Junmin Xiao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Subgraph Matching

Data Assimilation

Top Venues

CCF Trans. High Perform. Comput.

Publications

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)
Zhiheng Lin, Ke Meng, Chaoyang Shui, Kewei Zhang, Junmin Xiao, Guangming Tan
Exploiting Fine-Grained Redundancy in Set-Centric Graph Pattern Mining. PPoPP (2024)
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) (2023)
Liang Yuan, Junmin Xiao
SI on parallel system and algorithm optimization. CCF Trans. High Perform. Comput. 5 (3) (2023)
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)
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) (2023)
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)
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)
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)
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)
Junmin Xiao, Qing Xue, Hui Ma, Xiaoyang Zhang, Guangming Tan
A W-cycle algorithm for efficient batched SVD on GPUs. PPoPP (2022)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
I/O lower bounds for auto-tuning of convolutions in CNNs. PPoPP (2021)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs. CoRR (2020)
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
Communication Lower Bounds of Convolutions in CNNs. SPAA (2020)
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) (2020)
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)
Junmin Xiao, Shijie Wang, Weiqiang Wan, Xuehai Hong, Guangming Tan
S-EnKF: co-designing for scalable ensemble Kalman filter. PPoPP (2019)
Junmin Xiao, Jian Peng
Trade-offs between computation, communication, and synchronization in stencil-collective alternate update. CCF Trans. High Perform. Comput. 1 (2) (2019)
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)
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)
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)
Junmin Xiao, Qiya Hu
Multilevel correction for collocation solutions of Volterra integral equations with proportional delays. Adv. Comput. Math. 39 (3-4) (2013)