Junming Yin
5 papers · 2012–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Core Methods
(3)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Models
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Keywords
triangular motifs
(2)
scalable inference
(2)
latent space model
(2)
stochastic variational inference
(2)
graph theory
(1)
graph analysis
(1)
link prediction
(1)
graph representation
(1)
probabilistic modeling
(1)
community detection
(1)
network analysis
(1)
graph inference
(1)
mixed membership
(1)
semi-supervised classification
(1)
distributed learning
(1)
gaussian copula
(1)
thompson sampling
(1)
mixed membership community
(1)
multi-label classification
(1)
approximate inference
(1)
Papers
Thompson Sampling for Bandit Learning in Matching Markets
IJCAI 2022
Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models
UAI 2020
Latent Space Inference of Internet-Scale Networks
JMLR 2016
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks
NeurIPS 2013
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks
NeurIPS 2012