Junqiang Song

91 papers A* 1A 3B 8C 7Misc 1Journal 49Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Conditional Diffusion-Based Framework for Advanced Reconstruction of Cloud Vertical Structure.
IEEE Geosci. Remote. Sens. Lett.
Yanan Guo, Junqiang Song, Chuanfeng Zhao, Xiaoqun Cao, Hongze Leng, Yikun Yang
2026 J jnl
A Physics-Guided Hierarchical Transformer Framework for Sea Surface Temperature Forecasting and Marine Heatwave Detection.
IEEE Geosci. Remote. Sens. Lett.
Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng
2026 J jnl
PGMNO: A physics-Guided mamba neural operator framework for partial differential equations.
Neural Networks
Yanan Guo, Junqiang Song, Xiaoqun Cao, Chuanfeng Zhao, Fukang Yin, Hongze Leng
2026 J jnl
Review on deep learning quantitative precipitation nowcasting: Advances and challenges.
Expert Syst. Appl.
Dawei Li, Jingnan Wang, Kefeng Deng, Di Zhang, Chengwu Zhao, Hongze Leng, Yingfang Wen, Yudi Liu, Kaijun Ren, Junqiang Song
2025 J jnl
A Fast Transient Interference Suppression Method for OTHR Based on $\ell _{p}$ Norm and Overlapping Block Sparse.
IEEE Trans. Aerosp. Electron. Syst.
Zirui Chen, Yifei Ji, Yongsheng Zhang, Zhen Dong, Weijian Liu, Junqiang Song
2025 J jnl
Clutter Suppression for OTHR Based on Joint Low Rank and Group Sparse Representation.
IEEE Trans. Aerosp. Electron. Syst.
Zirui Chen, Yifei Ji, Yongsheng Zhang, Zhen Dong, Weijian Liu, Alei Chen, Junqiang Song
2025 J jnl
DRL-EnVar: an adaptive hybrid ensemble-variational data assimilation method based on deep reinforcement learning.
Frontiers Inf. Technol. Electron. Eng.
Lilan Huang, Hongze Leng, Junqiang Song, Dongzi Wang, Wuxin Wang, Ruisheng Hu, Hang Cao
2025 A* conf
Data-Driven Super-Resolution Reconstruction of Quasi-Geostrophic Turbulence Via Enhanced Diffusion Model and Fourier Neural Operator.
ICDM
Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng
2025 J jnl
Precipitation Nowcasting Diffusion Model Based on Fluid Dynamics and Multisource Data.
IEEE Trans. Geosci. Remote. Sens.
Dawei Li, Kefeng Deng, Di Zhang, Hongze Leng, Yudi Liu, Kaijun Ren, Junqiang Song
2025 J jnl
Skywave OTHR Full-Link Modeling and Simulation - Part I: Trans-Ionospheric Sea Clutter.
IEEE Trans. Geosci. Remote. Sens.
Zirui Chen, Yifei Ji, Yongsheng Zhang, Zhen Dong, Feixiang Tang, Weijian Liu, Alei Chen, Chao Xiong, Ming Ou, Junqiang Song
2024 J jnl
Long-Term Prediction Accuracy Improvement of Data-Driven Medium-Range Global Weather Forecast.
CoRR
Yifan Hu, Fukang Yin, Weimin Zhang, Kaijun Ren, Junqiang Song, Kefeng Deng, Di Zhang
2023 J jnl
A Novel Cross-Attention Fusion-Based Joint Training Framework for Robust Underwater Acoustic Signal Recognition.
IEEE Trans. Geosci. Remote. Sens.
Aolong Zhou, Xiaoyong Li, Wen Zhang, Dawei Li, Kefeng Deng, Kaijun Ren, Junqiang Song
2023 J jnl
A Novel Noise-Aware Deep Learning Model for Underwater Acoustic Denoising.
IEEE Trans. Geosci. Remote. Sens.
Aolong Zhou, Wen Zhang, Xiaoyong Li, Guojun Xu, Bingbing Zhang, Yanxin Ma, Junqiang Song
2023 J jnl
DBSA-Net: Dual Branch Self-Attention Network for Underwater Acoustic Signal Denoising.
