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Sikun Yang

According to our database1, Sikun Yang authored at least 15 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction.
[BibTeX]
[DOI]
Xin Jing
,
Yichen Jing
,
Yuhuan Lu
,
Bangchao Deng
,
Sikun Yang
,
Dingqi Yang
CoRR, 2024

Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC.
[BibTeX]
[DOI]
Sikun Yang
,
Heinz Koeppl
CoRR, 2024

Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series.
[BibTeX]
[DOI]
Rui Huang
,
Sikun Yang
,
Heinz Koeppl
CoRR, 2024

Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics.
[BibTeX]
[DOI]
Jiahao Wang
,
Sikun Yang
,
Heinz Koeppl
,
Xiuzhen Cheng
,
Pengfei Hu
,
Guoming Zhang
CoRR, 2024

Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences.
[BibTeX]
[DOI]
Rui Huang
,
Sikun Yang
,
Heinz Koeppl
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs.
[BibTeX]
[DOI]
Sikun Yang
,
Hongyuan Zha
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Dynamic Latent Graph-Guided Neural Temporal Point Processes.
[BibTeX]
[DOI]
Sikun Yang
,
Hongyuan Zha
CoRR, 2023

Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Sikun Yang
PhD thesis, 2020

The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Sikun Yang
,
Heinz Koeppl
Proceedings of the 35th International Conference on Machine Learning, 2018

Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Sikun Yang
,
Eng Keong Lua
,
Yizhi Wang
Proceedings of the 2013 ACM SIGCOMM workshop on Future human-centric multimedia networking, 2013


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