发表论文
[1] Ruihao Cao, Zhirou Ma, Liangyi Kang, Shuai Wang, Jie Liu. CSTCN: A Novel Causal-Based Framework for Air Quality Medium- and Long-term Prediction. 2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI)[J]. 2023, [2] Zhiyang Zhou, Jie Liu, Wensheng Dou, Shuo Li, Liangyi Kang, Muzi Qu, Dan Ye. Fixing robust out-of-distribution detection for deep neural networks. IEEE International Symposium on Software Reliability Engineeringnull. 2023, [3] 李硕, 刘杰, 王帅, 田浩翔, 叶丹. 第三方库依赖冲突问题研究综述. 软件学报[J]. 2022, [4] Chen Xu, Xiaoping Du, Xiangtao Fan, Gregory Giuliani, Zhongyang Hu, Wei Wang, Jie Liu, Zhenzhen Yan, Junjie Zhu, Tianyang Jiang, Huadong Guo. Cloud-based storage and computing for remote sensing big data: a technical review. International Journal of Digital Earth[J]. 2022, [5] 付煜文, 马志柔, 刘杰, 白琳, 薄满辉, 叶丹. 面向问题意图识别的深度主动学习方法. 中文信息学报[J]. 2021, 35(4): 92-99,109, http://lib.cqvip.com/Qikan/Article/Detail?id=7104840709.[6] Lin Bai, Chenye Cai, Jie Liu, Dan Ye. Meta-graph Embedding in Heterogeneous Information Network for Top-N Recommendation. IJCNN 2021null. 2021, [7] Liu Jie, Yang, Guang, 曲慕子, Shuai Wang, Hua Zhong. FaasRS: Remote Sensing Image Processing System on Serverless Platform. IEEE Computer Society Signature Conference on Computers, Software and Applications(COMPSAC)[J]. 2021, [8] Zhiyang Zhou, Wensheng Dou, Jie Liu, Chenxin Zhang, Jun Wei, Dan Ye. DeepCon: Contribution Coverage Testing for Deep Learning Systems. 28th International Conference on Software Analysis, Evolution, and Reengineering (SANER)null. 2021, [9] Liangyi Kang, Jie Liu, Lingqiao Liu, zhinyang zhou, 叶丹. Semi-supercised emotion recognition in textual conversation via a context-augmented auxiliary training task. Information Processing and Management[J]. 2021, [10] Liu Jie. Identity-linked Group Channel Pruning for Deep Neural Networks. International Joint Conference on Neural Network(IJCNN). 2021, [11] Kang, Liangyi, Liu, Jie, Liu, Lingqiao, Zhou, Zhiyang, Ye, Dan. Semi-supervised emotion recognition in textual conversation via a context-augmented auxiliary training task. INFORMATION PROCESSING & MANAGEMENT[J]. 2021, 58(6): http://dx.doi.org/10.1016/j.ipm.2021.102717.[12] Liangyi Kang, Jie Liu, Lingqiao Liu, Dan Ye. Label Definitions Augmented Interaction Model for Legal Charge Prediction. 43rd EUROPEAN CONFERENCE ON INFORMATION RETRIEVAL(ECIR)null. 2021, [13] Liu Jie. EarthDataMiner: A Cloud-Based Big Earth Data Intelligence Analysis Platform. IOP Conference Series: Earth and Environmental Science 509 (1). 2020, [14] 钟华, 刘杰, 王伟. 科学大数据智能分析软件的现状与趋势. 中国科学院院刊[J]. 2018, 33(8): 812-817, http://lib.cqvip.com/Qikan/Article/Detail?id=676185368.[15] 王建飞, 亢良伊, 刘杰, 叶丹. 分布式随机方差消减梯度下降算法topkSVRG. 计算机科学与探索[J]. 2018, 12(7): 1047-1054, http://lib.cqvip.com/Qikan/Article/Detail?id=675880695.[16] Lijie Xu, Wensheng Dou, Feng Zhu, Chushu Gao, Jie Liu, Jun Wei. Characterizing and Diagnosing out of Memory Errors in MapReduce Applications. THE JOURNAL OF SYSTEMS AND SOFTWARE (JSS)[J]. 