Dr. CUI Yufei (崔宇飛)
Research Output
- 2023
- 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 others , May 2023, The Eleventh International Conference on Learning Representations. 11 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2022
- 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 others , Nov 2022. 4 p.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
- 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. 2188–2200Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - 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. 1290-1301Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 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. 1492-1506Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 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 others , 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 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - 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. 3205–3213Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - 2021
- 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 Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 11 - 2020
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 29 - 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. 17/000,612Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityU)
- 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 Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - 2019
- 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 13 - 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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - 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. 1269-1272Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2