IEEE ACM Trans. Audio Speech Lang. Process.
Aolong Zhou, Wen Zhang, Guojun Xu, Xiaoyong Li, Kefeng Deng, Junqiang Song
2023 J jnl
LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting.
IEEE Trans. Geosci. Remote. Sens.
Dawei Li, Kefeng Deng, Di Zhang, Yudi Liu, Hongze Leng, Fukang Yin, Kaijun Ren, Junqiang Song
2022 J jnl
A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning.
Entropy
Renze Dong, Hongze Leng, Juan Zhao, Junqiang Song, Shutian Liang
2022 J jnl
A Hybrid Method Using HAVOK Analysis and Machine Learning for Predicting Chaotic Time Series.
Entropy
Jinhui Yang, Juan Zhao, Junqiang Song, Jianping Wu, Chengwu Zhao, Hongze Leng
2022 B conf
A System For Hybrid 4DVar-EnKF Data Assimilation Based On Deep Learning.
SMC
Renze Dong, Hongze Leng, Junqiang Song, Chengwu Zhao, Jincai Li, Yunjie Lan
2022 J jnl
Comparison of Machine Learning Approaches for Reconstructing Sea Subsurface Salinity Using Synthetic Data.
Remote. Sens.
Tian Tian, Hongze Leng, Gongjie Wang, Guancheng Li, Junqiang Song, Jiang Zhu, Yuzhu An
2022 J jnl
End-to-End Monaural Speech Separation with a Deep Complex U-Shaped Network.
J. Circuits Syst. Comput.
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kefeng Deng, Kaijun Ren, Junqiang Song
2022 B conf
FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General Data.
IEEE Big Data
Xiaoli Ren, Kefeng Deng, Kaijun Ren, Junqiang Song, Xiaoyong Li, Qing Xu
2022 — conf
Noise-Aware Subband Attention Network for Underwater Acoustic Signal Denoising.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Aolong Zhou, Wen Zhang, Xiaoyong Li, Guojun Xu, Bingbing Zhang, Junqiang Song
2021 J jnl
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron.
Big Data Res.
Lilan Huang, Hongze Leng, Xiaoyong Li, Kaijun Ren, Junqiang Song, Dongzi Wang
2021 J jnl
Deep Learning-Based Weather Prediction: A Survey.
Big Data Res.
Xiaoli Ren, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zichen Xu, Kefeng Deng, Xiang Wang
2021 J jnl
Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter.
J. Circuits Syst. Comput.
Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang
2021 J jnl
Improving Ocean Data Services with Semantics and Quick Index.
J. Comput. Sci. Technol.
Xiaoli Ren, Kaijun Ren, Zichen Xu, Xiaoyong Li, Aolong Zhou, Junqiang Song, Kefeng Deng
2021 J jnl
Reconstructed Interpolating Differential Operator Method with Arbitrary Order of Accuracy for the Hyperbolic Equation.
Axioms
Shijian Lin, Qi Luo, Hongze Leng, Junqiang Song
2021 — conf
Self-attention UNet Model for Radar Based Precipitation Nowcasting.
DSC
Tengfei Nie, Kefeng Deng, Chengcheng Shao, Chengwu Zhao, Kaijun Ren, Junqiang Song
2021 J jnl
Solving Boolean polynomial systems by parallelizing characteristic set method for cyber-physical systems.
Softw. Pract. Exp.
Juan Zhao, Min Zhu, Xiaoyong Li, Zhenyu Huang, Jincai Li, Junqiang Song
2020 J jnl
A Data and Task Co-Scheduling Algorithm for Scientific Cloud Workflows.
IEEE Trans. Cloud Comput.
Kefeng Deng, Kaijun Ren, Min Zhu, Junqiang Song
2020 B conf
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron.
IJCNN
Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang
2020 J jnl
Bayesian geoacoustic inversion using mixture density network.
