发表论文

主要从事数据库系统智能优化、大数据分析技术、大数据行业应用、非结构数据管理、数据治理的研究工作。论文发表在《IEEE TKDE》（CCF A类期刊）、《计算机学报》、《软件学报》、《计算机研究与发展》, ICDE（CCF A类会议）, DASFAA(CCF B) 、APWEB, WAIM, NDBC 等国内外知名期刊和高水平会议上

期刊论文

论文序号	论文信息
#0035	荣垂田, 田浩辉，杜方: 基于多目标深度强化学习的数据库系统参数优化技术研究. 软件学报（CCF T1） 2025
#0034	Xin Dang, Congcong Hua, Chuitian Rong: Automated Anomaly Detection and Causal Analysis in Civil Aviation Using Enhanced XGBoost. Applied Sciences. 2025
#0033	欧阳舒歆, 王洺钧, 荣垂田, 孙华波: 基于改进LSTM的多维QAR数据异常检测. 广西师范大学学报(自然科学版). 2023,41(05)
#0032	Jingqi Zhao,Chuitian Rong, Chunbin Lin, Xin Dang: Multivariate Time Series Data Imputation Using Attention-Based Mechanism. Neurocomputing (2023)
#0031	Chuitian Rong, Jinyu Zhou: Distributed Structural Clustering on Large Graph. Concurrency and Computation: Practice and Experience (2023)
#0029	Jingqi Zhao, Chuitian Rong, Xin Dang, Huabo Sun: QAR Data Imputation using Improved GAN with Self-Attention Mechanism. Big Data Mining and Analytics (2023)
#0028	Chuitian Rong, Xueyan Li, Xuemei Sun, Huabo Sun: Chinese Medicine Prescription Recommendation Using Generative Adversarial Network. IEEE Access 10: 12219-12228 (2022)
#0027	Chuitian Rong,Shuxin Ouyang, Huabo Sun: Anomaly Detection in QAR Data using VAE-LSTM with Multi-Head Self-Attention Mechanism. Mobile Information Systems: Volume 2020
#0026	Chao Yuan, Chuitian Rong, Qingshuang Yao:: Boundary-connection deletion strategy based method for community detection in complex networks. Appl. Intell. 50(11):3570-3589(2020)
#0022	丁玥，王涓，卢卫，荣垂田，杜小勇. 面向多源关系数据的融合, 中国科学, 2020(5): 649-661
#0020	Chuitian Rong，Lili Chen，Yasin N. Silva. Parallel Time Series Join Using Spark, Concurrency and Computation: Practice and Experience. 2020
#0017	Chuitian Rong, Xiaohai Cheng, Ziliang Chen, Na Huo. Similarity Joins for High-Dimensional Data using Spark, Concurrency and Computation: Practice and Experience, 31(20), 2019
#0016	Chuitian Rong, Zhaopei Liu, Na Huo, and Huabo Sun. Exploring Chinese Dietary Habits Using Recipes Extracted from Websites, IEEE Access, 2019
#0015	荣垂田，李银银，王琰. 中文关键短语自动提取方法研究, 计算机科学与探索，2019,13(09):1481-1492
#0013	荣垂田, 李银银, 冯林静, 汪剑鸣. 基于多核的细粒度并行的集合相似连接, 计算机学报，2017,40(10):2320-2337
#0012	Chuitian Rong, Yasin N. Silva, Chunqing Li. String Similarity Join With Different Similarity Thresholds Based On Novel Indexing Techniques, Frontiers of Computer Science, 2017,11(2):307-319
#0011	王童童，荣垂田，卢卫，杜小勇. 分布式图处理系统技术综述, 软件学报，2018, 29(03):569-586
#0010	张香玲, 陈跃国, 毛文祥, 荣垂田, 杜小勇. 基于随机游走的实体类型补全方法, 计算机学报, 2017, 40(10):2352-2366
#0006	Chuitian Rong, Wei Lu, Xiaoli Wang, Xiaoyong Du, Yueguo Chen, Anthony K.H. Tung. Efficient and Scalable Processing of String Similarity Join. IEEE TKDE. 2013,25(10):2217-2230 (CCF A)
#0005	Chuitian Rong, Wei Lu, Xiaoyong Du, Xiao Zhang. Efficient and exact duplicate detection on cloud. Concurrency and Computation: Practice and Experience. 2013,25(15):2187-2206
#0004	荣垂田，徐天任，杜小勇. 基于划分的集合相似连接. 计算机研究与发展, 2012, 49(10):2066-2076(EI)

会议论文

论文序号	论文信息
#0030	Jinyu Zhou, Chuitian Rong, Ding Liu, Zhengyi Chai. Distributed Exact Structural Clustering on Large Graph. ICPADS 2022
#0029	Xueyan Li, Chuitian Rong, Zhengyi Chai,Huabo Sun. Data Exploration and Mining on Traditional Chinese Medicine. CCF BigData 2021
#0025	Yan Bai, Chuitian Rong, Xiangling Zhang. Food Pairing Based on Generative Adversarial Networks. CCF BigData 2020
#0024	Zhaopei Liu, Chuitian Rong, Xiangling Zhang. Comparisons of Deep Neural Networks in Multi-Label Classification for Chinese Recipes. CCF BigData 2020
#0023	Chuitian Rong，Lili Chen, Chunbin Lin, Chao Yuan. Parallel Variable-Length Motif Discovery in Time Series using Subsequences Correlation. APWEB-WAIM 2020
#0021	Chuitian Rong，Ziliang Chen，Chunbin Lin. Motif Discovery using Similarity-Constraints Deep Neural Networks. DASFAA 2020 (CCF B)
#0019	Yasin N. Silva, Manuel Sandoval, Diana Prado, Xavier Wallace and Chuitian Rong. Similarity Grouping in Big Data Systems. SISAP 2019, pp. 212-220
#0018	Lili Chen, Chuitian Rong. Time Series Join on Most Correlated Subsequences using MapReduce. HPCC 2019, pp. 1366-1373
#0014	Chuitian Rong, Chunbin Lin, Yasin N. Silva, Jianguo Wang, Wei Lu, Xiaoyong Du. Fast and Scalable Distributed Set Similarity Joins for Big Data Analytics, ICDE 2017：1059-1070（CCF A）
#0009	Chunbin Lin,Jianguo Wang, Chuitian Rong. Towards Heterogeneous Keyword Search, ACM TUR-C 2017(46):1-6
#0008	Yasin N. Silva, Jason Reed, Kyle Brown, Adelbert Wadsworth, Chuitian Rong. An Experimental Survey of MapReduce-based Similarity Joins, SISAP 2016:181-195
#0007	Chuitian Rong, Xiangling Zhang. String Similarity Join with Different Thresholds. KSEM 2015:260-271
#0003	Chuitian Rong, Lu, W., Du, X., Zhang, X.: Efficient Duplicate Detection on Cloud Using a New Signature Scheme. WAIM 2011: 251-263 (EI)
#0002	Chuitian Rong, Lu, W., Zhang, X., Liu, Z., Du, X.: SeCCX: Semantics-Based Fine Granular Concurrency Control for XML Data. ;In WAIM WorkShop 2010:146- 155 (EI)
#0001	Lu, W., Chuitian Rong, Chen, J., Du, X., Fung, G.P.C., Zhou, X.: Efficient Common Items Extraction from Multiple Sorted Lists. APWeb 2010:219-225 (EI)