2018, 137: 399-414, [17] 亢良伊, 王建飞, 刘杰, 叶丹. 可扩展机器学习的并行与分布式优化算法综述. 软件学报[J]. 2018, 29(1): 109-130, http://lib.cqvip.com/Qikan/Article/Detail?id=674317702.[18] 崔光范, 许利杰, 刘杰, 叶丹, 钟华. 基于Spark SQL的分布式全文检索框架的设计与实现. 计算机科学[J]. 2018, 45(9): 104-112,145, http://lib.cqvip.com/Qikan/Article/Detail?id=7000843509.[19] Ni Jiazhi, Liu Jie, Zhang Chenxin, Ye Dan, Ma Zhirou, Assoc Comp Machinery. Fine-grained Patient Similarity Measuring using Deep Metric Learning. CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENTnull. 2017, 1189-1198, http://dx.doi.org/10.1145/3132847.3133022.[20] 陈茜, 吴怀林, 马志柔, 刘杰, 钟华. 一种大数据分析组件的自动化开发集成方法. 计算机应用与软件[J]. 2016, 33(7): 33-37, http://lib.cqvip.com/Qikan/Article/Detail?id=669391242.[21] 李世强, 倪嘉志, 刘杰, 叶丹. 基于多段间隔监督度量学习的病人相似度算法. 计算机系统应用[J]. 2016, 164-171, http://lib.cqvip.com/Qikan/Article/Detail?id=670591696.[22] Feng Zhu, Jie Liu, Sa Wang, Jiwei Xu, Lijie Xu, Jixin Ren, Dan Ye, Jun Wei, Tao Huang. Hug the Elephant: Migrating a Legacy Data Analytics Application to Hadoop Ecosystem. The 32nd IEEE International Conference on Software Maintenance and Evolution (ICSME, CCF B)null. 2016, 178-188, [23] 钟华, 孙耀, 刘杰, 叶丹. 分布式文件系统元数据服务的负载均衡框架. 软件学报[J]. 2016, 27(12): 3192-3207, http://lib.cqvip.com/Qikan/Article/Detail?id=670892460.[24] Wu Haijiang, Liu Jie, Wang Tao, Ye Dan, Wei Jun, Zhong Hua, ElBaz D, Bourgeois J. Plogs: Materializing Datalog Programs with MapReduce for Scalable Reasoning. 2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD)null. 2016, 9-16, http://dx.doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.26.[25] Liu Jie. Dependency-Aware Parallel Materialization of Datalog Programs with Spark for Scalable Reasoning. 17th International Conference on Web Information System Engineering (WISE’16). 2016, [26] 赵玲玲, 刘杰, 王伟. 基于Spark的流程化机器学习分析方法. 计算机系统应用[J]. 2016, 162-168, http://lib.cqvip.com/Qikan/Article/Detail?id=670903474.[27] Liu Jie. A Lightweight Evaluation Framework for Table Layouts in MapReduce Based Query Systems. The 17th Asia-Pacific Web Conference (APWeb, CCF C). 2015, [28] 柯叶青, 马志柔, 伍海江, 刘杰. 一种简历语义搜索系统的实现方法. 计算机科学[J]. 2015, 42(12): 56-59, http://lib.cqvip.com/Qikan/Article/Detail?id=667748621.[29] 赵薇, 刘杰, 叶丹. 基于组件的大数据分析服务平台. 计算机科学[J]. 2014, 41(9): 75-79, http://lib.cqvip.com/Qikan/Article/Detail?id=662591578.[30] Wu Haijiang, Liu Jie, Ye Dan, Wei Jun, Zhong Hua, Buchmann R, Kifor CV, Yu J. Scalable Horn-Like Rule Inference of Semantic Data Using MapReduce. KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2014null. 2014, 8793: 270-277, [31] 吕瀛, 刘杰, 马志柔, 叶丹. 一种云存储服务客户端增量同步算法. 计算机系统应用[J]. 2014, 23(10): 152-157, http://lib.cqvip.com/Qikan/Article/Detail?id=662825644.[32] Wei Zhao, Jie Liu, Dan Ye, Jun Wei. Mining user daily behavior patterns from access logs of massive software and websites. 