Kaijun Ren

Orcid: 0000-0002-5510-6211

According to our database1, Kaijun Ren authored at least 103 papers between 2006 and 2024.

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Bibliography

2024
Enhancing Significant Wave Height Retrieval with FY-3E GNSS-R Data: A Comparative Analysis of Deep Learning Models.
Remote. Sens., September, 2024

The Remote Effects of Typhoons on the Cold Filaments in the Southwestern South China Sea.
Remote. Sens., September, 2024

TCNet: Triple Collocation-Based Network for Ocean Surface Wind Speed Retrieval on CYGNSS.
IEEE Trans. Geosci. Remote. Sens., 2024

Toward Robust Tropical Cyclone Wind Radii Estimation With Multimodality Fusion and Missing-Modality Distillation.
IEEE Trans. Geosci. Remote. Sens., 2024

Retrieval of Hurricane Rain Rate From SAR Images Based on Artificial Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Novel Generative Adversarial Network Based on Gaussian-Perceptual for Downscaling Precipitation.
IEEE Geosci. Remote. Sens. Lett., 2024

DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation.
CoRR, 2024

Long-Term Prediction Accuracy Improvement of Data-Driven Medium-Range Global Weather Forecast.
CoRR, 2024

Monitoring of Tropical Cyclones at Enhanced Resolution.
Proceedings of the IGARSS 2024, 2024

Phase-Space-Guided Deep Learning For Time Series Forecasting.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Local nonlinear dimensionality reduction via preserving the geometric structure of data.
Pattern Recognit., November, 2023

Distributed processing of spatiotemporal ocean data: a survey.
World Wide Web (WWW), July, 2023

A Space-Time Partial Differential Equation Based Physics-Guided Neural Network for Sea Surface Temperature Prediction.
Remote. Sens., July, 2023

A Novel Cross-Attention Fusion-Based Joint Training Framework for Robust Underwater Acoustic Signal Recognition.
IEEE Trans. Geosci. Remote. Sens., 2023

LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting.
IEEE Trans. Geosci. Remote. Sens., 2023

Tropical Cyclone Wind Direction Retrieval From Dual-Polarized SAR Imagery Using Histogram of Oriented Gradients and Hann Window Function.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

GSWR-DARN: GNSS-R Sea Surface Wind Speed Retrieval Based on Data Augmentation and Residual Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

N-MlpE: Optimizing Multilayer Perceptron Network-based Knowledge Graph Embedding Model with Neighborhood Information.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Improving GNSS-R Sea Surface Wind Speed Retrieval from FY-3E Satellite Using Multi-task Learning and Physical Information.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Tropical Cyclone Intensity Estimation From Spaceborne Microwave Scatterometry and Parametric Wind Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Comparative Analysis between Sea Surface Salinity Derived from SMOS Satellite Retrievals and in Situ Measurements.
Remote. Sens., 2022

F2F-NN: A Field-to-Field Wind Speed Retrieval Method of Microwave Radiometer Data Based on Deep Learning.
Remote. Sens., 2022

SAR and ASCAT Tropical Cyclone Wind Speed Reconciliation.
Remote. Sens., 2022

A Spatial Downscaling Approach for WindSat Satellite Sea Surface Wind Based on Generative Adversarial Networks and Dual Learning Scheme.
Remote. Sens., 2022

SCASA: A Spark-Based Parallel Approach for Net Primary Productivity Calculation with CASA Model.
J. Circuits Syst. Comput., 2022

End-to-End Monaural Speech Separation with a Deep Complex U-Shaped Network.
J. Circuits Syst. Comput., 2022

From reanalysis to satellite observations: gap-filling with imbalanced learning.
GeoInformatica, 2022

MlpE: Knowledge Graph Embedding with Multilayer Perceptron Networks.
Proceedings of the IEEE Smartworld, 2022

A Novel Hybrid Model Based on Dual Attention Networks for Significant Wave Height Forecast.
Proceedings of the IEEE Smartworld, 2022

