Kejing Yin
6 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π
Conference Pioneer
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(4)
Artificial Intelligence
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
electronic health record
(5)
tensor factorization
(2)
attention mechanism
(2)
non-negative tensor factorization
(2)
medical imaging
(2)
multimodal fusion
(2)
ontology alignment
(1)
disentangled representation
(1)
poisson factorization
(1)
recurrent neural network
(1)
latent diffusion
(1)
latent diffusion model
(1)
missing modality
(1)
chest x-ray
(1)
sparse tensor
(1)
non-negative tensor
(1)
clinical phenotyping
(1)
phenotype discovery
(1)
mortality prediction
(1)
hidden interaction
(1)
Papers
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation
NeurIPS 2024
DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency
AAAI 2024
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors
AAAI 2021
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization
AAAI 2019
Medical Concept Embedding with Multiple Ontological Representations
IJCAI 2019
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization
IJCAI 2018