| 2025 | AISTATS | Rethinking Neural-based Matrix Inversion: Why can't, and Where can. | Yuliang Ji, Jian Wu, Yuanzhe Xi |
| 2025 | ICLR | Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows. | Shuhao Cao, Francesco Brarda, Ruipeng Li, Yuanzhe Xi |
| 2024 | ICLR | A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality. | Huan He, William Hao, Yuanzhe Xi, Yong Chen, Bradley A. Malin, Joyce C. Ho |
| 2024 | WWW | Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. | Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang |
| 2023 | EMNLP | MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. | Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang |
| 2022 | ICLR | GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing. | Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad |
| 2022 | UAI | AUTM flow: atomic unrestricted time machine for monotonic normalizing flows. | Difeng Cai, Yuliang Ji, Huan He, Qiang Ye, Yuanzhe Xi |
| 2020 | ICDM | Accelerated SGD for Tensor Decomposition of Sparse Count Data. | Huan He, Yuanzhe Xi, Joyce C. Ho |
| 2018 | SC | Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver. | Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop |