Kenney Ng
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π₯
Mega-Team
(23)
π
Conference Pioneer
Conferences
AAAI (1)
IJCAI (1)
MLHC (1)
UAI (1)
Top co-authors
Keywords
unsupervised learning
(1)
dimensionality reduction
(1)
contrastive learning
(1)
approximate inference
(1)
decision making
(1)
variational approximation
(1)
posterior predictive
(1)
hidden markov model
(1)
probabilistic model
(1)
latent variable model
(1)
foundation model
(1)
drug discovery
(1)
bayesian neural network
(1)
molecule generation
(1)
molecular property prediction
(1)
interactive visualization
(1)
loss calibration
(1)
human-ai interaction
(1)
disease progression modeling
(1)
time series model
(1)
Papers
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery
IJCAI 2024
Post-hoc loss-calibration for Bayesian neural networks
UAI 2021
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
MLHC 2020
Unsupervised Learning with Contrastive Latent Variable Models
AAAI 2019