Xinyu Lian

@inproceedings{lian2026quantization,
  title = {Quantization Inflates Reasoning: Token Inflation as a Hidden Cost of Low-Bit Reasoning Models},
  author = {Lian, Xinyu and Krichene, Walid and Huang, Beichen and Tanaka, Masahiro and Ruwase, Olatunji and Zhang, Li and Zhang, Minjia},
  booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
}

@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},
}

@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},
}

@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},
}