Xiaoye Miao
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Data Science & Analytics
(3)
Learning Types · Machine Learning
(3)
Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core Methods
(2)
Models
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
missing value imputation
(2)
time series imputation
(2)
multivariate time series
(2)
representation learning
(2)
generative adversarial network
(1)
data imputation
(1)
memory mechanism
(1)
multi-view data
(1)
missing data
(1)
multi-scale learning
(1)
multimodal rumor detection
(1)
patch dropping
(1)
modality recovery
(1)
hierarchical prompt
(1)
soft prompt learning
(1)
incomplete modalities
(1)
missing modality handling
(1)
joint autoencoder
(1)
time series analysis
(1)
multi-view imputation
(1)
Papers
General Incomplete Time Series Analysis via Patch Dropping Without Imputation
IJCAI 2025
MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation
IJCAI 2025
TriSPrompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities
EMNLP 2025
Jointly Imputing Multi-View Data with Optimal Transport
AAAI 2023
Generative Semi-supervised Learning for Multivariate Time Series Imputation
AAAI 2021