Mingyu Gao

According to our database, Mingyu Gao authored at least 31 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

A system capable of verifiably and privately screening global DNA synthesis.

Carsten Baum, Jens Berlips, Walther Chen, Hongrui Cui, Ivan Damgård, Jiangbin Dong, Kevin M. Esvelt, Mingyu Gao, Dana Gretton, Leonard Foner, Martin Kysel, Kaiyi Zhang, Juanru Li, Xiang Li, Omer Paneth, Ronald L. Rivest, Francesca Sage-Ling, Adi Shamir, Yue Shen, Meicen Sun, Vinod Vaikuntanathan, Lynn Van Hauwe, Theia Vogel, Benjamin Weinstein-Raun, Yun Wang, Daniel Wichs, Stephen Wooster, Andrew C. Yao, Yu Yu, Haoling Zhang

CoRR, 2024

Trimma: Trimming Metadata Storage and Latency for Hybrid Memory Systems.

Yiwei Li, Boyu Tian, Mingyu Gao

CoRR, 2024

Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators.

Jingwei Cai, Zuotong Wu, Sen Peng, Yuchen Wei, Zhanhong Tan, Guiming Shi, Mingyu Gao, Kaisheng Ma

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections.

Haojie Wang, Jidong Zhai, Mingyu Gao, Feng Zhang, Tuowei Wang, Zixuan Ma, Shizhi Tang, Liyan Zheng, Wen Wang, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia

IEEE Trans. Computers, December, 2023

SODA: A Set of Fast Oblivious Algorithms in Distributed Secure Data Analytics.

Xiang Li, Nuozhou Sun, Yunqian Luo, Mingyu Gao

Proc. VLDB Endow., 2023

FLARE: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework (Flavor: Systems).

Xiang Li, Fabing Li, Mingyu Gao

Proc. VLDB Endow., 2023

When Tree Meets Hash: Reducing Random Reads for Index Structures on Persistent Memories.

Ke Wang, Guanqun Yang, Yiwei Li, Huanchen Zhang, Mingyu Gao

Proc. ACM Manag. Data, 2023

KAPLA: Pragmatic Representation and Fast Solving of Scalable NN Accelerator Dataflow.

Zhiyao Li, Mingyu Gao

CoRR, 2023

Honeycomb: Secure and Efficient GPU Executions via Static Validation.

Haohui Mai, Jiacheng Zhao, Hongren Zheng, Yiyang Zhao, Zibin Liu, Mingyu Gao, Cong Wang, Huimin Cui, Xiaobing Feng, Christos Kozyrakis

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Baryon: Efficient Hybrid Memory Management with Compression and Sub-Blocking.

Yiwei Li, Mingyu Gao

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

ABNDP: Co-optimizing Data Access and Load Balance in Near-Data Processing.

Boyu Tian, Qihang Chen, Mingyu Gao

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

GZKP: A GPU Accelerated Zero-Knowledge Proof System.

Weiliang Ma, Qian Xiong, Xuanhua Shi, Xiaosong Ma, Hai Jin, Haozhao Kuang, Mingyu Gao, Ye Zhang, Haichen Shen, Weifang Hu

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

Spada: Accelerating Sparse Matrix Multiplication with Adaptive Dataflow.

Zhiyao Li, Jiaxiang Li, Taijie Chen, Dimin Niu, Hongzhong Zheng, Yuan Xie, Mingyu Gao

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

Secure MLaaS with Temper: Trusted and Efficient Model Partitioning and Enclave Reuse.

Fabing Li, Xiang Li, Mingyu Gao

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

PPMLAC: high performance chipset architecture for secure multi-party computation.

Xing Zhou, Zhilei Xu, Cong Wang, Mingyu Gao

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

ShEF: shielded enclaves for cloud FPGAs.

Mark Zhao, Mingyu Gao, Christos Kozyrakis

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

FINGERS: exploiting fine-grained parallelism in graph mining accelerators.

Qihang Chen, Boyu Tian, Mingyu Gao

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections.

Haojie Wang, Jidong Zhai, Mingyu Gao, Zixuan Ma, Shizhi Tang, Liyan Zheng, Yuanzhi Li, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture.

Ye Zhang, Shuo Wang, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc.

Zhihao Jia, Sina Lin, Mingyu Gao, Matei Zaharia, Alex Aiken

Proceedings of the Third Conference on Machine Learning and Systems, 2020

Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators.

Xuan Yang, Mingyu Gao, Qiaoyi Liu, Jeff Setter, Jing Pu, Ankita Nayak, Steven Bell, Kaidi Cao, Heonjae Ha, Priyanka Raina, Christos Kozyrakis, Mark Horowitz

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

Optimizing DNN Computation with Relaxed Graph Substitutions.

Zhihao Jia, James Thomas, Todd Warszawski, Mingyu Gao, Matei Zaharia, Alex Aiken

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

TANGRAM: Optimized Coarse-Grained Dataflow for Scalable NN Accelerators.

Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, Christos Kozyrakis

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

DNN Dataflow Choice Is Overrated.

Xuan Yang, Mingyu Gao, Jing Pu, Ankita Nayak, Qiaoyi Liu, Steven Bell, Jeff Setter, Kaidi Cao, Heonjae Ha, Christos Kozyrakis, Mark Horowitz

CoRR, 2018

GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition.

Mingxing Zhang, Youwei Zhuo, Chao Wang, Mingyu Gao, Yongwei Wu, Kang Chen, Christos Kozyrakis, Xuehai Qian

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2017

DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric.

Mingyu Gao, Christina Delimitrou, Dimin Niu, Krishna T. Malladi, Hongzhong Zheng, Bob Brennan, Christos Kozyrakis

IEEE Micro, 2017

3D nanosystems enable <i>embedded</i> abundant-data computing: special session paper.

William Hwang, Mohamed M. Sabry Aly, Yash H. Malviya, Mingyu Gao, Tony F. Wu, Christos Kozyrakis, H.-S. Philip Wong, Subhasish Mitra

Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017

TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory.

Mingyu Gao, Jing Pu, Xuan Yang, Mark Horowitz, Christos Kozyrakis

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

HRL: Efficient and flexible reconfigurable logic for near-data processing.

Mingyu Gao, Christos Kozyrakis

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015

Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x.

Mohamed M. Sabry, Mingyu Gao, Gage Hills, Chi-Shuen Lee, Greg Pitner, Max M. Shulaker, Tony F. Wu, Mehdi Asheghi, Jeffrey Bokor, Franz Franchetti, Kenneth E. Goodson, Christos Kozyrakis, Igor L. Markov, Kunle Olukotun, Larry T. Pileggi, Eric Pop, Jan M. Rabaey, Christopher Ré, H.-S. Philip Wong, Subhasish Mitra

Computer, 2015

Practical Near-Data Processing for In-Memory Analytics Frameworks.

Mingyu Gao, Grant Ayers, Christos Kozyrakis

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015