ConvLSTM-CRF: Sea Ice Concentration Prediction with ConvLSTM and Conditional Random Fields.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Tropical Cyclone Wind Direction Retrieval Using Histogram of Oriented Gradients on Dual-Polarized Synthetic Aperture Radar Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature.
Proceedings of the IEEE International Conference on Data Mining, 2022

FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General Data.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
An Improved Asymmetric Hurricane Parametric Model Based on Cross-Polarization SAR Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A More Accurate Field-to-Field Method towards the Wind Retrieval of HY-2B Scatterometer.
Remote. Sens., 2021

Semantic-based discovery method for high-performance computing resources in cyber-physical systems.
Microprocess. Microsystems, 2021

Improving Ocean Data Services with Semantics and Quick Index.
J. Comput. Sci. Technol., 2021

Deep Learning-Based Weather Prediction: A Survey.
Big Data Res., 2021

A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron.
Big Data Res., 2021

Self-attention UNet Model for Radar Based Precipitation Nowcasting.
Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks.
Proceedings of the Database Systems for Advanced Applications, 2021

2020
A Data and Task Co-Scheduling Algorithm for Scientific Cloud Workflows.
IEEE Trans. Cloud Comput., 2020

Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control.
Future Gener. Comput. Syst., 2020

Incorporating Phase-Encoded Spectrum Masking into Speaker-Independent Monaural Source Separation.
Big Data Res., 2020

pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant Training.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Investigation Of Tropical Cyclone Wind Asymmetry From Cross-Polarization Sar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural Networks.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Bringing Semantics to Support Ocean FAIR Data Services with Ontologies.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
High-Performance Time-Series Quantitative Retrieval From Satellite Images on a GPU Cluster.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems.
J. Syst. Archit., 2019

PAGCM: A scalable parallel spectral-based atmospheric general circulation model.
Concurr. Comput. Pract. Exp., 2019

Parallelizing uncertain skyline computation against n-of-N data streaming model.
Concurr. Comput. Pract. Exp., 2019

Disrupting Terrorist Networks Based on Link Prediction: A Case Study of the 9-11 Hijackers Network.
IEEE Access, 2019

An Optimizing Algorithm for Deadline Constrained Scheduling of Scientific Workflows in IaaS Clouds Using Spot Instances.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Synergistic Use of Satellite Active and Passive Microwave Observations to Estimate Typhoon Intensity.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Building Quick Resource Index List Using WordNet and High-Performance Computing Resource Ontology towards Efficient Resource Discovery.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Parallel k-Dominant Skyline Queries over Uncertain Data Streams with Capability Index.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
meGautz: A High Capacity, Fault-Tolerant and Traffic Isolated Modular Datacenter Network.
IEEE Trans. Serv. Comput., 2018

Comparison of Wind Speed from Quikscat, Ascat, Windsat, Era-Interim Reanalysis and Ship Measurements Over the China Sea.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Low-to-Moderate Wind Speed Retrieval from Sentenel-L Dual-Polarized Sar Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Parallel n-of-N Skyline Queries over Uncertain Data Streams.
Proceedings of the Database and Expert Systems Applications, 2018

Evapotranspiration Estimation and Prediction for Oasis Transect in Middle Reach of Heihe River Basin Based on Metric and CA Markov Model.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

2017
气象数据检索区域查询优化及并行算法设计 (Parallel Algorithm Design and Optimization of Range Query for Meteorological Data Retrieval).
计算机科学, 2017

Efficient skyline computation over distributed interval data.
Concurr. Comput. Pract. Exp., 2017

Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Parallel global atmospheric correction for FY3/MERSI data over land on multi-core and many-core architectures.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Measurement and Modeling of 3D Spatial Wireless Backhaul Channels in NLOS Scenarios.
Proceedings of the International Conference on Networking and Network Applications, 2016

Chinese sentence based lexical similarity measure for artificial intelligence chatbot.
Proceedings of the 8th International Conference on Electronics, 2016

2015
MPI Derived Datatypes and Data Communication Analysis in Meteorological Applications.
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Research on LogGP Based Parallel Computing Model for CPU/GPU Cluster.
Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

