| 2026 | AAAI | RCMoE: A Communication-Efficient Random Compression Framework for Resource-Constrained Mixture-of-Experts Training. | Donglei Wu, Xiao Cai, Jinglei Tan, Jinda Jia, Guangming Tan, Dingwen Tao, Wen Xia, Zhihong Tian |
| 2026 | KDD | Case Study: Learning Robust, Long-run Surrogate Metrics with Modeling and Instrumental Variables. | Daniel Day, Matthew Dalton, Samuel Daulton, Benjamin Letham, Xiao Cai, Aojia Zhao, Eytan Bakshy |
| 2023 | GLOBECOM | Direct Channel Estimation Between MIMO Transmitter and Reconfigurable Intelligent Surface. | Xiao Cai, Hei Victor Cheng |
| 2015 | AAAI | A Closed Form Solution to Multi-View Low-Rank Regression. | Shuai Zheng, Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang |
| 2013 | ICCV | New Graph Structured Sparsity Model for Multi-label Image Annotations. | Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang |
| 2013 | ICCV | Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model. | Xiao Cai, Feiping Nie, Weidong Cai, Heng Huang |
| 2013 | IJCAI | Exact Top-k Feature Selection via l2, 0-Norm Constraint. | Xiao Cai, Feiping Nie, Heng Huang |
| 2013 | IJCAI | Multi-View K-Means Clustering on Big Data. | Xiao Cai, Feiping Nie, Heng Huang |
| 2013 | KDD | On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions. | Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang |
| 2012 | ECCV | Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph. | Xiao Cai, Hua Wang, Heng Huang, Chris H. Q. Ding |
| 2012 | ICDM | Robust Matrix Completion via Joint Schatten p-Norm and lp-Norm Minimization. | Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris H. Q. Ding |
| 2012 | MICCAI | Group-Wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes. | Hanbo Chen, Xiao Cai, Dajiang Zhu, Feiping Nie, Tianming Liu, Heng Huang |
| 2011 | CVPR | Heterogeneous image feature integration via multi-modal spectral clustering. | Xiao Cai, Feiping Nie, Heng Huang, Farhad Kamangar |
| 2011 | ICDM | Multi-Class L2, 1-Norm Support Vector Machine. | Xiao Cai, Feiping Nie, Heng Huang, Chris H. Q. Ding |
| 2009 | ICIP | Computer graphics classification based on Markov process model and boosting feature selection technique. | Patchara Sutthiwan, Xiao Cai, Yun-Qing Shi, Hong Zhang |