Fast Approximate Denial Constraint Discovery.
[ pdf ] The 49th International Conference on Very Large Data Bases (VLDB), Vancouver, Canada, August 28 - September 1, 2023. Renjie Xiao, Zijing Tan,
Haojin Wang, and
Shuai Ma
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Uniform Graph Edit Distance Computation.
[ pdf ] The 32nd ACM International Conference on Information and Knowledge Management (CIKM), Birmingham, UK, 2023. Junfeng Liu, Min Zhou,
Shuai Ma*, and
Lujia Pan
Effective and Efficient Lexicographical Order Dependency Discovery.
[ pdf ] IEEE Transactions on Knowledge and Data Engineering (TKDE), 35(4): 3684-3698, 2023. Yifeng Jin, Zijing Tan*, Jixuan Chen, and
Shuai Ma
Hunting Temporal Bumps in Graphs with Dynamic Vertex Properties.
[ pdf ] The ACM International Conference on Management of Data (SIGMOD), Philadelphia, PA, USA, 2022. Yahui Sun,
Shuai Ma, and
Bin Cui
Dynamic Functional Dependency Discovery with Dynamic Hitting Set Enumeration.
[ pdf ] The 38th IEEE International Conference on Data Engineering (ICDE), Virtual Event, 9th - 12th May, 2022. Renjie Xiao, Yongan Yuan, Zijing Tan, and
Shuai Ma
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and Autoregressive Model.
[ pdf ] The 25th International Conference on Extending Database Technology (EDBT), Edinburgh, UK, 29th March-1st April, 2022. Zizhong Meng, Peizhi Wu,
Gao Cong*,
Rong Zhu, and
Shuai Ma
KESA: A Knowledge Enhanced Approach To Sentiment Analysis.
[ pdf ] The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL-IJCNLP) , November 20-23, 2022. (oneline) Qinghua Zhao,
Shuai Ma,
Shuo Ren
Approximate Order Dependency Discovery.
[ pdf ] The 37th IEEE International Conference on Data Engineering (ICDE), Chania, Greece, 2021. Yifeng Jin, Zijing Tan, Weijun Zeng, and
Shuai Ma
SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation.
[ pdf ] The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 2021. Shuo Ren, Long Zhou, Shujie Liu, Furu Wei,
Ming Zhou, and
Shuai Ma
Control Image Captioning Spatially and Temporally.
[ pdf ] The 59th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 2021. Kun Yan, Lei Ji, Huaishao Luo,
Ming Zhou,
Nan Duan, and
Shuai Ma
SceneRec: Scene-Based Graph Neural Networks for Recommender Systems.
[ pdf ] The 24th International Conference on Extending Database Technology (EDBT), Nicosia, Cyprus, 2021. (short paper) Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, and
Shuai Ma
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.
[ pdf ] IEEE Transactions on Knowledge and Data Engineering (TKDE), 33(12), 3701-3715, 2021 (Extended version of the ICDE'2018 paper). Zhongpu Chen,
Bin Yao,
Zhijie Wang, Xiaofeng Gao,
Shuo Shang,
Shuai Ma, and
Minyi Guo
Approximate Computation for Big Data Analytics.
[ pdf ] SIGWEB Newsletter, Volume 2021, Number Winter 2021, Article No.4, pp 1-8 (invited). Shuai Ma, and
Jinpeng Huai
Improving Spectral Clustering with Deep Embedding, Cluster Estimation and Metric Learning.
[ pdf ] Knowledge and Information Systems (KAIS), (Special issue: Best of ICDM 2019, invited), 63(3): 675-694, 2021. Liang Duan,
Shuai Ma*,
Charu Aggarwal, and
Saket Sathe.
Ensuring the Correctness of Regular Expressions: A Review.
[ pdf ] International Journal of Automation and Computing (IJAC), invited, 18(4): 521-535, 2021. Lixiao Zheng,
Shuai Ma*,
Zuxi Chen, and
Xiangyu Luo
2020
Fast Incremental Discovery of Pointwise Order Dependencies.
[ pdf ] The 46th International Conference on Very Large Data Bases (VLDB), Tokyo, Japan, 2020. Zijing Tan,
Ai Ran,
Shuai Ma, and
Sheng Qin
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction.
[ pdf ] The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, Washington, 2020. Shuo Ren, Shujie Liu,
Ming Zhou, and
Shuai Ma
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation.
