Junqiang Song

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Data Assimilation

Top Venues

Concurr. Comput. Pract. Exp.

IEEE Trans. Geosci. Remote. Sens.

Publications

Yifan Hu, Fukang Yin, Weimin Zhang, Kaijun Ren, Junqiang Song, Kefeng Deng, Di Zhang
Long-Term Prediction Accuracy Improvement of Data-Driven Medium-Range Global Weather Forecast. CoRR (2024)
Aolong Zhou, Xiaoyong Li, Wen Zhang, Dawei Li, Kefeng Deng, Kaijun Ren, Junqiang Song
A Novel Cross-Attention Fusion-Based Joint Training Framework for Robust Underwater Acoustic Signal Recognition. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Aolong Zhou, Wen Zhang, Guojun Xu, Xiaoyong Li, Kefeng Deng, Junqiang Song
DBSA-Net: Dual Branch Self-Attention Network for Underwater Acoustic Signal Denoising. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Aolong Zhou, Wen Zhang, Xiaoyong Li, Guojun Xu, Bingbing Zhang, Yanxin Ma, Junqiang Song
A Novel Noise-Aware Deep Learning Model for Underwater Acoustic Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Dawei Li, Kefeng Deng, Di Zhang, Yudi Liu, Hongze Leng, Fukang Yin, Kaijun Ren, Junqiang Song
LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kefeng Deng, Kaijun Ren, Junqiang Song
End-to-End Monaural Speech Separation with a Deep Complex U-Shaped Network. J. Circuits Syst. Comput. 31 (2) (2022)
Renze Dong, Hongze Leng, Junqiang Song, Chengwu Zhao, Jincai Li, Yunjie Lan
A System For Hybrid 4DVar-EnKF Data Assimilation Based On Deep Learning. SMC (2022)
Renze Dong, Hongze Leng, Juan Zhao, Junqiang Song, Shutian Liang
A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning. Entropy 24 (2) (2022)
Jinhui Yang, Juan Zhao, Junqiang Song, Jianping Wu, Chengwu Zhao, Hongze Leng
A Hybrid Method Using HAVOK Analysis and Machine Learning for Predicting Chaotic Time Series. Entropy 24 (3) (2022)
Xiaoli Ren, Kefeng Deng, Kaijun Ren, Junqiang Song, Xiaoyong Li, Qing Xu
FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General Data. Big Data (2022)
Tian Tian, Hongze Leng, Gongjie Wang, Guancheng Li, Junqiang Song, Jiang Zhu, Yuzhu An
Comparison of Machine Learning Approaches for Reconstructing Sea Subsurface Salinity Using Synthetic Data. Remote. Sens. 14 (22) (2022)
Aolong Zhou, Wen Zhang, Xiaoyong Li, Guojun Xu, Bingbing Zhang, Junqiang Song
Noise-Aware Subband Attention Network for Underwater Acoustic Signal Denoising. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Shijian Lin, Qi Luo, Hongze Leng, Junqiang Song
Reconstructed Interpolating Differential Operator Method with Arbitrary Order of Accuracy for the Hyperbolic Equation. Axioms 10 (4) (2021)
Xiaoli Ren, Kaijun Ren, Zichen Xu, Xiaoyong Li, Aolong Zhou, Junqiang Song, Kefeng Deng
Improving Ocean Data Services with Semantics and Quick Index. J. Comput. Sci. Technol. 36 (5) (2021)
Xiaoli Ren, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zichen Xu, Kefeng Deng, Xiang Wang
Deep Learning-Based Weather Prediction: A Survey. Big Data Res. 23 (2021)
Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang
Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter. J. Circuits Syst. Comput. 30 (4) (2021)
Juan Zhao, Min Zhu, Xiaoyong Li, Zhenyu Huang, Jincai Li, Junqiang Song
Solving Boolean polynomial systems by parallelizing characteristic set method for cyber-physical systems. Softw. Pract. Exp. 51 (11) (2021)
Lilan Huang, Hongze Leng, Xiaoyong Li, Kaijun Ren, Junqiang Song, Dongzi Wang
