yinghui wu
Yinghui Wu

Assistant Professor

School of Electronic Engineering
and Computer Science
Washington State University


EME Room B45
335 NE Spokane St.
Pullman, WA 99164-2752

Office: (509) 335-7612
Email:  email
Homepage: eecs.wsu.edu/~yinghui


Home Teaching | Research | Services | Students | Publications | Talks | Biography/CV 


Full publication list [DBLP] [Google Scholar]

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2019
  1. NAVIGATE: Explainable Visual Graph Exploration by Examples.
    ACM SIGMOD Conference on Management of Data (SIGMOD), demo, 2019
    Mohammad Hossein Namaki, Qi Song, Yinghui Wu
  2. Answering Why-questions by Exemplars in Attributed Graphs.
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2019
    Mohammad Hossein Namaki, Qi Song, Yinghui Wu, Shengqi Yang
  3. Answering Why-Questions for Subgraph Queries in Multi-Attributed Graphs. 
    Int.Conf.on Data Engineering (ICDE).
    Qi Song, Mohammad Hossein Namaki, Yinghui Wu
  4. Finding Densest Lasting Subgraphs in Dynamic Graphs: a Stochastic Approach
    Int.Conf.on Data Engineering (ICDE).
    XUanming Liu, Tingjian Ge, Yinghui Wu
  5. Discovering Patterns for Fact Checking in Knowledge Graphs
    ACM Journal of Data and Information Quality (JDIQ)
    Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi
  6. Fact Checking in Knowledge Graphs with Ontological Subgraph Patterns
    Data Science & Engineering (DSE) (invited)
    Peng Lin, Qi Song, Yinghui Wu
2018
  1. TGNet: Learning to Rank Nodes in Temporal Graphs
    The 27th ACM International Conference on Information and Knowledge Management (CIKM)
    Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang and Haifeng Chen
  2. GExp: Cost-aware Graph Exploration with Keywords. >|code 
    ACM SIGMOD Conference on Management of Data (SIGMOD) (Demo).
    Mohammad Hossein Namaki, Yinghui Wu, Xin Zhang
  3. Ensemble Based Algorithm For Syncrophasor Data Anomaly Detection. 
    IEEE Transactions on Smart Grid
    Mengze Zhou, Yuhui Wang, Anurag K Srivastava, Yinghui Wu, Paramarshi Banerjee
  4. Discovering Graph Patterns for Fact Checking in Knowledge Graphs|code
    23rd International Conf. on Database Systems for Advanced Applications (DASFAA)
    Peng Lin, Qi Song, Jialiang Shen, Yinghui Wu
  5. Multi-metric Graph Query Performance Prediction
    23rd International Conf. on Database Systems for Advanced Applications (DASFAA)
    Keyvan Sasani, Mohammad Hossein Namaki, Yinghui Wu, Assefaw Gebremedhin
  6. Diversified Keyword Expansion on Multi-labeled Graphs.
    Mohammad Hossein Namaki, Yinghui Wu, Xin Zhang
    APWeb-WAIM Joint Conference on Web and Big Data (APWeb-WAIM)
  7. Mining Summaries for Knowledge Graph Search
    IEEE Transactions on Knowledge and Data Engineering (TKDE)
    Qi Song, Yinghui Wu, Peng Lin, Xin (Luna) Dong, Hui Sun. 
  8. Percolator: Scalable Pattern Discovery in Dynamic Graphs
    ACM International Conference on Web Search and Data Mining (WSDM) demo
    Sutanay Choudhury, Sumit Purohit, Peng Lin, Yinghui Wu, Lawrence Holder, Khushbu Agarwal
  9. From Think Parallel to Think Sequential
    SIGMOD Record(ACM SIGMOD Research Highlight Award)
    Wenfei Fan, Yang Cao, Jingbo Xu, Wenyuan Yu, Yinghui Wu, Chao Tian, Jiaxin Jiang, Bohan Zhang
  10. Graph Pattern Matching. Encyclopedia of Big Data Technologies, Springer
    Yinghui Wu, Arijit Khan
  11. Graph Exploration and Search. Encyclopedia of Big Data Technologies, Springer
    Davide Mottin, Yinghui Wu
2017
  1. Event Pattern Discovery by Keywords in Graph Streams
    IEEE International Conference on Big Data (IEEE BigData), 2017
    Mohammad Hossein Namaki, Peng Lin, Yinghui Wu
  2. Event Pattern Discovery by Keywords in Graph Streams
    IEEE International Conference on Big Data (IEEE BigData), 2017
    Mohammad Hossein Namaki, Peng Lin, Yinghui Wu
  3. Parallel Graph Summarization for Knowledge Search. 
    Workshop on Mining and Learning with Graphs (MLG) at KDD 2017
    Qi Song, Mohammad Hossein Namaki, Peng Lin and Yinghui Wu  
  4. Performance Prediction for Graph Queries.  
    Network Data Analytics (NDA) Workshop (co-located with SIGMOD), 2017
    Mohammad Hossein Namaki, Keyvan Sasani, Yinghui Wu, Assefaw Gebremedhin.
  5. Learning to Speed Up Query Planning in Graph Databases. 
    27th International Conference on Automated Planning and Scheduling (ICAPS), 2017
    Mohammad Hossein Namaki*, F A Rezaur Rahman Chuwdhury*, Md Rakibul Islam,
    Janardhan Rao Doppa, and Yinghui Wu (*equal contiribution)
  6. BEAMS: Bounded Event Detection over Graph Streams. |Source code|Video
