Mingyu Liang

According to our database, Mingyu Liang authored at least 23 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data.

Yvonne Zhou, Mingyu Liang, Ivan Brugere, Dana Dachman-Soled, Danial Dervovic, Antigoni Polychroniadou, Min Wu

CoRR, 2024

2023

<i>E</i>-value: a superior alternative to <i>P</i>-value and its adjustments in DNA methylation studies.

Yifan Yang, Haoyuan Liu, Yi Liu, Liyuan Zhou, Xiaoqi Zheng, Rongxian Yue, David L. Mattson, Srividya Kidambi, Mingyu Liang, Pengyuan Liu, Xiaoqing Pan

Briefings Bioinform., July, 2023

On the Privacy of Sublinear-Communication Jaccard Index Estimation via Min-hash Sketching.

Seung Geol Choi, Dana Dachman-Soled, Mingyu Liang, Linsheng Liu, Arkady Yerukhimovich

IACR Cryptol. ePrint Arch., 2023

Mystique: Accurate and Scalable Production AI Benchmarks Generation.

Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Srinivas Sridharan, Christina Delimitrou

CoRR, 2023

Mystique: Enabling Accurate and Scalable Generation of Production AI Benchmarks.

Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Shengbao Zheng, Srinivas Sridharan, Christina Delimitrou

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract).

Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

3D-Printed Wideband Implantable Cavity Antenna with Transmission Improvement.

Li-Jie Xu, Xiao-Wei Zhu, Mingyu Liang, Mengyao Huang

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Ditto: End-to-End Application Cloning for Networked Cloud Services.

Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

A High-Performance Index for Real-Time Matrix Retrieval.

Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia

IEEE Trans. Knowl. Data Eng., 2022

Enabling Practical Cloud Performance Debugging with Unsupervised Learning.

Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou

ACM SIGOPS Oper. Syst. Rev., 2022

(∈, δ)-Indistinguishable Mixing for Cryptocurrencies.

Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia

Proc. Priv. Enhancing Technol., 2022

Practical and Scalable ML-Driven Cloud Performance Debugging With Sage.

Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou

IEEE Micro, 2022

More Efficient (Reusable) Private Set Union.

S. Dov Gordon, Carmit Hazay, Phi Hung Le, Mingyu Liang

IACR Cryptol. ePrint Arch., 2022

End-to-End Application Cloning for Distributed Cloud Microservices with Ditto.

Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou

CoRR, 2022

2021

(ε, δ)-indistinguishable Mixing for Cryptocurrencies.

Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia

IACR Cryptol. ePrint Arch., 2021

Spreading the Privacy Blanket: Differentially Oblivious Shuffling for Differential Privacy.

S. Dov Gordon, Jonathan Katz, Mingyu Liang, Jiayu Xu

IACR Cryptol. ePrint Arch., 2021

Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices.

Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou

CoRR, 2021

Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices.

Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou

CoRR, 2021

Sage: practical and scalable ML-driven performance debugging in microservices.

Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2019

When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management.

Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo

Proceedings of the 48th International Conference on Parallel Processing, 2019

Aucher: Multi-modal Queries on Live Audio Streams in Real-Time.

Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

A comprehensive evaluation of alignment software for reduced representation bisulfite sequencing data.

Xiwei Sun, Yi Han, Liyuan Zhou, Enguo Chen, Bingjian Lu, Yong Liu, Xiaoqing Pan, Allen W. Cowley Jr., Mingyu Liang, Qingbiao Wu, Yan Lu, Pengyuan Liu

Bioinform., 2018

2015

Improved rat genome gene prediction by integration of ESTs with RNA-Seq information.

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, Pengyuan Liu, Yan Lu

Bioinform., 2015