Mingyu Liang

30 papers A* 5B 2Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training.
MLSys
Mingyu Liang, Hiwot Tadese Kassa, Wenyin Fu, Brian Coutinho, Louis Feng, Christina Delimitrou
2025 J jnl
Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training.
CoRR
Mingyu Liang, Hiwot Tadese Kassa, Wenyin Fu, Brian Coutinho, Louis Feng, Christina Delimitrou
2024 J jnl
Anonymous Outsourced Statekeeping with Reduced Server Storage.
IACR Cryptol. ePrint Arch.
Dana Dachman-Soled, Esha Ghosh, Mingyu Liang, Ian Miers, Michael Rosenberg
2024 A* conf
Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data.
ICML
Yvonne Zhou, Mingyu Liang, Ivan Brugere, Danial Dervovic, Antigoni Polychroniadou, Min Wu, Dana Dachman-Soled
2024 J jnl
Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data.
CoRR
Yvonne Zhou, Mingyu Liang, Ivan Brugere, Dana Dachman-Soled, Danial Dervovic, Antigoni Polychroniadou, Min Wu
2024 J jnl
CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations.
CoRR
Yuchen Fan, Xin Zhong, Heng Zhou, Yuchen Zhang, Mingyu Liang, Chengxing Xie, Ermo Hua, Ning Ding, Bowen Zhou
2024 J jnl
End-to-End Cloud Application Cloning With Ditto.
IEEE Micro
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou
2024 J jnl
On the Privacy of Sublinear-Communication Jaccard Index Estimation via Min-hash.
IACR Commun. Cryptol.
Mingyu Liang, Seung Geol Choi, Dana Dachman-Soled, Linsheng Liu, Arkady Yerukhimovich
2023 — conf
3D-Printed Wideband Implantable Cavity Antenna with Transmission Improvement.
BioCAS
Li-Jie Xu, Xiao-Wei Zhu, Mingyu Liang, Mengyao Huang
2023 A* conf
A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract).
ICDE
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
2023 — conf
Ditto: End-to-End Application Cloning for Networked Cloud Services.
ASPLOS (2)
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou
2023 J jnl
Mystique: Accurate and Scalable Production AI Benchmarks Generation.
CoRR
Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Srinivas Sridharan, Christina Delimitrou
2023 A* conf
Mystique: Enabling Accurate and Scalable Generation of Production AI Benchmarks.
ISCA
Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Shengbao Zheng, Srinivas Sridharan, Christina Delimitrou
2023 J jnl
On the Privacy of Sublinear-Communication Jaccard Index Estimation via Min-hash Sketching.
IACR Cryptol. ePrint Arch.
Seung Geol Choi, Dana Dachman-Soled, Mingyu Liang, Linsheng Liu, Arkady Yerukhimovich
2022 J jnl
(∈, δ)-Indistinguishable Mixing for Cryptocurrencies.
Proc. Priv. Enhancing Technol.
Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia
2022 J jnl
A High-Performance Index for Real-Time Matrix Retrieval.
IEEE Trans. Knowl. Data Eng.
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
2022 J jnl
Enabling Practical Cloud Performance Debugging with Unsupervised Learning.
ACM SIGOPS Oper. Syst. Rev.
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2022 J jnl
End-to-End Application Cloning for Distributed Cloud Microservices with Ditto.
CoRR
Mingyu Liang, Yu Gan, Yueying Li, Carlos Torres, Abhishek Dhanotia, Mahesh Ketkar, Christina Delimitrou
2022 J jnl
More Efficient (Reusable) Private Set Union.
IACR Cryptol. ePrint Arch.
S. Dov Gordon, Carmit Hazay, Phi Hung Le, Mingyu Liang
2022 J jnl
Practical and Scalable ML-Driven Cloud Performance Debugging With Sage.
IEEE Micro
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2022 B conf
Spreading the Privacy Blanket: - Differentially Oblivious Shuffling for Differential Privacy.
ACNS
S. Dov Gordon, Jonathan Katz, Mingyu Liang, Jiayu Xu
2021 J jnl
(ε, δ)-indistinguishable Mixing for Cryptocurrencies.
IACR Cryptol. ePrint Arch.
Mingyu Liang, Ioanna Karantaidou, Foteini Baldimtsi, S. Dov Gordon, Mayank Varia
2021 J jnl
Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices.
CoRR
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 J jnl
Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices.
CoRR
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 A* conf
Sage: practical and scalable ML-driven performance debugging in microservices.
ASPLOS
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 J jnl
Spreading the Privacy Blanket: Differentially Oblivious Shuffling for Differential Privacy.
IACR Cryptol. ePrint Arch.
S. Dov Gordon, Jonathan Katz, Mingyu Liang, Jiayu Xu
2019 A* conf
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time.
ICDE
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li
2019 B conf
When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management.
ICPP
Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo
2018 J jnl
A comprehensive evaluation of alignment software for reduced representation bisulfite sequencing data.
Bioinform.
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
2015 J jnl
Improved rat genome gene prediction by integration of ESTs with RNA-Seq information.
Bioinform.
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