[ pdf ] The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, Washington, 2020. Shuo Ren, Yu Wu, Shujie Liu,
Ming Zhou, and
Shuai Ma
SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects.
[ pdf ] IEEE Transactions on Knowledge and Data Engineering (TKDE), 32(11): 2254-2268, 2020 (Extended version of the ICDE'2018 paper). Kaiyu Feng,
Tao Guo,
Gao Cong*,
Sourav S Bhowmick, and
Shuai Ma*
String Generation for Testing Regular Expressions.
[ pdf ] The Computer Journal, Volume 63, Issue 1, January 2020, Pages 41-65. Lixiao Zheng,
Shuai Ma*,
Yuanyang Wang, and
Gang Lin
2019
Dual-View Variational Autoencoders for Semi-Supervised Text Matching.
[ pdf ][ slides ] The 28th International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, 2019 Zhongbin Xie and
Shuai Ma
Unsupervised Neural Machine Translation with SMT as Posterior Regularization.
[ pdf ] The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, 2019 Shuo Ren, Zhirui Zhang, Shujie Liu,
Ming Zhou, and
Shuai Ma
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.
[ pdf ] The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP), Hong Kong, 2019. Shuo Ren, Yu Wu, Shujie Liu,
Ming Zhou, and
Shuai Ma
Improving Spectral Clustering with Deep Embedding and Cluster Estimation.
[ pdf ][ slides ] (Best Paper Candidate) The IEEE International Conference on Data Mining (ICDM), Beijing, China, 2019. Liang Duan,
Charu Aggarwal,
Shuai Ma*, and
Saket Sathe.
Dynamic News Recommendation with Hierarchical Attention Network.
[ pdf ][ slides ] The IEEE International Conference on Data Mining (ICDM), Beijing, China, 2019. (Short paper) Hui Zhang, Xu Chen, and
Shuai Ma*
SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects.
[ pdf ] The 34rd IEEE International Conference on Data Engineering (ICDE), Paris, France, 2018 (short). Kaiyu Feng,
Tao Guo,
Gao Cong,
Sourav S Bhowmick, and
Shuai Ma
A Highly Non-Volatile Memory Scalable and Efficient File System.
[ pdf ][ slides ] The 36th IEEE International Conference on Computer Design (ICCD), Orlando, Florida, USA, 2018. Fan Yang,
Junbin Kang,
Shuai Ma*, and
Jinpeng Huai
Incorporating User Grouping into Retweeting Behavior Modeling.
[ pdf ][ slides ] The 23rd International Conference on Database Systems for Advanced Applications (DASFAA), Gold Coast, Australia. Jinhai Zhug,
Shuai Ma*,
Chunming Hu,
Hui Zhang, and
Xiong Li
Landmark Image Retrieval by Jointing Feature Refinement and Multi-modal Classifier Learning.
[ pdf ] IEEE Transactions on Cybernetics, 48(6): 1682-1695, 2018. Xiaoming Zhang,
Senzhang Wang,
Zhoujun Li, and
Shuai Ma
一种路网感知的在线轨迹压缩方法 (Road Aware Online Trajectory Compression).
[ pdf ] 软件学报 (Journal of Software, Special Issue, in Chinese), 29(3), 22 pages, 2018. Yimeng Zuo,
Xuelian Lin,
Shuai Ma, and
Jiahao Jiang
一种社交网络中基于事件关联的故事脉络生成方法
(An Approach for Storytelling by Correlating Events from Social Networks).
[ pdf ] 计算机研究与发展 (Journal of Research and Developement, invited, in Chinese), , Vol. 55 Issue (9): 1972-1986, 2018. Yingying Li,
Shuai Ma,
Haoyi Jiang,
Zhe Liu,
Chunming Hu,
and
Xiong Li
面向网络信息空间的大数据计算 (Cyberspace Oriented Big Data Computation).
[ pdf ] 《中国计算机学会通讯》2018年第14卷第9期 (Communications of CCF, Volume 14, Number 9, 8-10, 2018, Special Issue Editor, in Chinese) Chunming Hu,
Shuai Ma,
and Jinpeng Huai
Relaxing Graph Pattern Matching With Explanations.
[ pdf ][ slides ] The ACM International Conference on Information and Knowledge Management (CIKM), Singapore, 2017. Jia Li,
Yang Cao, and
Shuai Ma
Virtual Network Mapping in Cloud Computing: A Graph Pattern Matching Approach.
