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Publications

Conference papers

  1. Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling. 
    IEEE International Conference on Data Engineering (ICDE), 2023.
    Zichong Li, Lan Zhang, Mu Yuan, Miao-Hui Song, Qi Song

  2. Explaining Missing Data in Graphs: A Constraint-based Approach. [Paper][Slide]
    IEEE International Conference on Data Engineering (ICDE, acceptance rate: 28%), 2021.
    Qi Song, Peng Lin, Hanchao Ma, Yinghui Wu

  3. Repairing Entities using Star Constraints in Multirelational Graphs. [Paper][Slide]
    IEEE International Conference on Data Engineering (ICDE, acceptance rate: 22.7%), 2020.
    Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi
  4. Answering Why-questions by Exemplars in Attributed Graphs. [Paper][Slide][Poster][Talk]
    ACM SIGMOD Conference on Management of Data (SIGMOD, acceptance rate: 20%), 2019.
    Mohammad Hossein Namaki, Qi Song, Yinghui Wu, Shengqi Yang
  5. Answering Why-Questions for Subgraph Queries in Multi-Attributed Graphs. [Paper][Slide][Poster]
    IEEE International Conference on Data Engineering (ICDE, acceptance rate: 26.8%), 2019.
    Qi Song, Mohammad Hossein Namaki, Yinghui Wu
  6. TGNet: Learning to Rank Nodes in Temporal Graphs. [Paper][Slide]
    ACM International Conference on Information and Knowledge Management(CIKM, acceptance rate: 17%), 2018.
    Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang and Haifeng Chen
  7. Discovering Graph Patterns for Fact Checking in Knowledge Graphs. [Paper][Slide]
    International Conference On Database Systems for Advanced Applications(DASFAA), 2018.
    Peng Lin, Qi Song, Jialiang Shen and Yinghui Wu
  8. Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection. [Paper]
    International Conference on Learning Representations(ICLR, acceptance rate: 32%), 2018.
    Bo Zong, Qi Song, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu, Daeki Cho, Haifeng Chen
  9. Discovering Temporal Graph Association Rules. [Paper][Slide]
    ACM International Conference on Information and Knowledge Management (CIKM, acceptance rate: 20%), 2017.
    Mohammad Hossein Namaki, Yinghui Wu, Qi Song, Peng Lin, Tingjian Ge
  10. Mining Summaries for Knowledge Graph Search. [Paper][Full Version][Slide]
    IEEE International Conference on Data Mining (ICDM, acceptance rate: 20%), 2016.
    Qi Song, Yinghui Wu, Luna Xin Dong
  11. NSLPA: A node similarity based label propagation algorithm for real-time community detection. 
    IEEE/ACM 7th International Conference on Utility and Cloud Computing (UCC), 2014.
    Qi Song, Bo Li, Weiren Yu, Jianxin Li, Bin Shi
  12. iScreen: A Merged Screen of Local System with Remote Applications in a Mobile Cloud Environment. 
    IEEE International Symposium on Service Oriented System Engineering (SOSE), 2013.
    Jianxin Li, Qi Song, Weiren Yu, Chunming Hu, Jian Kang

Journal papers

  1. Answering Why-Questions for Subgraph Queries. [Paper]
    IEEE Transactions on Knowledge and Data Engineering(TKDE), Vol.34 (Issue No. 10), 4636-4649, 2022.
    Qi Song, Mohammad Hossein Namaki, Peng Lin, Yinghui Wu

  2. Mining Summaries for Knowledge Graph Search. [Paper]
    IEEE Transactions on Knowledge and Data Engineering(TKDE), Vol.30 (Issue No. 10), 1887-1900, 2018.
    Qi Song, Yinghui Wu, Peng Lin, Luna Xin Dong, Hui Sun
  3. Discovering Patterns for Fact Checking in Knowledge Graphs. 
    Journal of Data and Information Quality(JDIQ), Volume 11 (Issue 3), Article No. 13, 2018.
    Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi
  4. Fact Checking in Knowledge Graphs with Ontological Subgraph Patterns. [Paper]
    Data Science and Engineering(DSE, invited), Volume 3 (Issue 4), 341–358, 2018.
    Peng Lin, Qi Song, Yinghui Wu
  5. A radiomics-based Nomogram for the Preoperative Prediction of Posthepatectomy Liver Failure in Patients with Hepatocellular Carcinoma. [Paper]
    Surgical Oncology(SO), Volume 28, 78-85, 2018.
    Wei Cai, Baochun He, Min Hu, Wenyu Zhang, Deqiang Xiao, Hao Yu, Nan Xiang, Jian Yang, Qi Song, Songsheng He, Yaohuan Huang, Wenjie Huang, Fucang Jia, Chi-hua Fang

Other papers

  1. GRIP: Constraint-based Explanation of Missing Entities in Graph Search. 
    ACM SIGMOD Conference on Management of Data (SIGMOD (demo)), 2021.
    Qi Song, Hanchao Ma, Peng Lin, Yinghui Wu

  2. NAVIGATE: Explainable Visual Graph Exploration by Examples. 
    ACM SIGMOD Conference on Management of Data (SIGMOD (demo)), 2019.
    Mohammad Hossein Namaki, Qi Song, Yinghui Wu

  3. Parallel Graph Summarization for Knowledge Search. [Paper][Poster]
    International Workshop on Mining and Learning with Graphs (MLG), 2017.
    Qi Song, Mohammad Hossein Namaki, Peng Lin, Yinghui Wu

Patents

  1. A semantic informativeness based multi-modal data fusion method and application. 
    Publication No. CN115470856A, Status: Application.
    Bei Hua, Yinhao Dong, Qi Song
  2. A graph database query optimization method and system for users
    Publication No. CN112765411A, Status: Application.
    Qi Song, etc..
  3. A summary display method for dynamic graph data
    Publication No. CN112765412A, Status: Application.
    Qi Song, etc..
  4. A query and recommend method for graph data based on user features
    Publication No. CN112765413A, Status: Application.
    Qi Song, etc..
  5. A generation method and storage media for graph data summary
    Publication No. CN112765417A, Status: Application.
    Qi Song, etc..
  6. System and method for intelligent guided shopping
    US Patent 16,296,169, Status: Granted.
    Qi Song, Congmin Min, Jin Guo, Wei Li
  7. Density estimation network for unsupervised anomaly detection
    US Patent 10,999,247, Status: Granted.
    Bo Zong, Daeki Cho, Cristian Lumezanu, Haifeng Chen, Qi Song
  8. Discovering critical alerts through learning over heterogeneous temporal graphs
    US Patent 10,409,669, Status: Granted.
    Bo Zong, LuAn Tang, Qi Song, Biplob Debnath, Hui Zhang, Guofei Jiang
  9. Data segmenting method and system of distributed graph calculating system
    Publication No. CN104281664B, Status: Granted.
    Bo Li, Qi Song, Jianxin Li, Weiren Yu
  10. File picture sharing method based on cloud
    Publication No. CN103595760B, Status: Granted.
    Chunming Hu, Weiren Yu, Qi Song, Chenggen Sun, Bo Wu
  11. Desktop presenting method based on cloud
    Publication No. CN103595759B, Status: Granted.
    Jianxin Li, Weiren Yu, Qi Song, Chenggen Sun, Bo Wu