Xinyu Lian

@inproceedings{lian2026superoffload,
  title = {SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips},
  author = {Lian, Xinyu and Tanaka, Masahiro and Ruwase, Olatunji and Zhang, Minjia},
  booktitle = {Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating System},
  year = {2026},
  toappear = {true},
}

@inproceedings{lian2025ucp,
  title = {Universal Checkpointing: A Flexible and Efficient Distributed Checkpointing System for Large-Scale DNN Training with Reconfigurable Parallelism},
  author = {Lian, Xinyu and Jacobs, Sam Ade and Kurilenko, Lev and Tanaka, Masahiro and Bekman, Stas and Ruwase, Olatunji and Zhang, Minjia},
  booktitle = {Proceedings of the 2025 USENIX Annual Technical Conference},
  year = {2025},
  highlight1 = {Adopted by Microsoft for Phi-3.5-MoE (42B) Pre-Training},
  highlight2 = {Adopted by BigScience for BLOOM (176B) Pre-Training},
  highlight3 = {Adopted by UC Berkeley for SmileyLlama (8B) Fine-Tuning},
  highlight4 = {Selected for Presentation by <a href="https://www.usenix.org/conference/atc25/future-memory-and-storage" rel="external nofollow noopener" target="_blank">FMS: the Future of Memory and Storage 2025</a>},
  highlight5 = {Selected for Presentation by PyTorch Day 2025},
  available = {},
  reusable = {},
  functional = {},
  artifact = {https://github.com/deepspeedai/DeepSpeed}
}

@inproceedings{lian2025ciri,
  title = {Large Language Models as Configuration Validators},
  author = {Lian, Xinyu and Chen, Yinfang and Cheng, Runxiang and Huang, Jie and Thakkar, Parth and Zhang, Minjia and Xu, Tianyin},
  year = {2025},
  booktitle = {Proceedings of the 47th IEEE/ACM International Conference on Software Engineering},
  available = {},
  reusable = {},
  functional = {},
  artifact = {https://github.com/xlab-uiuc/ciri}
}

@inproceedings{wang2024ctest4j,
  title = {Ctest4J: A Practical Configuration Testing Framework for Java},
  author = {Wang, Shuai and Lian, Xinyu and Li, Qingyu and Marinov, Darko and Xu, Tianyin},
  year = {2024},
  booktitle = {Proceedings of the 30th ACM International Conference on the Foundations of Software Engineering, Demo Papers},
  demo = {true},
  doi = {10.1145/3663529.3663799},
  series = {FSE Demo 2024},
  artifact = {https://github.com/xlab-uiuc/ctest4j}
}

@inproceedings{wang2023urts,
  title = {Test Selection for Unified Regression Testing},
  author = {Wang, Shuai and Lian, Xinyu and Marinov, Darko and Xu, Tianyin},
  year = {2023},
  booktitle = {Proceedings of the 45th IEEE/ACM International Conference on Software Engineering},
  location = {Melbourne, Australia},
  series = {ICSE 2023},
  doi = {10.1109/ICSE48619.2023.00145},
  available = {},
  reusable = {},
  artifact = {https://github.com/xlab-uiuc/uRTS-ae}
}