Junmin Xiao

29 papers A 4B 8Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
T-Control: An Efficient Dynamic Tensor Rematerialization System for DNN Training.
ASPLOS (2)
Zehua Wang, Junmin Xiao, Xiaochuan Deng, Huibing Wang, Hui Ma, Mingyi Li, Yunfei Pang, Guangming Tan
2025 — conf
GeneralSparse: Bridging the Gap in SpMM for Pruned Large Language Model Inference on GPUs.
USENIX ATC
Yaoyu Wang, Xiao Guo, Junmin Xiao, De Chen, Guangming Tan
2025 J jnl
Get the root of research misconduct: a systematic review of its cultural factors.
Inf. Res.
Wei Feng, Lihong Zhou, Junmin Xiao
2025 J jnl
Hiperti: high performance system for cross-platform code generation of transformer model inference based on MLIR.
CCF Trans. High Perform. Comput.
Jiashu Yao, Junmin Xiao, Baokang Xie, Shilong Xu, Xi Chen, Yunfei Pang, Mingyi Li, Hui Ma, Yun Song, Guangming Tan
2025 J jnl
Redundant Array Computation Elimination.
CoRR
Zixuan Wang, Liang Yuan, Xianmeng Jiang, Kun Li, Junmin Xiao, Yunquan Zhang
2025 J jnl
Stencil-Lifting: Hierarchical Recursive Lifting System for Extracting Summary of Stencil Kernel in Legacy Codes.
CoRR
Mingyi Li, Junmin Xiao, Siyan Chen, Hui Ma, Xi Chen, Peihua Bao, Liang Yuan, Guangming Tan
2025 J jnl
Stencil-Lifting: Hierarchical Recursive Lifting System for Extracting Summary of Stencil Kernel in Legacy Codes.
Proc. ACM Program. Lang.
Mingyi Li, Junmin Xiao, Siyan Chen, Hui Ma, Xi Chen, Peihua Bao, Liang Yuan, Guangming Tan
2024 A conf
A Coordinated Strategy for GNN Combining Computational Graph and Operator Optimizations.
ICS
Mingyi Li, Junmin Xiao, Kewei Zhang, Zhiheng Lin, Chaoyang Shui, Ke Meng, Zehua Wang, Yunfei Pang, Guangming Tan
2024 B conf
Exploiting Fine-Grained Redundancy in Set-Centric Graph Pattern Mining.
PPoPP
Zhiheng Lin, Ke Meng, Chaoyang Shui, Kewei Zhang, Junmin Xiao, Guangming Tan
2023 J jnl
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format.
IEEE Trans. Parallel Distributed Syst.
Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang, Baodong Wu, Kun Li, Shigang Li, Minghua Zhang, Pengqi Lu, Junmin Xiao
2023 J jnl
Accelerating k-Shape Time Series Clustering Algorithm Using GPU.
IEEE Trans. Parallel Distributed Syst.
Xun Wang, Ruibao Song, Junmin Xiao, Tong Li, Xueqi Li
2023 A conf
Adaptive Workload-Balanced Scheduling Strategy for Global Ocean Data Assimilation on Massive GPUs.
SC
Junmin Xiao, Chaoyang Shui, Di Cai, Kangyu Wang, Yunfei Pang, Mingyi Li, Hui Ma, Guangming Tan
2023 B conf
GraphPar: Efficient Workload-Aware Subgraph Matching System on Multiple GPUs.
ICPADS
Kewei Zhang, Junmin Xiao, Zhiheng Lin, Ke Meng, Chaoyang Shui, Mingyi Li, Guangming Tan
2023 J jnl
SI on parallel system and algorithm optimization.
CCF Trans. High Perform. Comput.
Liang Yuan, Junmin Xiao
2022 B conf
A W-cycle algorithm for efficient batched SVD on GPUs.
PPoPP
Junmin Xiao, Qing Xue, Hui Ma, Xiaoyang Zhang, Guangming Tan
2022 J jnl
Fast and accurate variable batch size convolution neural network training on large scale distributed systems.
Concurr. Comput. Pract. Exp.
Zhongzhe Hu, Junmin Xiao, Ninghui Sun, Guangming Tan
2022 A conf
MegTaiChi: dynamic tensor-based memory management optimization for DNN training.
ICS
Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan
2022 A conf
W-Cycle SVD: A Multilevel Algorithm for Batched SVD on GPUs.
SC
Junmin Xiao, Yunfei Pang, Qing Xue, Chaoyang Shui, Ke Meng, Hui Ma, Mingyi Li, Xiaoyang Zhang, Guangming Tan
2021 B conf
I/O lower bounds for auto-tuning of convolutions in CNNs.
PPoPP
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
2020 B conf
Communication Lower Bounds of Convolutions in CNNs.
SPAA
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
2020 J jnl
Fast Data-Obtaining Algorithm for Data Assimilation with Large Data Set.
Int. J. Parallel Program.
Junmin Xiao, Guizhao Zhang, Yanan Gao, Xuehai Hong, Guangming Tan
2020 J jnl
I/O Lower Bounds for Auto-tuning of Convolutions in CNNs.
CoRR
Xiaoyang Zhang, Junmin Xiao, Guangming Tan
2019 — conf
A Variable Batch Size Strategy for Large Scale Distributed DNN Training.
ISPA/BDCloud/SocialCom/SustainCom
Zhongzhe Hu, Junmin Xiao, Zhongbo Tian, Xiaoyang Zhang, Hongrui Zhu, Chengji Yao, Ninghui Sun, Guangming Tan
2019 B conf
S-EnKF: co-designing for scalable ensemble Kalman filter.
PPoPP
Junmin Xiao, Shijie Wang, Weiqiang Wan, Xuehai Hong, Guangming Tan
2019 — conf
Tensor Layout Optimization of Convolution for Inference on Digital Signal Processor.
ISPA/BDCloud/SocialCom/SustainCom
Xiaoyang Zhang, Junmin Xiao, Xiaobin Zhang, Zhongzhe Hu, Hongrui Zhu, Zhongbo Tian, Guangming Tan
2019 J jnl
Trade-offs between computation, communication, and synchronization in stencil-collective alternate update.
CCF Trans. High Perform. Comput.
Junmin Xiao, Jian Peng
2018 B conf
AGCM3D: A Highly Scalable Finite-Difference Dynamical Core of Atmospheric General Circulation Model Based on 3D Decomposition.
ICPADS
Baodong Wu, Shigang Li, Hang Cao, Yunquan Zhang, He Zhang, Junmin Xiao, Minghua Zhang
2018 B conf
Communication-Avoiding for Dynamical Core of Atmospheric General Circulation Model.
ICPP
Junmin Xiao, Shigang Li, Baodong Wu, He Zhang, Kun Li, Erlin Yao, Yunquan Zhang, Guangming Tan
2013 J jnl
Multilevel correction for collocation solutions of Volterra integral equations with proportional delays.
Adv. Comput. Math.
Junmin Xiao, Qiya Hu