Xiaotian Liu

@inproceedings{liu2026irno,
  title = {Iterative Refinement Neural Operators are Learned Fixed-Point Solvers: {A} Principled Approach to Spectral Bias Mitigation},
  author = {Liu, Xiaotian and Shang, Shuyuan and Wang, Xiaopeng and Ren, Pu and Yang, Yaoqing},
  booktitle = {International Conference on Machine Learning},
  year = {2026},
}

@inproceedings{xiong2026rl4rla,
  title = {{RL4RLA}: Teaching {ML} to Discover Randomized Linear Algebra Algorithms through Diverse Examples},
  author = {Xiong, Jinglong and Liu, Xiaotian and Wang, Ruoxin and Liu, Zihang and Zhou, Yefan and Yan, Yujun and Yang, Yaoqing},
  booktitle = {International Conference on Machine Learning},
  year = {2026},
}

@inproceedings{lu2024sharpness,
  title = {Sharpness-Diversity Tradeoff: Improving Flat Ensembles with {SharpBalance}},
  author = {Lu, Haiquan and Liu, Xiaotian and Zhou, Yefan and Li, Qunli and Keutzer, Kurt and Mahoney, Michael W. and Yan, Yujun and Yang, Huanrui and Yang, Yaoqing},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2024},
}

@article{lin2022dual,
  title = {Dual Contrastive Prediction for Incomplete Multi-View Representation Learning},
  author = {Lin, Yijie and Gou, Yuanbiao and Liu, Xiaotian and Bai, Jinfeng and Lv, Jiancheng and Peng, Xi},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume = {45},
  number = {4},
  pages = {4447--4461},
  year = {2022},
  publisher = {IEEE},
}