Sikun Yang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Venues

CoRR

AAAI

SDM

ICDM

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Sikun Yang, Hongyuan Zha
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs. AAAI (2024)
Rui Huang, Sikun Yang, Heinz Koeppl
Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series. CoRR (2024)
Jiahao Wang, Sikun Yang, Heinz Koeppl, Xiuzhen Cheng, Pengfei Hu, Guoming Zhang
Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics. CoRR (2024)
Sikun Yang, Heinz Koeppl
Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC. CoRR (2024)
Sikun Yang, Hongyuan Zha
Dynamic Latent Graph-Guided Neural Temporal Point Processes. CoRR (2023)
Jin Guo, Ting Gao, Yufu Lan, Peng Zhang, Sikun Yang, Jinqiao Duan
Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks. CoRR (2023)
Sikun Yang, Hongyuan Zha
Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport. SDM (2023)
Sikun Yang, Hongyuan Zha
Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport. CoRR (2022)
Sikun Yang, Heinz Koeppl
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. UAI (2020)
Sikun Yang, Heinz Koeppl
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. CoRR (2020)
Sikun Yang, Heinz Koeppl
A Poisson Gamma Probabilistic Model for Latent Node-group Memberships in Dynamic Networks. CoRR (2018)
Sikun Yang, Heinz Koeppl
Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. CoRR (2018)
Sikun Yang, Heinz Koeppl
Dependent Relational Gamma Process Models for Longitudinal Networks. ICML (2018)
Sikun Yang, Heinz Koeppl
Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. ICDM (2018)
Sikun Yang, Heinz Koeppl
A Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks. AAAI (2018)
Sikun Yang, Eng Keong Lua, Yizhi Wang
Towards human-centric personalized expertise ranking in community-based question answering. FhMN@SIGCOMM (2013)

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Publication Activity (10 Years)

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Sikun Yang