Towards human-centric personalized expertise ranking in community-based question answering. - Sikun Yang; Eng Keong Lua; Yizhi Wang (FhMN@SIGCOMM, 2013)

A Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks. - Sikun Yang; Heinz Koeppl (AAAI, 2018)

Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. - Sikun Yang; Heinz Koeppl (ICDM, 2018)

Dependent Relational Gamma Process Models for Longitudinal Networks. - Sikun Yang; Heinz Koeppl (ICML, 2018)

The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. - Sikun Yang; Heinz Koeppl (UAI, 2020)

Non-parametric Bayesian Latent Factor Models for Network Reconstruction. - Sikun Yang (2020)

Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport. - Sikun Yang; Hongyuan Zha (SDM, 2023)

Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks. - Jin Guo; Ting Gao; Yufu Lan; Peng Zhang 001; Sikun Yang; Jinqiao Duan (CoRR, 2023)

Dynamic Latent Graph-Guided Neural Temporal Point Processes. - Sikun Yang; Hongyuan Zha (CoRR, 2023)

A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs. - Sikun Yang; Hongyuan Zha (AAAI, 2024)

Negative-Binomial Randomized Gamma Dynamical Systems for Heterogeneous Overdispersed Count Time Sequences. - Rui Huang; Sikun Yang; Heinz Koeppl (IJCAI, 2024)

Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics. - Jiahao Wang; Sikun Yang; Heinz Koeppl; Xiuzhen Cheng 001; Pengfei Hu 001; Guoming Zhang (CoRR, 2024)

Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series. - Rui Huang; Sikun Yang; Heinz Koeppl (CoRR, 2024)

Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC. - Sikun Yang; Heinz Koeppl (CoRR, 2024)

Hierarchical-Graph-Structured Edge Partition Models for Learning Evolving Community Structure. - Xincan Yu; Sikun Yang (CoRR, 2024)

TAD-Bench: A Comprehensive Benchmark for Embedding-Based Text Anomaly Detection. - Yang Cao 019; Sikun Yang; Chen Li 027; Haolong Xiang; Lianyong Qi; Bo Liu; Rongsheng Li; Ming Liu (CoRR, 2025)

On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction. - Xin Jing; Yichen Jing; Yuhuan Lu; Bangchao Deng; Sikun Yang; Dingqi Yang (IEEE Trans. Knowl. Data Eng., 2025)