    Int.Conf.on Data Engineering (ICDE), demo, 2017. 
    Mohammad Hossein Namaki, Keyvan Sasani, Yinghui Wu, Tingjian Ge.
  7. Parallelizing Sequential Graph Computations.
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2017. (Best Paper Award)
    Wenfei Fan, Jingbo Xu, Yinghui Wu*, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao, Chao Tian
  8. GRAPE: Parallelizing Sequential Graph Computations.
    The 43rd International Conference on Very Large Data Bases (VLDB), demo, 2017. (Best Demo Award)
    Wenfei Fan, Jingbo Xu, Yinghui Wu, Wenyuan Yu, Jiaxin Jiang. 
  9. GRAPE: Conducting Parallel Graph Computations without Developing Parallel Algorithms.
    IEEE Data Eng. Bull 40(3): 30-41 2017.
    Wenfei Fan, Jingbo Xu, Xiaojian Luo, Yinghui Wu, Wenyuan Yu, and Ruiqi Xu
2016
  1. Mining Summaries for Knowledge Graph Search. | Source code
    IEEE International Conference on Data Mining (ICDM), 2016.
    Qi Song, Yinghui Wu*, Luna Xin Dong
  2. Functional Dependencies for Graphs.
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
    Wenfei Fan, Yinghui Wu*, Jingbo Xu
  3. Fast Top-K Search in Knowledge Graphs.
    Int.Conf.on Data Engineering (ICDE), 2016.
    Shengqi Yang, Fangqiu Han, Yinghui Wu, Xifeng Yan.
  4. Adding Counting Quantifiers to Graph Patterns
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2016.
    Wenfei Fan, Yinghui Wu*, Jingbo Xu
  5. Current and Future Challenges in Mining Large Networks: Report on the Second SDM Workshop on Mining Networks and Graphs. ACM SIGKDD Explorations Newsletter 18.1: 39-45.  Lawence B.Holder, Rajmonda Caceres, David F.Gleich, Jason Riedy, Maleq Khan, Nitesh V.Chawla, Ravi Kumar, Yinghui Wu, Christine Klymko, Tina Eliassi-Rad, Aditya Prakash. 2016
2015
  1. Association Rules with Graph Patterns.
    The 41th International Conference on Very Large Data Bases (VLDB), 2015.
    Wenfei Fan, Xin Wang, Yinghui Wu*, Jingbo Xu
  2. Answering Pattern Queries Using Views.
    IEEE Transactions on Knowledge and Data Engineering (TKDE), Wenfei Fan, Xin Wang, Yinghui Wu*. 
  3. Towards networks of search engines and other digital experts: a distributed intelligence approach. 8th International Conference on u-and-e-Service, Science and Technology (UNESST), IEEE. Predrag T. Tosic, Yinghui Wu. 2015
2014
  1. Distributed Graph Simulation: Impossibility and Possibility. Slides:[ppt]
    The 40th International Conference on Very Large Data Bases (VLDB), 2014.
    Wenfei Fan, Xin Wang, Yinghui Wu*, Deng Dong
  2. Towards Scalable Critical Alert Mining. Slides:[ppt]
    The 20th Int. Conf. on Knowledge Discovery and Data Mining (KDD), 2014.
    Bo Zong, Yinghui Wu, Jie Song, Ambuj Singh, Hasan Cam, Jiawei Han, Xifeng Yan
  3. Summarizing Answer Graphs Induced by Keyword Queries.  Slides:[ppt]
    Proc. of the 40th Int. Conf. on Very Large Databases (VLDB), 2014.  
    Yinghui Wu*, Shengqi Yang, Mudhakar Srivatsa, Arun Iyengar, Xifeng Yan.
  4. Querying Big Graphs within Bounded Resources. Slides:[pptx] | Poster:[pdf]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2014.
    Wenfei Fan, Xin Wang, Yinghui Wu*
  5. Schemaless and Structureless Graph Querying.
    Proc. of the 40th Int. Conf. on Very Large Databases (VLDB), 2014.  
    Shengqi Yang, Yinghui Wu, Huan Sun, Xifeng Yan.
  6. Answering Graph Pattern Queries Using Views. (Best Paper Runner-up) Slides:[ppt
    Int.Conf.on Data Engineering (ICDE),2014.  (Best Paper Runner-up)
    Wenfei Fan, Xin Wang, Yinghui Wu*.
  7. Diversified Top-K Graph Pattern Matching. Slides:[ppt]
    Proc. of the 40th Int. Conf. on Very Large Databases (VLDB), 2014.
    Wenfei Fan, Xin Wang, Yinghui Wu*.
  8. SLQ: A User-friendly Graph Querying System. Poster[pdf]
    ACM SIGMOD Conference on Management of Data (SIGMOD) (Demo), 2014. 
    Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyu Wu, Huan Sun, Jian Wu, Xifeng Yan.
2013
  1. Ontology-based Subgraph Querying.
    Project link | Poster:[pdf] (Best Poster Award)| Slides:[ppt] | Source code
    Int. Conf. on Data Engineering (ICDE), 2013.  
    Yinghui Wu*, Shengqi Yang, Xifeng Yan.
  2. ExpFinder: Finding Experts by Graph Pattern Matching.
    Int. Conf. on Data Engineering (ICDE), 2013.
    Wenfei Fan, Xin Wang, Yinghui Wu*.
  3. NeMa: Fast Graph Search with Label Similarity. Slides:[ppt]
    Proc. of the 39th Int. Conf. on Very Large Databases (VLDB), 2013.
    Arijit Khan, Yinghui Wu, Charu Aggarwal, Xifeng Yan.
  4. Incremental Graph Pattern Matching. ACM Transactions on Database Systems (TODS)
    Wenfei Fan, Xin Wang, Yinghui Wu*. 2013
2012
 

