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2020 – today
- 2024
[c14]Mingyi Li
, Junmin Xiao, Kewei Zhang, Zhiheng Lin, Chaoyang Shui, Ke Meng, Zehua Wang, Yunfei Pang, Guangming Tan:
A Coordinated Strategy for GNN Combining Computational Graph and Operator Optimizations. ICS 2024: 460-472- [c13]Zhiheng Lin, Ke Meng, Chaoyang Shui, Kewei Zhang, Junmin Xiao, Guangming Tan:
Exploiting Fine-Grained Redundancy in Set-Centric Graph Pattern Mining. PPoPP 2024: 175-187 - 2023
- [j7]Liang Yuan, Junmin Xiao:
SI on parallel system and algorithm optimization. CCF Trans. High Perform. Comput. 5(3): 229-230 (2023) - [j6]Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang, Baodong Wu, Kun Li, Shigang Li, Minghua Zhang, Pengqi Lu, Junmin Xiao:
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format. IEEE Trans. Parallel Distributed Syst. 34(3): 766-780 (2023) - [j5]Xun Wang, Ruibao Song, Junmin Xiao, Tong Li, Xueqi Li:
Accelerating k-Shape Time Series Clustering Algorithm Using GPU. IEEE Trans. Parallel Distributed Syst. 34(10): 2718-2734 (2023) - [c12]Kewei Zhang, Junmin Xiao, Zhiheng Lin, Ke Meng, Chaoyang Shui, Mingyi Li, Guangming Tan:
GraphPar: Efficient Workload-Aware Subgraph Matching System on Multiple GPUs. ICPADS 2023: 775-782 - [c11]Junmin Xiao, Chaoyang Shui, Di Cai, Kangyu Wang, Yunfei Pang, Mingyi Li, Hui Ma, Guangming Tan:
Adaptive Workload-Balanced Scheduling Strategy for Global Ocean Data Assimilation on Massive GPUs. SC 2023: 78:1-78:15 - 2022
- [j4]Zhongzhe Hu, Junmin Xiao, Ninghui Sun, Guangming Tan:
Fast and accurate variable batch size convolution neural network training on large scale distributed systems. Concurr. Comput. Pract. Exp. 34(21) (2022) - [c10]Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan:
MegTaiChi: dynamic tensor-based memory management optimization for DNN training. ICS 2022: 25:1-25:13 - [c9]Junmin Xiao, Qing Xue, Hui Ma, Xiaoyang Zhang, Guangming Tan:
A W-cycle algorithm for efficient batched SVD on GPUs. PPoPP 2022: 465-466 - [c8]Junmin Xiao, Yunfei Pang, Qing Xue, Chaoyang Shui, Ke Meng, Hui Ma, Mingyi Li, Xiaoyang Zhang, Guangming Tan:
W-Cycle SVD: A Multilevel Algorithm for Batched SVD on GPUs. SC 2022: 82:1-82:16 - 2021
- [c7]Xiaoyang Zhang, Junmin Xiao, Guangming Tan:
I/O lower bounds for auto-tuning of convolutions in CNNs. PPoPP 2021: 247-261 - 2020
- [j3]Junmin Xiao, Guizhao Zhang, Yanan Gao, Xuehai Hong, Guangming Tan:
Fast Data-Obtaining Algorithm for Data Assimilation with Large Data Set. Int. J. Parallel Program. 48(4): 750-770 (2020) - [c6]Xiaoyang Zhang, Junmin Xiao, Guangming Tan:
Communication Lower Bounds of Convolutions in CNNs. SPAA 2020: 591-593 - [i1]Xiaoyang Zhang, Junmin Xiao, Guangming Tan:
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs. CoRR abs/2012.15667 (2020)
2010 – 2019
- 2019
- [j2]Junmin Xiao, Jian Peng:
Trade-offs between computation, communication, and synchronization in stencil-collective alternate update. CCF Trans. High Perform. Comput. 1(2): 144-160 (2019) - [c5]Xiaoyang Zhang, Junmin Xiao, Xiaobin Zhang, Zhongzhe Hu, Hongrui Zhu, Zhongbo Tian, Guangming Tan:
Tensor Layout Optimization of Convolution for Inference on Digital Signal Processor. ISPA/BDCloud/SocialCom/SustainCom 2019: 184-193 - [c4]Zhongzhe Hu, Junmin Xiao, Zhongbo Tian, Xiaoyang Zhang, Hongrui Zhu, Chengji Yao, Ninghui Sun, Guangming Tan:
A Variable Batch Size Strategy for Large Scale Distributed DNN Training. ISPA/BDCloud/SocialCom/SustainCom 2019: 476-485 - [c3]Junmin Xiao, Shijie Wang, Weiqiang Wan, Xuehai Hong, Guangming Tan:
S-EnKF: co-designing for scalable ensemble Kalman filter. PPoPP 2019: 15-26 - 2018
- [c2]Baodong Wu, Shigang Li, Hang Cao, Yunquan Zhang, He Zhang, Junmin Xiao, Minghua Zhang:
AGCM3D: A Highly Scalable Finite-Difference Dynamical Core of Atmospheric General Circulation Model Based on 3D Decomposition. ICPADS 2018: 355-364 - [c1]Junmin Xiao, Shigang Li, Baodong Wu, He Zhang, Kun Li, Erlin Yao, Yunquan Zhang, Guangming Tan:
Communication-Avoiding for Dynamical Core of Atmospheric General Circulation Model. ICPP 2018: 12:1-12:10 - 2013
- [j1]Junmin Xiao, Qiya Hu:
Multilevel correction for collocation solutions of Volterra integral equations with proportional delays. Adv. Comput. Math. 39(3-4): 611-644 (2013)
Coauthor Index
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