Dr. CUI Yufei (崔宇飛)

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 1

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

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

Liu, Z., Cui, Y. & Chan, A. B., Jul 2021, ICML workshop on Adversarial Machine Learning. 14 p.

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 6

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. IEEE, p. 2392-2401 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 1

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 5

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 12

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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 9

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. IEEE, p. 2137-2138 8731391. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 1

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). IEEE, p. 1269-1272

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

Scopus citations: 1