| 2026 | AAAI | Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Xuhui Fan, Qiang Ni, Xuyun Zhang, Yang Zhang, Yuan Tian, Amin Beheshti |
| 2025 | AAAI | Navigating Towards Fairness with Data Selection. | Yixuan Zhang, Zhidong Li, Yang Wang, Fang Chen, Xuhui Fan, Feng Zhou |
| 2025 | AAAI | Dynamic Spectral Graph Anomaly Detection. | Jianbo Zheng, Chao Yang, Tairui Zhang, Longbing Cao, Bin Jiang, Xuhui Fan, Xiao-Ming Wu, Xianxun Zhu |
| 2025 | KDD | SepDiff: Self-Encoding Parameter Diffusion for Learning Latent Semantics. | Zhangkai Wu, Xuhui Fan, Jin Li, Zhilin Zhao, Hui Chen, Longbing Cao |
| 2025 | KDD | ProgDiffusion: Progressively Self-encoding Diffusion Models. | Zhangkai Wu, Xuhui Fan, Longbing Cao |
| 2024 | ECAI | TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes. | Zizhuo Meng, Boyu Li, Xuhui Fan, Zhidong Li, Yang Wang, Fang Chen, Feng Zhou |
| 2024 | ICML | Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation. | Yididiya Y. Nadew, Xuhui Fan, Christopher John Quinn |
| 2023 | ICML | Free-Form Variational Inference for Gaussian Process State-Space Models. | Xuhui Fan, Edwin V. Bonilla, Terence J. O'Kane, Scott A. Sisson |
| 2021 | ICML | Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks. | Xuhui Fan, Bin Li, Yaqiong Li, Scott A. Sisson |
| 2021 | IJCAI | Bayesian Nonparametric Space Partitions: A Survey. | Xuhui Fan, Bin Li, Ling Luo, Scott A. Sisson |
| 2020 | AAAI | Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel. | Zheng Yu, Xuhui Fan, Marcin Pietrasik, Marek Z. Reformat |
| 2020 | AISTATS | Online Binary Space Partitioning Forests. | Xuhui Fan, Bin Li, Scott A. Sisson |
| 2020 | IJCAI | Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling. | Yaqiong Li, Xuhui Fan, Ling Chen, Bin Li, Zheng Yu, Scott A. Sisson |
| 2019 | AISTATS | Binary Space Partitioning Forest. | Xuhui Fan, Bin Li, Scott A. Sisson |
| 2019 | PAKDD | Hawkes Process with Stochastic Triggering Kernel. | Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen |
| 2018 | AISTATS | The Binary Space Partitioning-Tree Process. | Xuhui Fan, Bin Li, Scott A. Sisson |
| 2018 | PAKDD | Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. | Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen |
| 2018 | PAKDD | A Refined MISD Algorithm Based on Gaussian Process Regression. | Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen |
| 2016 | AAAI | The Ostomachion Process. | Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen |
| 2016 | IJCAI | Copula Mixed-Membership Stochastic Blockmodel. | Xuhui Fan, Richard Yi Da Xu, Longbing Cao |
| 2016 | IJCAI | Bayesian Optimization of Partition Layouts for Mondrian Processes. | Yi Wang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen |
| 2012 | AAAI | A Theoretical Framework of the Graph Shift Algorithm. | Xuhui Fan, Longbing Cao |
| 2012 | CIKM | Maximum margin clustering on evolutionary data. | Xuhui Fan, Lin Zhu, Longbing Cao, Xia Cui, Yew-Soon Ong |
| 2012 | CIKM | Model the complex dependence structures of financial variables by using canonical vine. | Wei Wei, Xuhui Fan, Jinyan Li, Longbing Cao |