Xiaomin Song
9 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(27)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
AAAI (5)
IJCAI (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
cross-modal retrieval
(3)
sparse regularization
(2)
anomaly detection
(2)
multimodal learning
(2)
convex optimization
(1)
image retrieval
(1)
probabilistic modeling
(1)
time series
(1)
noisy label learning
(1)
data augmentation
(1)
epistemic uncertainty
(1)
robust statistics
(1)
adaptive learning
(1)
synthetic data generation
(1)
deep learning
(1)
uncertainty quantification
(1)
time series classification
(1)
outlier detection
(1)
domain adaptation
(1)
semi-supervised learning
(1)
Papers
Robust Semi-paired Multimodal Learning for Cross-modal Retrieval
AAAI 2026
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise
AAAI 2025
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels
AAAI 2025
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
CVPR 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