[ pdf ] The Computer Journal (Special issue: Best Papers of BICOD 2015, invited), 60(3): 287-307, 2017. Yang Cao,
Wenfei Fan, and
Shuai Ma*
大数据管理技术专刊前言 (Preface: Big Data Management Techniques).
[ pdf ][ html ] 软件学报 (Journal of Software, Special Issue Guest Editor, in Chinese), 28(3), 473-475, 2017. Shuai Ma and
Bin Cui
Single-View Determinacy and Rewriting Completeness for a Fragment of XPath Queries.
[ pdf ][ Supplementary ] SCIENCE CHINA Information Sciences (research letter), 59(9): 099102, 2016. Lixiao Zheng,
Shuai Ma*,
Xiangyu Luo, and
Tiejun Ma
面向流式处理系统的对象管理方法 (VData Object Managing Method in Stream Processing System).
[ pdf ] 计算机科学与探索 (Journal of Frontiers of Computer Science and Technology, in Chinese), 10(11):: 1512-1523, 2016. Jiaxing Wang,
Xuelian Lin,
Yang Shen,
Yun Zhang,
Mingming Zhang, and
Shuai Ma
Virtual Network Mapping: A Graph Pattern Matching Approach.
[ pdf ][ slides ] The 30th British International Conference on Databases (BICOD), Edinburgh, Scotland, 2015 Yang Cao,
Wenfei Fan, and
Shuai Ma
In Search of Influential Event Organizers in Online Social Networks.
[ pdf ][ slides ] The ACM SIGMOD International Conference on Management of Data (SIGMOD), Snowbird, Utah, USA, 2014. Kaiyu Feng,
Gao Cong,
Sourav S Bhowmick, and
Shuai Ma
Strong Simulation: Capturing Topology in Graph Pattern Matching.
[ pdf ] [ Source Codes are available, developed by Yang Cao ] ACM Transactions on Database Systems (TODS), 39, 1, Article 4, 46 pages, January 2014. (Extended version of the VLDB'2012 paper) Shuai Ma,
Yang Cao,
Wenfei Fan,
Jinpeng Huai, and
Tianyu Wo
Extending Inclusion Dependencies with Conditions.
[ pdf ] Theoretical Computer Science (TCS), Volume 515, 64-95, 2014. Shuai Ma,
Wenfei Fan, and
Loreto Bravo
Interaction between Record Matching and Data Repairing.
[ pdf ] ACM Journal of Data and Information Quality (JDIQ), 4, 4, Article 16, 38 pages, May 2014. (Extended version of the SIGMOD'2011 paper) Wenfei Fan,
Shuai Ma*,
Nan Tang, and
Wenyuan Yu
Report on the Sixth International Workshop on Cloud Data Management (CloudDB 2014).
[ pdf ] ACM SIGMOD Record, Volume 43, Number 2, 53-56, 2014. Shuai Ma,
Xiaofeng Meng, and
Fusheng Wang
大数据可视分析综述 (Visual Analytics Towards Big Data).
[ pdf ] 软件学报 (Journal of Software, invited, in Chinese), 25(9):1909-1936, 2014. Lei Ren,
Yi Du,
Shuai Ma,
Luke Zhang, and
Guozhong Dai
Introduction to ACM MobiCom 2014.
[ pdf ] 《中国计算机学会通讯》2014年第10卷第11期 (Communications of CCF, Volume 10, Number 11, 76-78, 2014, invited, in Chinese) Anran Wang,
Shuai Ma, and
Chunming Hu
2013
On Anomalous Hotspot Discovery in Graph Streams.
[ pdf ][ slides ] The IEEE International Conference on Data Mining (ICDM), Dallas, Texas, USA. 2013. (Short paper) Weiren Yu,
Charu Aggarwal,
Shuai Ma*, and
Haixun Wang
MRPacker: An SQL to MapReduce Optimizer.
[ pdf ] The ACM International Conference on Information and Knowledge Management (CIKM), San Francisco, CA, USA, 2013. (Poster paper) Xuelian Lin,
Yue Ye, and
Shuai Ma*
Combining POS Tagging, Lucene Search and Context Similarity for Entity Linking.