CoRR
Guoli Wu, Hefeng Dong, Junqiang Song, Jingya Zhang
2020 — conf
Bringing Semantics to Support Ocean FAIR Data Services with Ontologies.
SCC
Xiaoli Ren, Xiaoyong Li, Kefeng Deng, Kaijun Ren, Aolong Zhou, Junqiang Song
2020 J jnl
Incorporating Phase-Encoded Spectrum Masking into Speaker-Independent Monaural Source Separation.
Big Data Res.
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song
2020 J jnl
Shear-Wave Tomography Using Ocean Ambient Noise with Interference.
Remote. Sens.
Guoli Wu, Hefeng Dong, Ganpan Ke, Junqiang Song
2020 B conf
pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant Training.
IJCNN
Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song
2019 — conf
A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds.
HPCC/SmartCity/DSS
Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song
2019 — conf
An Optimizing Algorithm for Deadline Constrained Scheduling of Scientific Workflows in IaaS Clouds Using Spot Instances.
ISPA/BDCloud/SocialCom/SustainCom
Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song
2019 J jnl
High-Performance Time-Series Quantitative Retrieval From Satellite Images on a GPU Cluster.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jia Liu, Yong Xue, Kaijun Ren, Junqiang Song, Christopher Windmill, Patrick Merritt
2019 J jnl
PAGCM: A scalable parallel spectral-based atmospheric general circulation model.
Concurr. Comput. Pract. Exp.
Xiaoli Ren, Juan Zhao, Xiaoyong Li, Kaijun Ren, Junqiang Song, Difu Sun
2019 J jnl
Parallelizing uncertain skyline computation against n-of-N data streaming model.
Concurr. Comput. Pract. Exp.
Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song
2019 J jnl
Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems.
J. Syst. Archit.
Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zichen Xu, Jing Chen
2019 B conf
Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition.
ICTAI
Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song
2018 C conf
Comparison of Wind Speed from Quikscat, Ascat, Windsat, Era-Interim Reanalysis and Ship Measurements Over the China Sea.
IGARSS
Dongxiang Zhang, Chao Yang, Kaijun Ren, Jia Liu, Junqiang Song
2018 B conf
PBCS: An Efficient Parallel Characteristic Set Method for Solving Boolean Polynomial Systems.
ICPP
Juan Zhao, Junqiang Song, Min Zhu, Jincai Li, Zhenyu Huang, Xiaoyong Li, Xiaoli Ren
2018 — conf
Parallel n-of-N Skyline Queries over Uncertain Data Streams.
DEXA (2)
Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zongshuo Zhang
2017 C conf
Parallel global atmospheric correction for FY3/MERSI data over land on multi-core and many-core architectures.
IGARSS
Jia Liu, Jie Guang, Kaijun Ren, Heng Wang, Junqiang Song, Yong Xue, Cheng Fan, Shuchang Wang
2016 A conf
Chinese sentence based lexical similarity measure for artificial intelligence chatbot.
ECAI
Wen Zhang, Heng Wang, Kaijun Ren, Junqiang Song
2015 B conf
DAG Scheduling for Heterogeneous Systems Using Biogeography-Based Optimization.
ICPADS
Kefeng Deng, Kaijun Ren, Shaowei Liu, Junqiang Song
2015 J jnl
HLog
Concurr. Comput. Pract. Exp.
Fengshun Lu, Junqiang Song, Yufei Pang
2015 — conf
MPI Derived Datatypes and Data Communication Analysis in Meteorological Applications.
SmartCity
Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li
2015 — conf
Research on LogGP Based Parallel Computing Model for CPU/GPU Cluster.
ITITS (2)
Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li
2015 J jnl
Spectral methods using Legendre wavelets for nonlinear Klein\Sine-Gordon equations.
J. Comput. Appl. Math.
Fukang Yin, Tian Tian, Junqiang Song, Min Zhu
2014 J jnl
An efficient and accurate method to compute the Fiedler vector based on Householder deflation and inverse power iteration.
J. Comput. Appl. Math.
Jian-Ping Wu, Junqiang Song, Weimin Zhang
2013 J jnl
A General Iteration Formula of VIM for Fractional Heat- and Wave-Like Equations.
