Publications

Yongwen Qiu, Yongmei Lei, Guozheng Wang (2023). PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm. ICPP.

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Guozheng Wang, Yongmei Lei, Yongwen Qiu, Lingfei Lou, Yixin Li (2023). Communication-efficient ADMM-based distributed algorithms for sparse training. In Neurocomputing.

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Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng (2023). 2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce. In IJMLC.

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Zeyu Zhang, Yongmei Lei, Dongxia Wang, Guozheng Wang (2023). Distributed ADMM Based on Sparse Computation and Allreduce Communication. ISPA.

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Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng (2023). A Communication Efficient ADMM‑based Distributed Algorithm Using Two‑Dimensional Torus Grouping AllReduce. In DSE.

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Xin Huang, Guozheng Wang, Yongmei Lei (2021). Gr-admm: A communication efficient algorithm based on admm. ISPA.

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Qinnan Qiu, Yongmei Lei, Dongxia Wang, Guozheng Wang (2021). An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm. ISPA.

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Dongxia Wang, Yongmei Lei, Jinyang Xie, Guozheng Wang (2021). HSAC-ALADMM: an asynchronous lazy ADMM algorithm based on hierarchical sparse allreduce communication. TJSC.

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