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Xiaodong Yu

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20132025

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  • 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

  • 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

    Open Access
    4 Scopus citations

  • A Portable, Fast, DCT-based Compressor for AI Accelerators

    Shah, M., Yu, X., Di, S., Becchi, M. & Cappello, F., 3 Jun 2024, HPDC 2024 - Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing. p. 109-121 13 p. (HPDC 2024 - Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing).

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

  • Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor

    Xie, Z., Emani, M., Yu, X., Tao, D., He, X., Su, P., Zhou, K. & Vishwanath, V., 2024, Proceedings of the 2024 USENIX Annual Technical Conference, ATC 2024. p. 1203-1221 19 p. (Proceedings of the 2024 USENIX Annual Technical Conference, ATC 2024).

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

    1 Scopus citations

  • CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2

    Song, S., Huang, Y., Jiang, P., Yu, X., Zheng, W., Di, S., Cao, Q., Feng, Y., Xie, Z. & Cappello, F., 3 Jun 2024, HPDC 2024 - Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing. p. 309-321 13 p. (HPDC 2024 - Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing).

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

    2 Scopus citations
View all 38 Research outputs