Sikun Yang
7 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Data Science & Analytics
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(3)
Methods
(3)
Deep Learning
(2)
Mathematics
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Keywords
gibbs sampling
(2)
markov process
(2)
probabilistic modeling
(2)
bayesian nonparametrics
(1)
sparse representation
(1)
community detection
(1)
variational inference
(1)
time series
(1)
variational autoencoder
(1)
graph embedding
(1)
negative binomial
(1)
gamma process
(1)
gibbs sampler
(1)
longitudinal networks
(1)
bayesian network
(1)
graph structure learning
(1)
latent variable model
(1)
latent variable
(1)
computational efficiency
(1)
link prediction
(1)
Papers
Poisson–Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs
UAI 2026
Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data
AAAI 2026
Text Anomaly Detection with Simplified Isolation Kernel
EMNLP 2025
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs
AAAI 2024
Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences
IJCAI 2024
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks
UAI 2020
Dependent Relational Gamma Process Models for Longitudinal Networks
ICML 2018