Search results

  • 2024

    View-based Explanations for Graph Neural Networks

    Chen, T., Qiu, D., Wu, Y., Khan, A., Ke, X. & Gao, Y., 2024, (Accepted/In press) In: Proceedings of the ACM SIGMOD International Conference on Management of Data.

    Research output: Contribution to journalConference article in JournalResearchpeer-review

  • 2023

    A Demonstration of Interpretability Methods for Graph Neural Networks

    B. Mobaraki, E. & Khan, A., 18 Jun 2023, Proceedings of the 6th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems: GRADES-NDA 2023. Hartig, O. & Yoshida, Y. (eds.). Association for Computing Machinery, 9

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    10 Downloads (Pure)
  • Distributed Graph Embedding with Information-Oriented Random Walks

    Fang, P., Khan, A., Luo, S., Wang, F., Feng, D., Li, Z., Yin, W. & Cao, Y., 2023, In: Proceedings of the VLDB Endowment. 16, 7, p. 1643-1656 14 p.

    Research output: Contribution to journalConference article in JournalResearchpeer-review

    Open Access
    File
    1 Citation (Scopus)
  • Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning

    Zhao, L., Khan, A., Luo, R. & Yeo, C. K., 2023, Complex Networks and Their Applications - Proceedings of the 11th International Conference: COMPLEX NETWORKS 2022. Cherifi, H., Mantegna, R. N., Rocha, L. M., Cherifi, C. & Miccichè, S. (eds.). International Conference on Complex Networks and Their Applications: Springer Publishing Company, p. 426-439 14 p. (Studies in Computational Intelligence (Springer SCI), Vol. 1077).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Interpretability Methods for Graph Neural Networks (Tutorial)

    Khan, A. & B. Mobaraki, E., 10 Oct 2023. 4 p.

    Research output: Contribution to conference without publisher/journalPaper without publisher/journalResearchpeer-review

  • Knowledge Graphs Querying

    Khan, A., 10 Aug 2023, In: SIGMOD Record. 52, 2, p. 18-29 12 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

    1 Citation (Scopus)
  • Most Probable Densest Subgraphs

    Saha, A., Ke, X., Khan, A. & Long, C., 2023, 2023 IEEE 39th International Conference on Data Engineering (ICDE). IEEE, p. 1447-1460 14 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Neighborhood-based Hypergraph Core Decomposition

    Arafat, N. A., Khan, A., Rai, A. K. & Ghosh, B., 2023, In: Proceedings of the VLDB Endowment. 16, 9, p. 2061-2074 14 p.

    Research output: Contribution to journalConference article in JournalResearchpeer-review

    Open Access
    File
    2 Citations (Scopus)
    2 Downloads (Pure)
  • Voting-based Opinion Maximization

    Saha, A., Ke, X., Khan, A. & Lakshmanan, L. V. S., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE, p. 544-557 14 p. (Proceedings of the International Conference on Data Engineering).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • 2022

    Approximate and Interactive Processing of Aggregate Queries on Knowledge Graphs: A Demonstration

    Wang, Y., Khan, A., Xu, X., Ye, S., Pan, S. & Zhou, Y., 17 Oct 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. 31st ACM International Conference on Information and Knowledge Management (CIKM ’22), October 17–21, 2022, Atlanta, GA, USA. : Association for Computing Machinery, p. 5034-5038 5 p.

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    4 Citations (Scopus)
  • Efficiently Embedding Dynamic Knowledge Graphs

    Wu, T., Khan, A., Yong, M., Qi, G. & Wang, M., 17 Aug 2022, In: Knowledge-Based Systems. 250, 109124.

    Research output: Contribution to journalJournal articleResearchpeer-review

    21 Citations (Scopus)
  • Graph Analysis of the Ethereum Blockchain Data: A Survey of Datasets, Methods, and Future Work

    Khan, A., 2022, Proceedings - 2022 IEEE International Conference on Blockchain, Blockchain 2022. IEEE International Conference on Blockchain 2022: IEEE, p. 250-257 8 p.

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    9 Citations (Scopus)
  • Graph-based Management and Mining of Blockchain Data

    Khan, A. & Akcora, C. G., 17 Oct 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. 31st ACM International Conference on Information and Knowledge Management (CIKM ’22), October 17–21, 2022, Atlanta, GA, USA: Association for Computing Machinery, p. 5140-5143 4 p.

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

    2 Citations (Scopus)
  • ShaderNet: Graph-based Shader Code Analysis to Accelerate GPU's Performance Improvement

    Zhao, L., Khan, A. & Luo, R., 12 Jun 2022, Proceedings of the 5th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems (GRADES) and Network Data Analytics (NDA), GRADES-NDA 2022. Kalavri, V. & Salihoglu, S. (eds.). GRADES-NDA '22: Proceedings of the 5th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), Philadelphia, Pennsylvania, USA, 12 June 2022: Association for Computing Machinery, 3

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review