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron. Big Data Res. 23 (2021)
Tengfei Nie, Kefeng Deng, Chengcheng Shao, Chengwu Zhao, Kaijun Ren, Junqiang Song
Self-attention UNet Model for Radar Based Precipitation Nowcasting. DSC (2021)
Xiaoli Ren, Xiaoyong Li, Kefeng Deng, Kaijun Ren, Aolong Zhou, Junqiang Song
Bringing Semantics to Support Ocean FAIR Data Services with Ontologies. SCC (2020)
Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron. IJCNN (2020)
Guoli Wu, Hefeng Dong, Ganpan Ke, Junqiang Song
Shear-Wave Tomography Using Ocean Ambient Noise with Interference. Remote. Sens. 12 (18) (2020)
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song
pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant Training. IJCNN (2020)
Kefeng Deng, Kaijun Ren, Min Zhu, Junqiang Song
A Data and Task Co-Scheduling Algorithm for Scientific Cloud Workflows. IEEE Trans. Cloud Comput. 8 (2) (2020)
Guoli Wu, Hefeng Dong, Junqiang Song, Jingya Zhang
Bayesian geoacoustic inversion using mixture density network. CoRR (2020)
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song
Incorporating Phase-Encoded Spectrum Masking into Speaker-Independent Monaural Source Separation. Big Data Res. 22 (2020)
Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zichen Xu, Jing Chen
Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems. J. Syst. Archit. 101 (2019)
Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song
A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds. HPCC/SmartCity/DSS (2019)
Jia Liu, Yong Xue, Kaijun Ren, Junqiang Song, Christopher Windmill, Patrick Merritt
High-Performance Time-Series Quantitative Retrieval From Satellite Images on a GPU Cluster. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (8) (2019)
Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song
An Optimizing Algorithm for Deadline Constrained Scheduling of Scientific Workflows in IaaS Clouds Using Spot Instances. ISPA/BDCloud/SocialCom/SustainCom (2019)
Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song
Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition. ICTAI (2019)
Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song
Parallelizing uncertain skyline computation against n-of-N data streaming model. Concurr. Comput. Pract. Exp. 31 (4) (2019)
Xiaoli Ren, Juan Zhao, Xiaoyong Li, Kaijun Ren, Junqiang Song, Difu Sun
PAGCM: A scalable parallel spectral-based atmospheric general circulation model. Concurr. Comput. Pract. Exp. 31 (20) (2019)
Juan Zhao, Junqiang Song, Min Zhu, Jincai Li, Zhenyu Huang, Xiaoyong Li, Xiaoli Ren
PBCS: An Efficient Parallel Characteristic Set Method for Solving Boolean Polynomial Systems. ICPP (2018)
Dongxiang Zhang, Chao Yang, Kaijun Ren, Jia Liu, Junqiang Song
Comparison of Wind Speed from Quikscat, Ascat, Windsat, Era-Interim Reanalysis and Ship Measurements Over the China Sea. IGARSS (2018)
Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zongshuo Zhang
Parallel n-of-N Skyline Queries over Uncertain Data Streams. DEXA (2) (2018)
Jia Liu, Jie Guang, Kaijun Ren, Heng Wang, Junqiang Song, Yong Xue, Cheng Fan, Shuchang Wang
Parallel global atmospheric correction for FY3/MERSI data over land on multi-core and many-core architectures. IGARSS (2017)
Wen Zhang, Heng Wang, Kaijun Ren, Junqiang Song
Chinese sentence based lexical similarity measure for artificial intelligence chatbot. ECAI (2016)
Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li
Research on LogGP Based Parallel Computing Model for CPU/GPU Cluster. ITITS (2) (2015)
Kefeng Deng, Kaijun Ren, Shaowei Liu, Junqiang Song
DAG Scheduling for Heterogeneous Systems Using Biogeography-Based Optimization. ICPADS (2015)
Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li
MPI Derived Datatypes and Data Communication Analysis in Meteorological Applications. SmartCity (2015)
Fukang Yin, Tian Tian, Junqiang Song, Min Zhu
Spectral methods using Legendre wavelets for nonlinear Klein\Sine-Gordon equations. J. Comput. Appl. Math. 275 (2015)
Fengshun Lu, Junqiang Song, Yufei Pang
GP: A parallel computation model for GPU clusters. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Kefeng Deng, Kaijun Ren, Junqiang Song, Dong Yuan, Yang Xiang, Jinjun Chen
A clustering based coscheduling strategy for efficient scientific workflow execution in cloud computing. Concurr. Comput. Pract. Exp. 25 (18) (2013)
Fengshun Lu, Junqiang Song, Wangqun Lin, Yufei Pang, Kaijun Ren, Peichang Shi
Efficient utilization of launched threads on GPUs: The spherical harmonic transform as a case study. Comput. Phys. Commun. 184 (11) (2013)
Hongze Leng, Junqiang Song, Fukang Yin, Xiaoqun Cao
Notes and correspondence on ensemble-based three-dimensional variational filters. J. Zhejiang Univ. Sci. C 14 (8) (2013)
Fukang Yin, Junqiang Song, Xiaoqun Cao, Fengshun Lu
Couple of the Variational Iteration Method and Legendre Wavelets for Nonlinear Partial Differential Equations. J. Appl. Math. 2013 (2013)
Kefeng Deng, Junqiang Song, Kaijun Ren, Alexandru Iosup
Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds. SC (2013)
Junqiang Song, Fukang Yin, Xiaoqun Cao, Fengshun Lu
Fractional Variational Iteration Method versus Adomian's Decomposition Method in Some Fractional Partial Differential Equations. J. Appl. Math. 2013 (2013)
Fukang Yin, Junqiang Song, Xiaoqun Cao
A General Iteration Formula of VIM for Fractional Heat- and Wave-Like Equations. J. Appl. Math. 2013 (2013)
Kaijun Ren, Junqiang Song, Min Zhu, Nong Xiao
A bargaining-driven global QoS adjustment approach for optimizing service composition execution path. J. Supercomput. 63 (1) (2013)
Fukang Yin, Junqiang Song, Fengshun Lu, Hongze Leng
A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type Differential Equations. J. Appl. Math. 2012 (2012)
Fengshun Lu, Junqiang Song, Fukang Yin, Xiaoqian Zhu
Performance evaluation of hybrid programming patterns for large CPU/GPU heterogeneous clusters. Comput. Phys. Commun. 183 (6) (2012)
Kefeng Deng, Kaijun Ren, Junqiang Song
Symbiotic Scheduling for Virtual Machines on SMT Processors. CGC (2012)
Fengshun Lu, Junqiang Song, Xiaoqun Cao, Xiaoqian Zhu
CPU/GPU computing for long-wave radiation physics on large GPU clusters. Comput. Geosci. 41 (2012)
Wangyi Han, Junqiang Song, Xiaoqun Cao
The Parallel Algorithm of the Non-differentiable Maximum Likelihood Ensemble Filter on Cloud Environments. CGC (2012)
Kefeng Deng, Lingmei Kong, Junqiang Song, Kaijun Ren, Dong Yuan
A Weighted K-Means Clustering Based Co-scheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. DASC (2011)
Xuejun Yang, Xiangke Liao, Kai Lu, Qingfeng Hu, Junqiang Song, Jinshu Su
The TianHe-1A Supercomputer: Its Hardware and Software. J. Comput. Sci. Technol. 26 (3) (2011)
Kefeng Deng, Junqiang Song, Kaijun Ren, Dong Yuan, Jinjun Chen
