Sikun Yang
6 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
AAAI (2)
EMNLP (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
gibbs sampling
(2)
probabilistic modeling
(2)
variational inference
(1)
sparse representation
(1)
community detection
(1)
computational efficiency
(1)
time series
(1)
graph embedding
(1)
negative binomial
(1)
gamma process
(1)
gibbs sampler
(1)
longitudinal networks
(1)
graph structure learning
(1)
bayesian network
(1)
latent variable model
(1)
variational autoencoder
(1)
markov process
(1)
temporal point process
(1)
latent feature
(1)
latent structure
(1)
Papers
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