Zhongyi Lin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Sign Detection And Recognition

Learning Frameworks

Graphics Processing Units

Inference Process

Top Venues

IEEE Trans. Intell. Veh.

Publications

Zhongyi Lin, Ning Sun, Pallab Bhattacharya, Xizhou Feng, Louis Feng, John D. Owens
Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms. CoRR (2024)
Mingyu Liang, Wenyin Fu, Louis Feng, Zhongyi Lin, Pavani Panakanti, Srinivas Sridharan, Christina Delimitrou
Mystique: Accurate and Scalable Production AI Benchmarks Generation. CoRR (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)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. ISPASS (2022)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. CoRR (2022)
Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. HIPC (2022)
Zhongyi Lin, Evangelos Georganas, John D. Owens
Towards Flexible and Compiler-Friendly Layer Fusion for CNNs on Multicore CPUs. Euro-Par (2021)
Zhongyi Lin, Yang Cao, Huasheng Liu, Jin Li, Shuzhi Zhao
Research on Optimization of Urban Public Transport Network Based on Complex Network Theory. Symmetry 13 (12) (2021)
Zhongyi Lin, Matthew Yih, Jeffrey M. Ota, John D. Owens, Pinar Muyan-Özçelik
Benchmarking Deep Learning Frameworks and Investigating FPGA Deployment for Traffic Sign Classification and Detection. IEEE Trans. Intell. Veh. 4 (3) (2019)
Xiaoyun Wang, Zhongyi Lin, Carl Yang, John D. Owens
Accelerating DNN Inference with GraphBLAS and the GPU. HPEC (2019)
Zhongyi Lin, Jeffrey M. Ota, John D. Owens, Pinar Muyan-Özçelik
Benchmarking Deep Learning Frameworks with FPGA-suitable Models on a Traffic Sign Dataset. Intelligent Vehicles Symposium (2018)