Xiaomin Song
9 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
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Renaissance Researcher
(5)
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(8)
Learning Types
(6)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Core AI
(3)
Methods
(3)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Keywords
cross-modal retrieval
(3)
cross-modal hashing
(2)
anomaly detection
(2)
multimodal learning
(2)
sparse regularization
(2)
image retrieval
(1)
convex optimization
(1)
probabilistic modeling
(1)
data augmentation
(1)
outlier detection
(1)
noisy label learning
(1)
robust statistics
(1)
adaptive learning
(1)
epistemic uncertainty
(1)
deep learning
(1)
semantic consistency
(1)
synthetic data generation
(1)
time series classification
(1)
uncertainty quantification
(1)
domain adaptation
(1)
Papers
Robust Semi-paired Multimodal Learning for Cross-modal Retrieval
AAAI 2026
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
CVPR 2025
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels
AAAI 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise
AAAI 2025
SHE: Streaming-media Hashing Retrieval
ICML 2025
Time Series Data Augmentation for Deep Learning: A Survey
IJCAI 2021
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
AAAI 2019
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
IJCAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee
AAAI 2019