Sikun Yang

According to our database, Sikun Yang authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC.

Sikun Yang, Heinz Koeppl

CoRR, 2024

Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series.

Rui Huang, Sikun Yang, Heinz Koeppl

CoRR, 2024

Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics.

Jiahao Wang, Sikun Yang, Heinz Koeppl, Xiuzhen Cheng, Pengfei Hu, Guoming Zhang

CoRR, 2024

A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs.

Sikun Yang, Hongyuan Zha

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dynamic Latent Graph-Guided Neural Temporal Point Processes.

Sikun Yang, Hongyuan Zha

CoRR, 2023

Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks.

Jin Guo, Ting Gao, Yufu Lan, Peng Zhang, Sikun Yang, Jinqiao Duan

CoRR, 2023

Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport.

Sikun Yang, Hongyuan Zha

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2020

Non-parametric Bayesian Latent Factor Models for Network Reconstruction.

Sikun Yang

PhD thesis, 2020

The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks.

Sikun Yang, Heinz Koeppl

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2018

Dependent Relational Gamma Process Models for Longitudinal Networks.

Sikun Yang, Heinz Koeppl

Proceedings of the 35th International Conference on Machine Learning, 2018

Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis.

Sikun Yang, Heinz Koeppl

Proceedings of the IEEE International Conference on Data Mining, 2018

A Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks.

Sikun Yang, Heinz Koeppl

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2013

Towards human-centric personalized expertise ranking in community-based question answering.

Sikun Yang, Eng Keong Lua, Yizhi Wang

Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking, 2013