DAG Scheduling for Heterogeneous Systems Using Biogeography-Based Optimization.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

A Method for Solving Large Sparse Unsymmetric Linear Equations.
Proceedings of the Ninth International Conference on Frontier of Computer Science and Technology, 2015

2014
Power Allocation in Nonselfish Symbiotic Cognitive Relaying with Partial Channel State Information.
Int. J. Distributed Sens. Networks, 2014

2013
A bargaining-driven global QoS adjustment approach for optimizing service composition execution path.
J. Supercomput., 2013

Efficient utilization of launched threads on GPUs: The spherical harmonic transform as a case study.
Comput. Phys. Commun., 2013

A clustering based coscheduling strategy for efficient scientific workflow execution in cloud computing.
Concurr. Comput. Pract. Exp., 2013

Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds.
Proceedings of the International Conference for High Performance Computing, 2013

A Periodic Portfolio Scheduler for Scientific Computing in the Data Center.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2013

2012
Efficient Data Collection with Spatial Clustering in Time Constraint WSN Applications.
Proceedings of the Pervasive Computing and the Networked World, 2012

Symbiotic Scheduling for Virtual Machines on SMT Processors.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011
Building Quick Service Query List Using WordNet and Multiple Heterogeneous Ontologies toward More Realistic Service Composition.
IEEE Trans. Serv. Comput., 2011

A Global Graph-based Approach for Transaction and QoS-aware Service Composition.
KSII Trans. Internet Inf. Syst., 2011

Graph-Cut Based Coscheduling Strategy Towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments.
Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011

A Weighted K-Means Clustering Based Co-scheduling Strategy towards Efficient Execution of Scientific Workflows in Collaborative Cloud Environments.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

A CSMA-based approach for detecting composite data aggregate events with collaborative sensors in WSN.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

2010
MPIActor - A Multicore-Architecture Adaptive and Thread-Based MPI Program Accelerator.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

A Novel Selection Approach for Transactional Web Services Composition.
Proceedings of the GCC 2010, 2010

2009
Building Quick Service Query list (QSQL) to support automated service discovery for scientific workflow.
Concurr. Comput. Pract. Exp., 2009

Optimizing execution path of scientific workflow by gradual removal of QoS constraint violations in Reverse Order.
Concurr. Comput. Pract. Exp., 2009

Gradual Removal of QoS Constraint Violations by Employing Recursive Bargaining Strategy for Optimizing Service Composition Execution Path.
Proceedings of the IEEE International Conference on Web Services, 2009

A Risk-Driven Selection Approach for Transactional Web Service Composition.
Proceedings of the Eighth International Conference on Grid and Cooperative Computing, 2009

A Systemic Strategy for Tuning Intra-node Collective Communication on Multicore Systems.
Proceedings of the Fourth International Conference on Frontier of Computer Science and Technology, 2009

2008
A Reverse Order-Based QoS Constraint Correction Approach for Optimizing Execution Path for Service Composition.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

A QSQL-Based Collaboration Framework to Support Automatic Service Composition and Workflow Execution.
Proceedings of the Workshops at the Grid and Pervasive Computing Conference, 2008

Building Quick Service Query List Using Wordnet for Automated Service Composition.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

A QSQL-based Efficient Planning Algorithm for Fully-automated Service Composition in Dynamic Service Environments.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Grid-Based Semantic Web Service Discovery Model with QoS Constraints.
Proceedings of the Third International Conference on Semantics, 2007

A Pre-reasoning Based Method for Service Discovery and Service Instance Selection in Service Grid Environments.
Proceedings of The 2nd IEEE Asia-Pacific Services Computing Conference, 2007

2006
A Semantic-based Meteorology Grid Service Registry, Discovery and Composition Framework.
Proceedings of the 2006 International Conference on Semantics, 2006

A Model for Semantic Annotation and Publication of Meteorology Grid Services in SMGA.
Proceedings of the Grid and Cooperative Computing Workshops, 2006

The Research of a Semantic Architecture in Meteorology Grid Computing.
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006


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