Graph-Cut Based Coscheduling Strategy Towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments. GRID (2011)
Zhiqiang Liu, Junqiang Song, Shaoliang Peng
MPIActor: A thread-based MPI program accelerator. IWQoS (2010)
Zhiqiang Liu, Kaijun Ren, Junqiang Song
MPIActor - A Multicore-Architecture Adaptive and Thread-Based MPI Program Accelerator. HPCC (2010)
Xuejun Yang, Xiangke Liao, Weixia Xu, Junqiang Song, Qingfeng Hu, Jinshu Su, Liquan Xiao, Kai Lu, Qiang Dou, Juping Jiang, Canqun Yang
TH-1: China's first petaflop supercomputer. Frontiers Comput. Sci. China 4 (4) (2010)
Hongze Leng, Meilian Liang, Junqiang Song, Zheng Xie, Jun Zhang
Routing on Shortest Pair of Disjoint Paths with Bandwidth Guaranteed. DASC (2009)
Kaijun Ren, Nong Xiao, Junqiang Song, Chi Yang, Min Zhu, Jinjun Chen
Gradual Removal of QoS Constraint Violations by Employing Recursive Bargaining Strategy for Optimizing Service Composition Execution Path. ICWS (2009)
Zhiqiang Liu, Junqiang Song, Kaijun Ren, Fen Xu, Xiaoling Qu
A Systemic Strategy for Tuning Intra-node Collective Communication on Multicore Systems. FCST (2009)
Kaijun Ren, Jinjun Chen, Nong Xiao, Junqiang Song
Building Quick Service Query list (QSQL) to support automated service discovery for scientific workflow. Concurr. Comput. Pract. Exp. 21 (16) (2009)
Kaijun Ren, Jinjun Chen, Nong Xiao, Weimin Zhang, Junqiang Song
A QSQL-Based Collaboration Framework to Support Automatic Service Composition and Workflow Execution. GPC Workshops (2008)
Kaijun Ren, Xiao Liu, Jinjun Chen, Nong Xiao, Junqiang Song, Weimin Zhang
A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments. IEEE SCC (1) (2008)
Lilun Zhang, Xiping Gong, Junqiang Song, Jianglin Hu
Parallel Preconditioned GMRES Solvers for 3-D Helmholtz Equations in Regional Non-hydrostatic Atmosphere Model. CSSE (3) (2008)
Kaijun Ren, Jinjun Chen, Nong Xiao, Junqiang Song, Jinyang Li
Building Quick Service Query List Using Wordnet for Automated Service Composition. APSCC (2008)
Kaijun Ren, Nong Xiao, Jinjun Chen, Junqiang Song
A Reverse Order-Based QoS Constraint Correction Approach for Optimizing Execution Path for Service Composition. OTM Workshops (2008)
Xiaoqian Zhu, Weimin Zhang, Junqiang Song
Parallel Computing of GRAPES 3D-Variational Data Assimilation System. PPAM (2007)
Kaijun Ren, Junqiang Song, Jinjun Chen, Nong Xiao, Cancan Liu
A Pre-reasoning Based Method for Service Discovery and Service Instance Selection in Service Grid Environments. APSCC (2007)
Kaijun Ren, Jinjun Chen, Tao Chen, Junqiang Song, Nong Xiao
Grid-Based Semantic Web Service Discovery Model with QoS Constraints. SKG (2007)
Xuexian Pi, Junqiang Song, Liang Zeng, Sikun Li
Procedural Terrain Detail Based on Patch-LOD Algorithm. Edutainment (2006)
Kaijun Ren, Nong Xiao, Junqiang Song, Weimin Zhang, Wang Peng
The Research of a Semantic Architecture in Meteorology Grid Computing. APWeb Workshops (2006)
Kaijun Ren, Nong Xiao, Junqiang Song, Weimin Zhang, Tao Chen
A Semantic-based Meteorology Grid Service Registry, Discovery and Composition Framework. SKG (2006)
Kaijun Ren, Nong Xiao, Junqiang Song, Tao Chen, Weimin Zhang
A Model for Semantic Annotation and Publication of Meteorology Grid Services in SMGA. GCC Workshops (2006)
Xuexian Pi, Xudong Yang, Sikun Li, Junqiang Song
High-performance navigation and rendering of very-large scale landscape and seascape. CAD/Graphics (2005)