Publications

Conference papers

1. Fast and Anti-starvation Charging Device Grouping for Magnetic Wireless Power Transfer. 
   IEEE International Conference on Computer Communications (INFOCOM),2025.
   Xinyu Wang, Wangqiu Zhou and Hao Zhou, Tianjian Yang, Shenyao Jiang, Zhi Liu, Yusheng Ji, Qi Song

2. Query Exploration based on Knowledge Reasoning. 
   International Conference on Advanced Data Mining and Applications (ADMA),2024.
   Tian Xie, Qi Song, Qi Zhao, Hao Jiang, Yijie Li, Tongjing Zhu

3. LAORA: Location-Aware Orientation Adjustment for MIMO Magnetic Wireless Charging System. 
   IEEE International Conference on Sensing, Communication, and Networking (SECON),2024.
   Lingchang Kong, Xinyu Wang, Hao Zhou, Fengyu Zhou, Shenyao Jiang, Peide Zhu, Qi Song and Zhi Liu

4. CoTel: Ontology-Neural Co-Enhanced Text Labeling. 
   ACM The Web Conference (WWW, acceptance rate: 19.2%),2023.
   Miao-Hui Song, Lan Zhang, Mu Yuan, Zichong Li, Qi Song, Yijun Liu and Guidong Zheng

5. Fair Group Summarization with Graph Patterns. 
   IEEE International Conference on Data Engineering (ICDE), 2023.
   Hanchao Ma, Sheng Guan, Mengying Wang, Qi Song, Yinghui Wu

6. 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

7. 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

8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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. GTDIM: Grid-based Two-stage Dynamic Incentive Mechanism for Mobile Crowd Sensing. 
   Pervasive and Mobile Computing (PMC),2024.
   Xin-Wei Yao, Wei-Wei Xing, Ke-Chen Zheng, Chu-Feng Qi, Xiang-Yang Li, Qi Song

2. 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

3. 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
4. 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
5. 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
6. 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 (Until 2022)

1. System and method for intelligent guided shopping. 
   US Patent 16,296,169, Status: Granted.
   Qi Song, Congmin Min, Jin Guo, Wei Li
2. Density estimation network for unsupervised anomaly detection. 
   US Patent 10,999,247, Status: Granted.
   Bo Zong, Daeki Cho, Cristian Lumezanu, Haifeng Chen, Qi Song
3. 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
4. Data segmenting method and system of distributed graph calculating system. 
   Publication No. CN104281664B, Status: Granted.
   Bo Li, Qi Song, Jianxin Li, Weiren Yu
5. File picture sharing method based on cloud. 
   Publication No. CN103595760B, Status: Granted.
   Chunming Hu, Weiren Yu, Qi Song, Chenggen Sun, Bo Wu
6. Desktop presenting method based on cloud. 
   Publication No. CN103595759B, Status: Granted.
   Jianxin Li, Weiren Yu, Qi Song, Chenggen Sun, Bo Wu