 2024
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting
IJCAI 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
IJCAI 2024
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning
IJCAI 2023
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract)
AAAI 2021
Team Peter-Parker at SemEval-2019 Task 4: BERT-Based Method in Hyperpartisan News Detection
SemEval 2019