Kaijun Ren

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 65

Top Topics

Uncertain Data Streams

Dimensionality Reduction

Skyline Computation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. 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)
Jingze Lu, Kaijun Ren, Taikang Yuan, Wuxin Wang
Phase-Space-Guided Deep Learning For Time Series Forecasting. ICASSP (2024)
Xinjie Shi, Qingguo Su, Wuxin Wang, Weicheng Ni, Boheng Duan, Kaijun Ren
TCNet: Triple Collocation-Based Network for Ocean Surface Wind Speed Retrieval on CYGNSS. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yongjun Jin, Jia Liu, Kaijun Ren, Xiang Wang, Kefeng Deng, Zhiqiang Fan, Chongjiu Deng, Yinlei Yue
Toward Robust Tropical Cyclone Wind Radii Estimation With Multimodality Fusion and Missing-Modality Distillation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhenxiong Zhou, Boheng Duan, Kaijun Ren, Taikang Yuan
GSWR-DARN: GNSS-R Sea Surface Wind Speed Retrieval Based on Data Augmentation and Residual Network. SMC (2023)
Xiang Wang, Junxing Zhu, Zichen Xu, Kaijun Ren, Xinwang Liu, Fengyun Wang
Local nonlinear dimensionality reduction via preserving the geometric structure of data. Pattern Recognit. 143 (2023)
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)
Weicheng Ni, Ad Stoffelen, Kaijun Ren
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. 16 (2023)
Zhenxiong Zhou, Boheng Duan, Kaijun Ren
Improving GNSS-R Sea Surface Wind Speed Retrieval from FY-3E Satellite Using Multi-task Learning and Physical Information. ICONIP (6) (2023)
Xiaoyong Li, Jingyun Gu, Guolong Tan, Wenjing Jiang, Ao Cui, Leiming Shu, Kaijun Ren, Haoyang Zhu, Jedi S. Shang, Zichen Xu
Distributed processing of spatiotemporal ocean data: a survey. World Wide Web (WWW) 26 (4) (2023)
Taikang Yuan, Junxing Zhu, Wuxin Wang, Jingze Lu, Xiang Wang, Xiaoyong Li, Kaijun Ren
A Space-Time Partial Differential Equation Based Physics-Guided Neural Network for Sea Surface Temperature Prediction. Remote. Sens. 15 (14) (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)
Qing Xu, Xiaoli Ren, Kaijun Ren, Jiarun Lin, Xiaoyong Li
N-MlpE: Optimizing Multilayer Perceptron Network-based Knowledge Graph Embedding Model with Neighborhood Information. ICPADS (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)
Weicheng Ni, Ad Stoffelen, Kaijun Ren, Xiaofeng Yang, Jur Vogelzang
SAR and ASCAT Tropical Cyclone Wind Speed Reconciliation. Remote. Sens. 14 (21) (2022)
Jiaming Tan, Junxing Zhu, Kaijun Ren, Xiaoyong Li, Renze Dong, Yunjie Lan
A Novel Hybrid Model Based on Dual Attention Networks for Significant Wave Height Forecast. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Qing Xu, Kaijun Ren, Xiaoli Ren, Shuibin Long, Xiaoyong Li
MlpE: Knowledge Graph Embedding with Multilayer Perceptron Networks. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (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)
Jia Liu, Yongjian Sun, Kaijun Ren, Yanlai Zhao, Kefeng Deng, Lizhe Wang
A Spatial Downscaling Approach for WindSat Satellite Sea Surface Wind Based on Generative Adversarial Networks and Dual Learning Scheme. Remote. Sens. 14 (3) (2022)
Hui Zhang, Kaijun Ren, Xiaoyong Li
SCASA: A Spark-Based Parallel Approach for Net Primary Productivity Calculation with CASA Model. J. Circuits Syst. Comput. 31 (14) (2022)
Weicheng Ni, Ad Stoffelen, Kaijun Ren, Xiaofeng Yang
Tropical Cyclone Intensity Estimation From Spaceborne Microwave Scatterometry and Parametric Wind Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Xinjie Shi, Boheng Duan, Kaijun Ren
F2F-NN: A Field-to-Field Wind Speed Retrieval Method of Microwave Radiometer Data Based on Deep Learning. Remote. Sens. 14 (15) (2022)