J. Appl. Math.
Fukang Yin, Junqiang Song, Xiaoqun Cao
2013 J jnl
A bargaining-driven global QoS adjustment approach for optimizing service composition execution path.
J. Supercomput.
Kaijun Ren, Junqiang Song, Min Zhu, Nong Xiao
2013 J jnl
A clustering based coscheduling strategy for efficient scientific workflow execution in cloud computing.
Concurr. Comput. Pract. Exp.
Kefeng Deng, Kaijun Ren, Junqiang Song, Dong Yuan, Yang Xiang, Jinjun Chen
2013 J jnl
Couple of the Variational Iteration Method and Legendre Wavelets for Nonlinear Partial Differential Equations.
J. Appl. Math.
Fukang Yin, Junqiang Song, Xiaoqun Cao, Fengshun Lu
2013 J jnl
Efficient utilization of launched threads on GPUs: The spherical harmonic transform as a case study.
Comput. Phys. Commun.
Fengshun Lu, Junqiang Song, Wangqun Lin, Yufei Pang, Kaijun Ren, Peichang Shi
2013 A conf
Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds.
SC
Kefeng Deng, Junqiang Song, Kaijun Ren, Alexandru Iosup
2013 J jnl
Fractional Variational Iteration Method versus Adomian's Decomposition Method in Some Fractional Partial Differential Equations.
J. Appl. Math.
Junqiang Song, Fukang Yin, Xiaoqun Cao, Fengshun Lu
2013 J jnl
Notes and correspondence on ensemble-based three-dimensional variational filters.
J. Zhejiang Univ. Sci. C
Hongze Leng, Junqiang Song, Fukang Yin, Xiaoqun Cao
2012 J jnl
A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type Differential Equations.
J. Appl. Math.
Fukang Yin, Junqiang Song, Fengshun Lu, Hongze Leng
2012 J jnl
A Parallelization Technique Based on Factor Combination and Graph Partitioning for General Incomplete LU Factorization.
SIAM J. Sci. Comput.
Jian-Ping Wu, Jun Zhao, Junqiang Song, Xiao-Mei Li
2012 J jnl
CPU/GPU computing for long-wave radiation physics on large GPU clusters.
Comput. Geosci.
Fengshun Lu, Junqiang Song, Xiaoqun Cao, Xiaoqian Zhu
2012 J jnl
Performance evaluation of hybrid programming patterns for large CPU/GPU heterogeneous clusters.
Comput. Phys. Commun.
Fengshun Lu, Junqiang Song, Fukang Yin, Xiaoqian Zhu
2012 — conf
Symbiotic Scheduling for Virtual Machines on SMT Processors.
CGC
Kefeng Deng, Kaijun Ren, Junqiang Song
2012 — conf
The Parallel Algorithm of the Non-differentiable Maximum Likelihood Ensemble Filter on Cloud Environments.
CGC
Wangyi Han, Junqiang Song, Xiaoqun Cao
2011 C conf
A Weighted K-Means Clustering Based Co-scheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments.
DASC
Kefeng Deng, Lingmei Kong, Junqiang Song, Kaijun Ren, Dong Yuan
2011 — conf
Graph-Cut Based Coscheduling Strategy Towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments.
GRID
Kefeng Deng, Junqiang Song, Kaijun Ren, Dong Yuan, Jinjun Chen
2011 J jnl
The TianHe-1A Supercomputer: Its Hardware and Software.
J. Comput. Sci. Technol.
Xuejun Yang, Xiangke Liao, Kai Lu, Qingfeng Hu, Junqiang Song, Jinshu Su
2010 C conf
MPIActor - A Multicore-Architecture Adaptive and Thread-Based MPI Program Accelerator.
HPCC
Zhiqiang Liu, Kaijun Ren, Junqiang Song
2010 B conf
MPIActor: A thread-based MPI program accelerator.
IWQoS
Zhiqiang Liu, Junqiang Song, Shaoliang Peng
2010 J jnl
TH-1: China's first petaflop supercomputer.
