Dr. CUI Yufei (崔宇飛)

Research Output

  1. 2023
  2. Published

    Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images

    Cui, Y., Liu, Z., Liu, X., Liu, X., Wang, C., Kuo, T., Xue, C. J., & 1 othersChan, A. B., May 2023, The Eleventh International Conference on Learning Representations. 11 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 6
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  3. Published

    Faster and Stronger Lossless Compression with Optimized Autoregressive Framework

    Mao, Y., Li, J., Cui, Y. & Xue, J. C., 2023, 2023 60th ACM/IEEE Design Automation Conference (DAC). Institute of Electrical and Electronics Engineers, Inc., 6 p.

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  4. 2022
  5. Published

    Precise Augmentation and Counting of Helicobacter Pylori in Histology Image

    Cui, Y., Chen, Y., Shuai, Z., Peng, F., Lv, Y., Zheng, L., Liu, X., & 3 othersChan, A. B., Kuo, T. & Xue, C. J., Nov 2022. 4 p.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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  6. Published

    NFL: Robust Learned Index via Distribution Transformation

    Wu, S., Cui, Y., Yu, J., Sun, X., Kuo, T. & Xue, C. J., Jun 2022, In: Proceedings of the VLDB Endowment. 15, 10, p. 2188–2200

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 11
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  7. Published

    Online Rare Category Identification and Data Diversification for Edge Computing

    Cui, Y., Li, Q., Kuo, T. & Xue, C. J., May 2022, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41, 5, p. 1290-1301

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  8. Published

    Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex

    Cui, Y., Yao, W., Li, Q., Chan, A. B. & Xue, C. J., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1492-1506

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  9. Published

    TRACE: A Fast Transformer-based General-Purpose Lossless Compressor

    Mao, Y., Cui, Y., Kuo, T. & Xue, C. J., Apr 2022, WWW '22: Proceedings of the ACM Web Conference 2022. Laforest, F., Troncy, R., Simperl, E., Agarwal, D., Gionis, A., Herman, I. & Médini, L. (eds.). Association for Computing Machinery, p. 1829-1838 (WWW - Proceedings of the ACM Web Conference).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 2
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  10. Published

    CacheSifter: Sifting Cache Files for Boosted Mobile Performance and Lifetime

    Liang, Y., Pan, R., Ren, T., Cui, Y., Ausavarungnirun, R., Chen, X., Li, C., & 2 othersKuo, T. & Xue, C. J., Feb 2022, Proceedings of the 20th USENIX Conference on File and Storage Technologies (FAST'22). USENIX Association, p. 445-459 (Proceedings of the USENIX Conference on File and Storage Technologies, FAST).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 13
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  11. Published

    Accelerating General-Purpose Lossless Compression via Simple and Scalable Parameterization

    Mao, Y., Cui, Y., Kuo, T. & Xue, C. J., 2022, MM '22 - Proceedings of the 30th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 3205–3213

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
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  12. 2021
  13. Published

    Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations

    Liu, Z., Cui, Y. & Chan, A. B., Jul 2021. 14 p.

    Research output: Conference PapersRGC 32 - Refereed conference paper (without host publication)peer-review

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  14. Published

    Fully Nested Neural Network for Adaptive Compression and Quantization

    Cui, Y., Liu, Z., Yao, W., Li, Q., Chan, A. B., Kuo, T. & Xue, C. J., Jan 2021, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2080-2087 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 13
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  15. Published

    Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression

    Cui, Y., Liu, Z., Li, Q., Chan, A. B. & Xue, C. J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2021. Institute of Electrical and Electronics Engineers, Inc., p. 2392-2401 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
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  16. Published

    FlashEmbedding: Storing embedding tables in SSD for large-scale recommender systems

    Wan, H., Sun, X., Cui, Y., Yang, C., Kuo, T. & Xue, C. J., 2021, APSys '21: Proceedings of the 12th ACM SIGOPS Asia-Pacific Workshop on Systems. Association for Computing Machinery, p. 9-16 (APSys - Proceedings of the ACM SIGOPS Asia-Pacific Workshop on Systems).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 11
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  17. 2020
  18. Published

    Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices

    Wu, C., Cui, Y., Ji, C., Kuo, T. & Xue, C. J., Nov 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 11, p. 3993-4005 9211447.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 9
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  19. Published

    Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash

    Li, Q., Ye, M., Cui, Y., Shi, L., Li, X., Kuo, T. & Xue, C. J., Oct 2020, Proceedings: 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture MICRO 2020. Institute of Electrical and Electronics Engineers, p. 483-495 09251942. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 29
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  20. Accepted/In press/Filed

    Artificial Neural Network Configuration And Deployment

    CHAN, A. B., CUI, Y., KUO, T., LI, Q., LIU, Z., XUE, C. J. & YAO, W., 24 Aug 2020, (Accepted/In press/Filed) Priority No. 17/000,612

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityU)

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  21. Published

    Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory

    Li, Q., Shi, L., Cui, Y. & Xue, C. J., Apr 2020, In: IEEE Transactions on Computers. 69, 4, p. 475-488 14 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 35
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  22. 2019
  23. Published

    Sentinel cells enabled fast read for NAND flash

    Li, Q., Ye, M., Cui, Y., Shi, L., Li, X. & Xue, C. J., Jul 2019, HotStorage'19: Proceedings of the 11th USENIX Conference on Hot Topics in Storage and File Systems. USENIX Association, (HotStorage: Proceedings of the USENIX Conference on Hot Topics in Storage and File Systems).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 13
    Check@CityULib
  24. Published

    A hardware-accelerated solution for hierarchical index-based merge-join (Extended Abstract)

    Zhou, Z., Yu, C., Nutanong, S., Cui, Y., Fu, C. & Xue, C. J., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering: ICDE 2019. Institute of Electrical and Electronics Engineers, Inc., p. 2137-2138 8731391. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
  25. Published

    Online Rare Category Detection for Edge Computing

    Cui, Y., Li, Q., Nutanong, S. & Xue, C. J., Mar 2019, Proceedings of the 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE). Institute of Electrical and Electronics Engineers, Inc., p. 1269-1272

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 2
    Check@CityULib
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