  1. Performance Guarantees for Distributed Reachability Queries. Slides:[ppt]
    Proc. of the 38th Int. Conf. on Very Large Databases (VLDB), 2012. 
    Wenfei Fan, Xin Wang, Yinghui Wu*.
  2. Inferring the Underlying Structure of Information Cascades. Slides:[ppt]
    Int. Conf. on Data Mining (ICDM), 2012.
    Bo Zong, Yinghui Wu, Ambuj Singh, Xifeng Yan.
  3. Querying Preserving Graph Compression. Slides: [ppt]|Poster:[pdf]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2012.
    Wenfei Fan, Jianzhong Li, Xin Wang, Yinghui Wu*.
  4. Emerging Graph Queries in Linked Data. Slides: [ppt]
    Seminar of Int. Conf. on Data Engineering (ICDE), 2012.
    Arijit Khan, Yinghui Wu, Xifeng Yan.
  5. Adding regular expressions to graph reachability and pattern queries.
    Frontiers of Computer Science (FCS) (invited). Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu*.
2011
  1. Incremental Graph Pattern Matching. Slides: [ppt]
    ACM SIGMOD Conference on Management of Data (SIGMOD), 2011.
    Wenfei Fan, Jianzhong Li, Jizhou Luo, Zijing Tan, Xin Wang, Yinghui Wu*.
  2. Adding Regular Expressions to Graph Reachability and Pattern Queries.
    Slides: [ppt]| Teaser:[pdf]| Poster[pdf]
    Int. Conf. on Data Engineering (ICDE), 2011.
    Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu*.
2010
  1. Graph Pattern Matching: From Intractable to Polynomial Time. Slides:[ppt]
    Proc. of the 36th Int. Conf. on Very Large Databases (VLDB), 2010.
    Wenfei Fan, Jianzhong Li, Shuai Ma, Nan Tang, Yinghui Wu, Yunpeng Wu*.
  2. Graph Homomorphism Revisited for Graph Matching. Slides: [ppt]
    Very Large Data Bases (Journal Track), 2010.
    Wenfei Fan, Jianzhong Li, Shuai Ma, Hongzhi Wang, Yinghui Wu*.
  3. On the Aggregation Problem for Synthesized Web Services.
    The 13th International conference on Database Theory (ICDT), 2010.
    Ting Deng, Wenfei Fan, Leonid Libkin, Yinghui Wu*.
  4. On the Aggregation problem for Synthesized Web Services.
    Journal of Computer and System Science (JCSS) (invited).
    Ting Deng, Wenfei Fan, Leonid Libkin, Yinghui Wu*.
2008
  1. Propagating Functional Dependencies with Conditions.
    Proc. of the 34th Int. Conf. on Very Large Databases (VLDB), 2008.
    Wenfei Fan, Shuai Ma, Yanli Hu, Jie Liu, Yinghui Wu*.  
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