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Xiaodong Yu

20132025

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  • A Survey on Error-Bounded Lossy Compression for Scientific Datasets

    Di, S., Liu, J., Zhao, K., Liang, X., Underwood, R., Zhang, Z., Shah, M., Huang, Y., Huang, J., Yu, X., Ren, C., Guo, H., Wilkins, G., Tao, D., Tian, J., Jin, S., Jian, Z., Wang, D., Rahman, M. H. & Zhang, B. & 6 others, Song, S., Calhoun, J., Li, G., Yoshii, K., Alharthi, K. & Cappello, F., 11 Jun 2025, In: ACM Computing Surveys. 57, 11, 287.

    Research output: Contribution to journal › Article › peer-review

    7 Scopus citations

  • Compression Error Sensitivity Analysis for Different Experts in MoE Model Inference

    Ma, S., Zhang, Z., Di, S., Liu, B., Yu, X., Lu, X. & Wang, D., 15 Nov 2025, Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops. p. 339-348 10 p. (Proceedings of 2025 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2025 Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • COMPSO: Optimizing Gradient Compression for Distributed Training with Second-Order Optimizers

    Sun, B., Liu, W., Pauloski, J. G., Tian, J., Jia, J., Wang, D., Zhang, B., Zheng, M., Di, S., Jin, S., Zhang, Z., Yu, X., Iskra, K. A., Beckman, P., Tan, G. & Tao, D., 28 Feb 2025, PPoPP 2025 - Proceedings of the 2025 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming. p. 212-224 13 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • ZEROTH-ORDER FINE-TUNING OF LLMS WITH TRANSFERABLE STATIC SPARSITY

    Guo, W., Long, J., Zeng, Y., Liu, Z., Yang, X., Ran, Y., Gardner, J., Bastani, O., De Sa, C., Yu, X., Chen, B. & Xu, Z., 2025, 13th International Conference on Learning Representations, ICLR 2025. p. 59924-59964 41 p. (13th International Conference on Learning Representations, ICLR 2025).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression

    Huang, J., Di, S., Yu, X., Zhai, Y., Zhang, Z., Liu, J., Lu, X., Raffenetti, K., Zhou, H., Zhao, K., Chen, Z., Cappello, F., Guo, Y. & Thakur, R., 2024, Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024. p. 752-764 13 p. (Proceedings - 2024 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations
View all 41 Research outputs