Frontiers Comput. Sci. China
Xuejun Yang, Xiangke Liao, Weixia Xu, Junqiang Song, Qingfeng Hu, Jinshu Su, Liquan Xiao, Kai Lu, Qiang Dou, Juping Jiang, Canqun Yang
2009 — conf
A Systemic Strategy for Tuning Intra-node Collective Communication on Multicore Systems.
FCST
Zhiqiang Liu, Junqiang Song, Kaijun Ren, Fen Xu, Xiaoling Qu
2009 J jnl
Building Quick Service Query list (QSQL) to support automated service discovery for scientific workflow.
Concurr. Comput. Pract. Exp.
Kaijun Ren, Jinjun Chen, Nong Xiao, Junqiang Song
2009 A conf
Gradual Removal of QoS Constraint Violations by Employing Recursive Bargaining Strategy for Optimizing Service Composition Execution Path.
ICWS
Kaijun Ren, Nong Xiao, Junqiang Song, Chi Yang, Min Zhu, Jinjun Chen
2009 C conf
Routing on Shortest Pair of Disjoint Paths with Bandwidth Guaranteed.
DASC
Hongze Leng, Meilian Liang, Junqiang Song, Zheng Xie, Jun Zhang
2008 — conf
A QSQL-Based Collaboration Framework to Support Automatic Service Composition and Workflow Execution.
GPC Workshops
Kaijun Ren, Jinjun Chen, Nong Xiao, Weimin Zhang, Junqiang Song
2008 — conf
A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments.
IEEE SCC (1)
Kaijun Ren, Xiao Liu, Jinjun Chen, Nong Xiao, Junqiang Song, Weimin Zhang
2008 — conf
A Reverse Order-Based QoS Constraint Correction Approach for Optimizing Execution Path for Service Composition.
OTM Workshops
Kaijun Ren, Nong Xiao, Jinjun Chen, Junqiang Song
2008 C conf
Building Quick Service Query List Using Wordnet for Automated Service Composition.
APSCC
Kaijun Ren, Jinjun Chen, Nong Xiao, Junqiang Song, Jinyang Li
2008 — conf
Parallel Preconditioned GMRES Solvers for 3-D Helmholtz Equations in Regional Non-hydrostatic Atmosphere Model.
CSSE (3)
Lilun Zhang, Xiping Gong, Junqiang Song, Jianglin Hu
2007 C conf
A Pre-reasoning Based Method for Service Discovery and Service Instance Selection in Service Grid Environments.
APSCC
Kaijun Ren, Junqiang Song, Jinjun Chen, Nong Xiao, Cancan Liu
2007 — conf
Grid-Based Semantic Web Service Discovery Model with QoS Constraints.
SKG
Kaijun Ren, Jinjun Chen, Tao Chen, Junqiang Song, Nong Xiao
2007 Misc conf
Parallel Computing of GRAPES 3D-Variational Data Assimilation System.
PPAM
Xiaoqian Zhu, Weimin Zhang, Junqiang Song
2006 — conf
A Model for Semantic Annotation and Publication of Meteorology Grid Services in SMGA.
GCC Workshops
Kaijun Ren, Nong Xiao, Junqiang Song, Tao Chen, Weimin Zhang
2006 — conf
A Semantic-based Meteorology Grid Service Registry, Discovery and Composition Framework.
SKG
Kaijun Ren, Nong Xiao, Junqiang Song, Weimin Zhang, Tao Chen
2006 — conf
Procedural Terrain Detail Based on Patch-LOD Algorithm.
Edutainment
Xuexian Pi, Junqiang Song, Liang Zeng, Sikun Li
2006 — conf
The Research of a Semantic Architecture in Meteorology Grid Computing.
APWeb Workshops
Kaijun Ren, Nong Xiao, Junqiang Song, Weimin Zhang, Wang Peng
2005 — conf
High-performance navigation and rendering of very-large scale landscape and seascape.
CAD/Graphics
Xuexian Pi, Xudong Yang, Sikun Li, Junqiang Song