Xinyu Yuan
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Architectures
(3)
Healthcare & Medicine
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Research
(2)
Techniques
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
foundation model
(2)
zero-shot learning
(2)
knowledge graph
(2)
link prediction
(2)
multivariate time series
(1)
graph representation
(1)
multimodal learning
(1)
graph embedding
(1)
self-supervised learning
(1)
gradient updates
(1)
gene expression
(1)
single-cell analysis
(1)
generative model
(1)
diffusion model
(1)
time series generation
(1)
transfer learning
(1)
masked prediction
(1)
representation alignment
(1)
transcriptome foundation model
(1)
representation learning
(1)
Papers
Protein Structure Tokenization: Benchmarking and New Recipe
ICML 2025
Cell ontology guided transcriptome foundation model
NeurIPS 2024
Diffusion-TS: Interpretable Diffusion for General Time Series Generation
ICLR 2024
Towards Foundation Models for Knowledge Graph Reasoning
ICLR 2024
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
NeurIPS 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
ICML 2023