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2020 – today
- 2023
[c8]Yaoyao Ding, Cody Hao Yu, Bojian Zheng, Yizhi Liu, Yida Wang, Gennady Pekhimenko:
Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs. ASPLOS (2) 2023: 370-384- [c7]Bojian Zheng
, Cody Hao Yu, Jie Wang, Yaoyao Ding, Yizhi Liu, Yida Wang, Gennady Pekhimenko:
Grape: Practical and Efficient Graphed Execution for Dynamic Deep Neural Networks on GPUs. MICRO 2023: 1364-1380 - 2022
- [c6]Ao Li, Bojian Zheng, Gennady Pekhimenko, Fan Long:
Automatic Horizontal Fusion for GPU Kernels. CGO 2022: 14-27 - [c5]Bojian Zheng, Ziheng Jiang, Cody Hao Yu, Haichen Shen, Joshua Fromm, Yizhi Liu, Yida Wang, Luis Ceze, Tianqi Chen, Gennady Pekhimenko:
DietCode: Automatic Optimization for Dynamic Tensor Programs. MLSys 2022 - [c4]Muralidhar Andoorveedu, Zhanda Zhu, Bojian Zheng, Gennady Pekhimenko:
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction. NeurIPS 2022 - [i5]Yaoyao Ding, Cody Hao Yu, Bojian Zheng, Yizhi Liu, Yida Wang, Gennady Pekhimenko:
Hidet: Task Mapping Programming Paradigm for Deep Learning Tensor Programs. CoRR abs/2210.09603 (2022) - [i4]Muralidhar Andoorveedu, Zhanda Zhu, Bojian Zheng, Gennady Pekhimenko:
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction. CoRR abs/2210.10246 (2022) - 2020
- [c3]Bojian Zheng, Nandita Vijaykumar, Gennady Pekhimenko:
Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training. ISCA 2020: 1089-1102 - [i3]Ao Li, Bojian Zheng, Gennady Pekhimenko, Fan Long:
Automatic Horizontal Fusion for GPU Kernels. CoRR abs/2007.01277 (2020)
2010 – 2019
- 2018
- [c2]Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Anand Jayarajan, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko:
Benchmarking and Analyzing Deep Neural Network Training. IISWC 2018: 88-100 - [i2]Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko:
TBD: Benchmarking and Analyzing Deep Neural Network Training. CoRR abs/1803.06905 (2018) - [i1]Bojian Zheng, Akshay Nair, Qiongsi Wu, Nandita Vijaykumar, Gennady Pekhimenko:
EcoRNN: Fused LSTM RNN Implementation with Data Layout Optimization. CoRR abs/1805.08899 (2018) - 2017
- [c1]Mostafa Mahmoud, Bojian Zheng, Alberto Delmas Lascorz, Felix Heide, Jonathan Assouline, Paul Boucher, Emmanuel Onzon, Andreas Moshovos:
IDEAL: image denoising accelerator. MICRO 2017: 82-95
Coauthor Index
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