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Collaborations from the last five years
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Projects
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Research output
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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 journal › Conference article in Journal › Research › peer-review
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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, 9Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-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 journal › Conference article in Journal › Research › peer-review
Open AccessFile1 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 proceeding › Article in proceeding › Research › peer-review
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Interpretability Methods for Graph Neural Networks (Tutorial)
Khan, A. & B. Mobaraki, E., 10 Oct 2023. 4 p.Research output: Contribution to conference without publisher/journal › Paper without publisher/journal › Research › peer-review