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Kai Lu
Publications
- 2024
- [j104]Shengwei Li, Kai Lu, Zhiquan Lai, Weijie Liu, Keshi Ge, Dong Sheng Li:
A Multidimensional Communication Scheduling Method for Hybrid Parallel DNN Training. IEEE Trans. Parallel Distributed Syst. 35(8): 1415-1428 (2024) - 2023
- [j100]Keshi Ge, Kai Lu, Yongquan Fu, Xiaoge Deng, Zhiquan Lai, Dongsheng Li:
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models. IEEE J. Sel. Areas Commun. 41(4): 941-963 (2023) - [j96]Lizhi Zhang, Kai Lu, Zhiquan Lai, Yongquan Fu, Yu Tang, Dongsheng Li:
Accelerating GNN Training by Adapting Large Graphs to Distributed Heterogeneous Architectures. IEEE Trans. Computers 72(12): 3473-3488 (2023) - [i16]Shengwei Li, Zhiquan Lai, Yanqi Hao, Weijie Liu, Keshi Ge, Xiaoge Deng, Dongsheng Li, Kai Lu:
Automated Tensor Model Parallelism with Overlapped Communication for Efficient Foundation Model Training. CoRR abs/2305.16121 (2023) - 2022
- [j80]Yiming Zhang, Lujia Yin, Dongsheng Li, Yuxing Peng, Kai Lu:
ParaX : Bandwidth-Efficient Instance Assignment for DL on Multi-NUMA Many-Core CPUs. IEEE Trans. Computers 71(11): 3032-3046 (2022) - [c84]Menghan Jia, Yiming Zhang, Xinbiao Gan, Dongsheng Li, Erci Xu, Ruibo Wang, Kai Lu:
vGraph: Memory-Efficient Multicore Graph Processing for Traversal-Centric Algorithms. SC 2022: 63:1-63:14 - 2021
- [j67]Dongsheng Li, Zhiyao Hu, Zhiquan Lai, Yiming Zhang, Kai Lu:
Coordinative Scheduling of Computation and Communication in Data-Parallel Systems. IEEE Trans. Computers 70(12): 2182-2197 (2021) - 2003
- [c2]Dongsheng Li, Xinxin Fang, Yijie Wang, Xicheng Lu, Kai Lu, Nong Xiao:
A Scalable Peer-to-Peer Network with Constant Degree. APPT 2003: 414-424 - [c1]Dongsheng Li, Nong Xiao, Xicheng Lu, Yijie Wang, Kai Lu:
Dynamic Self-Adaptive Replica Location Method in Data Grids. CLUSTER 2003: 442-445
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