[ pdf ] The 14th International Conference on Web Information System Engineering (WISE), Nanjing, China, 2013. (Best Challenge Paper Award: winner of recall on entity linking ) Shujuan Zhao,
Chune Li,
Shuai Ma*,
Tiejun Ma, and
Dianfu Ma
大数据时代的图搜索技术 (Graph Search in the Big Data Era).
[ pdf ] 《信息通信技术》2013年第6期 (Information and Communications Technologies, Volume 6, 44--51, 2013, invited, in Chinese) Shuai Ma,
Jia Li,
Xudong Liu, and
Jinpeng Huai
2012
Distributed Graph Pattern Matching.
[ pdf ] The 21st International World Wide Web Conference (WWW), Lyon, France, 2012. Shuai Ma,
Yang Cao, Jinpeng Huai, and
Tianyu Wo
社会网络与图匹配查询 (Social Networks and Graph Matching).
[ pdf ] 《中国计算机学会通讯》2012年第8卷第4期 (Communications of CCF, Volume 8, Number 4, 20-24, 2012, invited, in Chinese) Shuai Ma,
Yang Cao,Tianyu Wo, and Jinpeng Huai
大数据科学与工程的挑战与思考 (Research Challenges and Thinking on Science and Engineering of Big Data).
[ pdf ] 《中国计算机学会通讯》2012年第8卷第9期 (Communications of CCF, Volume 8, Number 9, 22-28, 2012, invited, in Chinese) Shuai Ma,
Jianxin Li, and Chunming Hu
图查询：社会计算时代的新型搜索 (Graph Search: A New Searching Approach to the Social Computing Era).
[ pdf ] 《中国计算机学会通讯》2012年第8卷第11期 (Communications of CCF, Volume 8, Number 11, 26-31, 2012, invited, in Chinese) Shuai Ma,
Jia Li, Xudong Liu, and Jinpeng Huai
2011
Interaction between Record Matching and Data Repairing.
[ pdf ] The ACM SIGMOD International Conference on Management of Data (SIGMOD), Athens, Greece, 2011. Wenfei Fan,
Jianzhong Li,
Shuai Ma*,
Nan Tang, and
Wenyuan Yu
CerFix: A System for Cleaning Data with Certain Fixes.
[ pdf ] (Demo paper) The 37th International Conference on Very Large Data Bases (VLDB), Seattle, Washtington, USA, 2011. Wenfei Fan,
Jianzhong Li,
Shuai Ma,
Nan Tang, and
Wenyuan Yu
Adding Regular Expressions to Graph Reachability and Pattern Queries.
[ pdf ] The 27th IEEE International Conference on Data Engineering (ICDE), Hannover, Germany, 2011. Wenfei Fan,
Jianzhong Li,
Shuai Ma*,
Nan Tang, and
Yinghui Wu
Towards Certain Fixes with Editing Rules and Master Data.
[ pdf ]
(The best paper award) The 36th International Conference on Very Large Data Bases (VLDB), Singapore, 2010. Wenfei Fan,
Jianzhong Li,
Shuai Ma*,
Nan Tang, and
Wenyuan Yu
Detecting Inconsistencies in Distributed Data.
[ pdf ] The 26th IEEE International Conference on Data Engineering (ICDE), Long Beach, California, USA, 2010. Wenfei Fan,
Floris Geerts,
Shuai Ma, and
Heiko Müller
Extending Dependencies for Improving Data Quality.
[ pdf ] PhD thesis, the University of Edinburgh, 2010. Shuai Ma
2009
Reasoning about Record Matching Rules.
[ pdf ] The 35th International Conference on Very Large Data Bases (VLDB), Lyon, France, 2009. Wenfei Fan,
Xibei Jia,
Jianzhong Li, and
Shuai Ma*
Incorporating Cardinality Constraints and Synonym Rules into Conditional Functional Dependencies.
[ pdf ] Information Processing Letters, 109(14), 783~789, 2009. Wenguang Chen,
Wenfei Fan, and
Shuai Ma
Analyses and Validation of Conditional Dependencies with Built-in Predicates.
[ pdf ] The 20th International Conference on Database and Expert Systems Applications (DEXA, oral presentation), Linz, Austria, 2009. Wenguang Chen,
Wenfei Fan, and
Shuai Ma*
2008
Propagating Functional Dependencies with Conditions.