5th Asia-Pacific Symposium on Internetware, Internetware 2013null. 2013, http://ir.iscas.ac.cn/handle/311060/16676.[33] Lijie Xu, Jie Liu, Jun Wei. FMEM: A Fine-grained Memory Estimator for MapReduce Jobs. The 10th International Conference on Autonomic Computing (ICAC, Core B)null. 2013, [34] 叶丹. A distributed rule execution mechanism based on MapReduce in sematic web reasoning. Proceedings of the 5th Asia-Pacific Symposium on Internetware. 2013, [35] Liu Jie. A Distributed Cache Framework for Metadata Service of Distributed File System. The 19th IEEE International Conference on Parallel and Distributed Systems (ICPADS). 2013, [36] Liu Jie, Ye Dan, Wei Jun, Huang Fei, Zhong Hua. Consistent query answering based on repairing inconsistent attributes with nulls. 18th International Conference on Database Systems for Advanced Applications, DASFAA 2013null. 2013, 407-423, http://ir.iscas.ac.cn/handle/311060/16669.[37] 张晓杰, 刘杰, 马志柔, 叶丹, 高洪涛. 基于操作日志的云存储服务多终端同步算法. 计算机工程与设计[J]. 2013, 34(11): 3894-3899, http://lib.cqvip.com/Qikan/Article/Detail?id=47756240.[38] Sun Yao, Liu Jie, Ye Dan, Zhong Hua. A distributed cache framework for metadata service of distributed file systems. 2013 19th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2013null. 2013, 51-58, http://ir.iscas.ac.cn/handle/311060/16686.[39] 李奇原, 刘杰, 叶丹, 许舒人. FlowS:一种MapReduce数据流公平调度方法. 计算机科学[J]. 2012, 39(9): 157-161, http://lib.cqvip.com/Qikan/Article/Detail?id=43155543.[40] Zhu Feng, Liu Jie, Xu Lijie. A fast and high throughput sql query system for big data. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS)null. 2012, 783-788, http://ir.iscas.ac.cn/handle/311060/15889.[41] 刘杰, 魏峻, 叶丹, 黄涛. 基于数据流程变换的Mashup性能优化方法. 小型微型计算机系统[J]. 2011, 32(9): 1716-1722, http://lib.cqvip.com/Qikan/Article/Detail?id=39092766.[42] 宁静, 刘杰, 叶丹. 一种基于内容模型图的XML Schema Definition的提取方法. 计算机科学[J]. 2010, 37(6): 179-185, http://lib.cqvip.com/Qikan/Article/Detail?id=34085610.[43] 黄飞, 刘杰, 叶丹. 基于空值修复的数据库一致性查询方法. 计算机应用研究[J]. 2009, 4146-4150, http://lib.cqvip.com/Qikan/Article/Detail?id=31896129.[44] Liu Jie, Liang Senlin, Ye Dan, Wei Jun, Huang Tao. Etl workflow analysis and verification using backwards constraint propagation. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS)null. 2009, 455-469, http://124.16.136.157/handle/311060/8498.[45] Liu Jie, Liang Senlin, Ye Dan, Wei Jun, Huang Tao, VanEck P, Gordijn J, Wieringa R. ETL Workflow Analysis and Verification Using Backwards Constraint Propagation. ADVANCED INFORMATION SYSTEMS ENGINEERING, PROCEEDINGSnull. 2009, 5565: 455-+, [46] Liu Jie, Huang Fei, Ye Dan, Huang Tao. Efficient Consistent Query Answering Based on Attribute Deletions. CSA 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND ITS APPLICATIONS, PROCEEDINGSnull. 2008, 222-+, http://dx.doi.org/10.1109/CSA.2008.10.[47] Qu, Yingqi, Liu, Jie, Kang, Liangyi, Shi, Qinfeng, Ye, Dan. Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN. http://arxiv.org/abs/1804.03317.