Mingyu Liang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Differential Privacy

Unsupervised Learning

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Dana Dachman-Soled, Esha Ghosh, Mingyu Liang, Ian Miers, Michael Rosenberg
Anonymous Outsourced Statekeeping with Reduced Server Storage. IACR Cryptol. ePrint Arch. 2024 (2024)
Yvonne Zhou, Mingyu Liang, Ivan Brugere, Dana Dachman-Soled, Danial Dervovic, Antigoni Polychroniadou, Min Wu
Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data. CoRR (2024)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract). ICDE (2023)
Seung Geol Choi, Dana Dachman-Soled, Mingyu Liang, Linsheng Liu, Arkady Yerukhimovich
On the Privacy of Sublinear-Communication Jaccard Index Estimation via Min-hash Sketching. IACR Cryptol. ePrint Arch. 2023 (2023)
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou
Ditto: End-to-End Application Cloning for Networked Cloud Services. ASPLOS (2) (2023)
Yifan Yang, Haoyuan Liu, Yi Liu, Liyuan Zhou, Xiaoqi Zheng, Rongxian Yue, David L. Mattson, Srividya Kidambi, Mingyu Liang, Pengyuan Liu, Xiaoqing Pan
-value and its adjustments in DNA methylation studies. Briefings Bioinform. 24 (4) (2023)
Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Srinivas Sridharan, Christina Delimitrou
Mystique: Accurate and Scalable Production AI Benchmarks Generation. CoRR (2023)
Li-Jie Xu, Xiao-Wei Zhu, Mingyu Liang, Mengyao Huang
3D-Printed Wideband Implantable Cavity Antenna with Transmission Improvement. BioCAS (2023)
Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Shengbao Zheng, Srinivas Sridharan, Christina Delimitrou
Mystique: Enabling Accurate and Scalable Generation of Production AI Benchmarks. ISCA (2023)
S. Dov Gordon, Jonathan Katz, Mingyu Liang, Jiayu Xu
Spreading the Privacy Blanket: - Differentially Oblivious Shuffling for Differential Privacy. ACNS (2022)
S. Dov Gordon, Carmit Hazay, Phi Hung Le, Mingyu Liang
More Efficient (Reusable) Private Set Union. IACR Cryptol. ePrint Arch. 2022 (2022)
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
Enabling Practical Cloud Performance Debugging with Unsupervised Learning. ACM SIGOPS Oper. Syst. Rev. 56 (1) (2022)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
A High-Performance Index for Real-Time Matrix Retrieval. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Danotia, Mahesh Ketkar, Christina Delimitrou
End-to-End Application Cloning for Distributed Cloud Microservices with Ditto. CoRR (2022)
Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia
(∈, δ)-Indistinguishable Mixing for Cryptocurrencies. Proc. Priv. Enhancing Technol. 2022 (1) (2022)
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
Practical and Scalable ML-Driven Cloud Performance Debugging With Sage. IEEE Micro 42 (4) (2022)
S. Dov Gordon, Jonathan Katz, Mingyu Liang, Jiayu Xu
Spreading the Privacy Blanket: Differentially Oblivious Shuffling for Differential Privacy. IACR Cryptol. ePrint Arch. 2021 (2021)
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
Sage: practical and scalable ML-driven performance debugging in microservices. ASPLOS (2021)
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices. CoRR (2021)
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices. CoRR (2021)
Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia
(ε, δ)-indistinguishable Mixing for Cryptocurrencies. IACR Cryptol. ePrint Arch. 2021 (2021)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time. ICDE (2019)
Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo
When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. ICPP (2019)
Xiwei Sun, Yi Han, Liyuan Zhou, Enguo Chen, Bingjian Lu, Yong Liu, Xiaoqing Pan, Allen W. Cowley Jr., Mingyu Liang, Qingbiao Wu, Yan Lu, Peng-Yuan Liu
A comprehensive evaluation of alignment software for reduced representation bisulfite sequencing data. Bioinform. 34 (16) (2018)
Liping Li, Enguo Chen, Chun Yang, Jun Zhu, Pushkala Jayaraman, Jeff de Pons, Catherine C. Kaczorowski, Howard J. Jacob, Andrew S. Greene, Matthew R. Hodges, Allen W. Cowley Jr., Mingyu Liang, Haiming Xu, Peng-Yuan Liu, Yan Lu
Improved rat genome gene prediction by integration of ESTs with RNA-Seq information. Bioinform. 31 (1) (2015)