[ pdf ] The 34th International Conference on Very Large Data Bases (VLDB), Auckland, New Zealand, 2008. Wenfei Fan,
Shuai Ma*,
Yanli Hu,
Jie Liu,
and Yinghui Wu
Increasing Expressivity of Conditional Functional Dependencies without Extra Charge Complexity.
[ pdf ] The 24th International Conference on Database Engineering (ICDE, full presentation), Cancun, Mexico, 2008. Loreto Bravo,
Wenfei Fan,
Floris Geerts, and
Shuai Ma*
2007
Improving Data Quality: Consistency and Accuracy.
[ pdf ] The 33rd International Conference on Very Large Data Bases (VLDB), Vienna, Austria, 2007. Gao Cong,
Wenfei Fan,
Floris Geerts,
Xibei Jia, and
Shuai Ma
Extending Dependencies with Conditions.
[ pdf ] The 33rd International Conference on Very Large Data Bases (VLDB), Vienna, Austria, 2007. Loreto Bravo,
Wenfei Fan, and
Shuai Ma*
2006
PRATA: A System for XML Publishing, Integration and View Maintenance.
[Paper]
[Poster] Proceedings of the UK e-Science All Hands Meeting, Nottingham, UK, 2006. (Poster paper) Gao Cong,
Wenfei Fan,
Xibei Jia, and
Shuai Ma
2005 and Before
A Web-based Decision Support System for the Mobile Network Management.
[Paper] Yinghua Sun, Shuai Ma, Junhu Zhang, and Xiaofeng Chen Computer Engineering and Applications, Vol.41, No.22, pp.127~131, 2005. (In Chinese)
Incremental Maintenance of Discovered Mobile User Maximal Moving Sequential Patterns.
[Paper] Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, and Chanjun Yang Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA), Springer-Verlag LNCS 2973, pp.824~830, Jeju Island, Korea, 2004.
Combining Clustering with Moving Sequential Pattern Mining: A Novel and Efficient Technique.
[Paper] Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, and Jinqiang Han Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Springer-Verlag LNCS 3056, pp.419~423, Sydney, Australia, 2004.
An Incremental Clustering Algorithm for the Topology Tuning of Location Databases.
[Paper] Shuai Ma, Shiwei Tang, Dongqing Yang, and Tengjiao Wang Journal of Software, Vol.15, No.9, pp.1351~1360, 2004. (In Chinese)
Mining Maximal Moving Sequential Patterns in Mobile Environment. Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, and Jun Gao Journal (Natural Science) of Peking University, Vol.40, No.3, pp.379~387, 2004. (In Chinese)
A New Fast Clustering Algorithm Based on Reference and Density.
[Paper] Shuai Ma, Tengjiao Wang, Shiwei Tang, Dongqing Yang, and Jun Gao Proceedings of the 4th International Conference on Web-Age Information Management (WAIM), Springer-Verlag, LNCS 2762, pp.214~225, Chengdu, China, 2003.
Dynamic Reorganization of Location Databases Based on Clustering.
[Paper] Shuai Ma, Tengjiao Wang, Shiwei Tang, Dongqing Yang, and Jun Gao Journal of Software. Vol.14, No.5, pp.963~969, 2003. (In Chinese)
A Fast Reference and Density based Clustering Algorithm.
[Paper] Shuai Ma, Tengjiao Wang, Shiwei Tang, Dongqing Yang, and Jun Gao Journal of Software, Vol.14, No.6, pp.1089~1095, 2003. (In Chinese)
Cell-based DBSCAN Clustering Algorithm. Shuai Ma, Guojie Song, Shiwei Tang, Dongqing Yang, and Tengjiao Wang Proceedings of the 19th National Database Conference of China (NDBC), Zhengzhou, China, 2002. (In Chinese)
Traffic Prediction Model Based on Data Mining. Guojie Song, Shuai Ma, Shiwei Tang, and Dongqing Yang Proceedings of the 19th National Database Conference of China (NDBC), Zhengzhou, China, 2002. (In Chinese)
Dynamic Modification of Workflow based on Workflow Migration. Shuai Ma, Jingzhou Li, and Haiyang Wang Proceedings of 3rd International Conference on Computer_Adided Industrial Design and Conceptual Design (CAID&CD), pp.529~532, Hong Kong, China, 2000.
Transaction Workflow and Its Failure Recovery Strategy. Shuai Ma and Haiyang Wang Proceedings of the 17th National Database Conference of China (NDBC), Baoding, China, 2000. (In Chinese)
]