Mingyu Gao

According to our database, Mingyu Gao authored at least 12 papers between 2015 and 2020.

Collaborative distances:

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

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 Machine Learning and Systems 2020, 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 J. Thomas, Todd Warszawski, Mingyu Gao, Matei Zaharia, Alex Aiken

Proceedings of Machine Learning and Systems 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