Jingze Lu, Kaijun Ren, Xiaoyong Li, Yanlai Zhao, Zichen Xu, Xiaoli Ren
From reanalysis to satellite observations: gap-filling with imbalanced learning. GeoInformatica 26 (2) (2022)
Weicheng Ni, Ad Stoffelen, Kaijun Ren
Tropical Cyclone Wind Direction Retrieval Using Histogram of Oriented Gradients on Dual-Polarized Synthetic Aperture Radar Images. IGARSS (2022)
Haodi Wang, Kaifeng Han, Senliang Bao, Wen Chen, Kaijun Ren
Comparative Analysis between Sea Surface Salinity Derived from SMOS Satellite Retrievals and in Situ Measurements. Remote. Sens. 14 (21) (2022)
Hui Zhang, Xiaoyong Li, Kaijun Ren, Xiaoli Ren, Li Penglun, Libo Wang
ConvLSTM-CRF: Sea Ice Concentration Prediction with ConvLSTM and Conditional Random Fields. SMC (2022)
Taikang Yuan, Junxing Zhu, Kaijun Ren, Wuxin Wang, Xiang Wang, Xiaoyong Li
Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature. ICDM (2022)
Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu, Kaijun Ren, Weiming Zhang, Xinwang Liu, Kui Yu
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks. CoRR (2021)
Aolong Zhou, Kaijun Ren, Xiaoyong Li, Wen Zhang, Xiaoli Ren, Kefeng Deng
Semantic-based discovery method for high-performance computing resources in cyber-physical systems. Microprocess. Microsystems 80 (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)
Sheng Wang, Xiaofeng Yang, Haiyan Li, Kaijun Ren, Xiaobin Yin, Die Hu, Yanlei Du
An Improved Asymmetric Hurricane Parametric Model Based on Cross-Polarization SAR Observations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xinjie Shi, Boheng Duan, Kaijun Ren
A More Accurate Field-to-Field Method towards the Wind Retrieval of HY-2B Scatterometer. Remote. Sens. 13 (12) (2021)
Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu, Kaijun Ren, Weiming Zhang, Xinwang Liu, Kui Yu
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks. DASFAA (2) (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)
Jia Liu, Renhua Liu, Kaijun Ren, Xiaoyong Li, Jianjian Xiang, ShaoHua Qiu
High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural Networks. HPCC/DSS/SmartCity (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)
Xiaofeng Yang, Sheng Wang, Kaijun Ren
Investigation Of Tropical Cyclone Wind Asymmetry From Cross-Polarization Sar Imagery. IGARSS (2020)
Meng Liu, Yun Luo, Chi Yang, Shaoning Pang, Deepak Puthal, Kaijun Ren, Xuyun Zhang
Privacy-preserving matrix product based static mutual exclusive roles constraints violation detection in interoperable role-based access control. Future Gener. Comput. Syst. 109 (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)
Xiaofeng Yang, Kunsheng Xiang, Kaijun Ren
Synergistic Use of Satellite Active and Passive Microwave Observations to Estimate Typhoon Intensity. IGARSS (2019)
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)
Zhendong Su, Kaijun Ren, Ruoyun Zhang, Suo-Yi Tan
Disrupting Terrorist Networks Based on Link Prediction: A Case Study of the 9-11 Hijackers Network. IEEE Access 7 (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)
Aolong Zhou, Kaijun Ren, Xiaoyong Li, Wen Zhang, Xiaoli Ren
Building Quick Resource Index List Using WordNet and High-Performance Computing Resource Ontology towards Efficient Resource Discovery. HPCC/SmartCity/DSS (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)
Xiaoyong Li, Jun Liu, Kaijun Ren, Xiaoling Li, Xiaoli Ren, Kefeng Deng
Parallel k-Dominant Skyline Queries over Uncertain Data Streams with Capability Index. HPCC/SmartCity/DSS (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)
Weicheng Ni, Kaijun Ren, Lizhen Lu
Evapotranspiration Estimation and Prediction for Oasis Transect in Middle Reach of Heihe River Basin Based on Metric and CA Markov Model. Agro-Geoinformatics (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)
