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Kaijun Ren
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Publications
- 2023
- [j38]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): 3498 (2023) - [j35]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: 1-16 (2023) - [j34]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): 1481-1500 (2023) - 2022
- [j33]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): 397-428 (2022) - [j32]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): 2250028:1-2250028:23 (2022) - [j31]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): 2250244:1-2250244:26 (2022) - [c51]Xiaoli Ren, Kefeng Deng, Kaijun Ren, Junqiang Song, Xiaoyong Li, Qing Xu:
FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General Data. IEEE Big Data 2022: 1350-1355 - [c50]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: 656-665 - [c48]Hui Zhang, Xiaoyong Li, Kaijun Ren, Xiaoli Ren, Penglun Li, Libo Wang:
ConvLSTM-CRF: Sea Ice Concentration Prediction with ConvLSTM and Conditional Random Fields. SMC 2022: 26-33 - [c47]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: 856-863 - [c46]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: 872-879 - 2021
- [j25]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: 100178 (2021) - [j24]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: 100179 (2021) - [j23]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): 963-984 (2021) - [j22]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: 103328 (2021) - [c45]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: 376-391 - [i1]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 abs/2103.06383 (2021) - 2020
- [j19]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: 100158 (2020) - [c43]Xiaoli Ren, Xiaoyong Li, Kefeng Deng, Kaijun Ren, Aolong Zhou, Junqiang Song:
Bringing Semantics to Support Ocean FAIR Data Services with Ontologies. SCC 2020: 30-37 - [c42]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: 585-592 - [c40]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: 1-8 - 2019
- [j15]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) - [j14]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) - [j13]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) - [c39]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: 98-105 - [c38]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: 885-892 - [c37]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: 1556-1563 - [c36]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: 856-863 - [c34]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: 1421-1428 - 2018
- [c32]Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zongshuo Zhang:
Parallel n-of-N Skyline Queries over Uncertain Data Streams. DEXA (2) 2018: 176-184 - 2017
- [j10]Xiaoyong Li, Kaijun Ren, Xiaoling Li, Jie Yu:
Efficient skyline computation over distributed interval data. Concurr. Comput. Pract. Exp. 29(10) (2017) - [j9]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): 42-47 (2017) - 2015
- [c23]Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li:
Research on LogGP Based Parallel Computing Model for CPU/GPU Cluster. ITITS (2) 2015: 409-420 - [c22]Yongwen Wu, Junqiang Song, Kaijun Ren, Xiaoyong Li:
MPI Derived Datatypes and Data Communication Analysis in Meteorological Applications. SmartCity 2015: 536-541
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