Feng Huang, Yiming Zhang, Dongsheng Li, Jiaxin Li, Jie Wu, Kaijun Ren, Deke Guo, Xicheng Lu
meGautz: A High Capacity, Fault-Tolerant and Traffic Isolated Modular Datacenter Network. IEEE Trans. Serv. Comput. 11 (1) (2018)
Yang Chao, Dongxiang Zhang, Kaijun Ren, Jia Liu, Chaoxiong Ke
Low-to-Moderate Wind Speed Retrieval from Sentenel-L Dual-Polarized Sar Images. IGARSS (2018)
Xiaoyong Li, Kaijun Ren, Xiaoling Li, Jie Yu
Efficient skyline computation over distributed interval data. Concurr. Comput. Pract. Exp. 29 (10) (2017)
Meng Liu, Xuyun Zhang, Chi Yang, Shaoning Pang, Deepak Puthal, Kaijun Ren
Privacy-Preserving Detection of Statically Mutually Exclusive Roles Constraints Violation in Interoperable Role-Based Access Control. TrustCom/BigDataSE/ICESS (2017)
Jing Xu, Kaijun Ren, Xiaoyong Li
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 44 (3) (2017)
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)
Ruonan Zhang, Kun Wang, Kaijun Ren, Zhimeng Zhong, Xiaomei Zhang, Xiaoyan Pang
Measurement and Modeling of 3D Spatial Wireless Backhaul Channels in NLOS Scenarios. NaNA (2016)
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)
Guoli Wu, Kaijun Ren, Yongwen Wu, Wen Zhang
A Method for Solving Large Sparse Unsymmetric Linear Equations. FCST (2015)
Peng Gong, Kaijun Ren, Duk Kyung Kim
Power Allocation in Nonselfish Symbiotic Cognitive Relaying with Partial Channel State Information. Int. J. Distributed Sens. Networks 10 (2014)
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)
Kefeng Deng, Ruben Verboon, Kaijun Ren, Alexandru Iosup
A Periodic Portfolio Scheduler for Scientific Computing in the Data Center. JSSPP (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)
Kefeng Deng, Junqiang Song, Kaijun Ren, Alexandru Iosup
Exploring portfolio scheduling for long-term execution of scientific workloads in IaaS clouds. SC (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)
Zhimin Yang, Kaijun Ren, Chang Liu
Efficient Data Collection with Spatial Clustering in Time Constraint WSN Applications. ICPCA/SWS (2012)
Kefeng Deng, Kaijun Ren, Junqiang Song
Symbiotic Scheduling for Virtual Machines on SMT Processors. CGC (2012)
Hai Liu, Zibin Zheng, Weimin Zhang, Kaijun Ren
A Global Graph-based Approach for Transaction and QoS-aware Service Composition. KSII Trans. Internet Inf. Syst. 5 (7) (2011)
Chi Yang, Kaijun Ren, Zhimin Yang, Peng Gong, Chang Liu
A CSMA-based approach for detecting composite data aggregate events with collaborative sensors in WSN. CSCWD (2011)
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)
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)
Kaijun Ren, Nong Xiao, Jinjun Chen
Building Quick Service Query List Using WordNet and Multiple Heterogeneous Ontologies toward More Realistic Service Composition. IEEE Trans. Serv. Comput. 4 (3) (2011)
Hai Liu, Weimin Zhang, Kaijun Ren, Zhuxi Zhang
A Novel Selection Approach for Transactional Web Services Composition. GCC (2010)
Zhiqiang Liu, Kaijun Ren, Junqiang Song
MPIActor - A Multicore-Architecture Adaptive and Thread-Based MPI Program Accelerator. HPCC (2010)
Hai Liu, Weimin Zhang, Kaijun Ren, Zhuxi Zhang, Cancan Liu
A Risk-Driven Selection Approach for Transactional Web Service Composition. GCC (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
Optimizing execution path of scientific workflow by gradual removal of QoS constraint violations in Reverse Order. 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)
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)
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)
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)