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2020 – today
- 2023
[j5]Zixuan Ma, Yuyang Jin, Shizhi Tang, Haojie Wang, Wei-Cheng Xue
, Jidong Zhai, Wei-Min Zheng:
Unified Programming Models for Heterogeneous High-Performance Computers. J. Comput. Sci. Technol. 38(1): 211-218 (2023)- [j4]Huanqi Cao, Shizhi Tang, Qianchao Zhu, Bowen Yu, Wenguang Chen:
Mat2Stencil: A Modular Matrix-Based DSL for Explicit and Implicit Matrix-Free PDE Solvers on Structured Grid. Proc. ACM Program. Lang. 7(OOPSLA2): 686-715 (2023) - [j3]Haojie Wang, Jidong Zhai, Mingyu Gao, Feng Zhang, Tuowei Wang, Zixuan Ma, Shizhi Tang, Liyan Zheng, Wen Wang, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia:
Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections. IEEE Trans. Computers 72(12): 3546-3560 (2023) - [c4]Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shuhong Huang, Xupeng Miao, Shizhi Tang, Kezhao Huang, Zhihao Jia:
EINNET: Optimizing Tensor Programs with Derivation-Based Transformations. OSDI 2023: 739-755 - [i3]Zixuan Ma, Haojie Wang, Jingze Xing, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Shizhi Tang, Penghan Wang, Jidong Zhai:
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR. CoRR abs/2307.04995 (2023) - 2022
- [c3]Shizhi Tang, Jidong Zhai, Haojie Wang, Lin Jiang, Liyan Zheng, Zhenhao Yuan, Chen Zhang:
FreeTensor: a free-form DSL with holistic optimizations for irregular tensor programs. PLDI 2022: 872-887 - [c2]Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen:
BaGuaLu: targeting brain scale pretrained models with over 37 million cores. PPoPP 2022: 192-204 - [i2]Huanqi Cao, Shizhi Tang, Bowen Yu, Wenguang Chen:
Programming Matrices as Staged Sparse Rows to Generate Efficient Matrix-free Differential Equation Solver. CoRR abs/2204.13304 (2022) - [i1]Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shizhi Tang, Lei Xie, Kezhao Huang, Zhihao Jia:
OLLIE: Derivation-based Tensor Program Optimizer. CoRR abs/2208.02025 (2022) - 2021
- [c1]Haojie Wang, Jidong Zhai, Mingyu Gao, Zixuan Ma, Shizhi Tang, Liyan Zheng, Yuanzhi Li, Kaiyuan Rong, Yuanyong Chen, Zhihao Jia:
PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections. OSDI 2021: 37-54
2010 – 2019
- 2019
- [j2]Cong Zhang, Haitian Pang, Jiangchuan Liu, Shizhi Tang, Rui-Xiao Zhang, Dan Wang, Lifeng Sun:
Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning. IEEE Access 7: 152832-152846 (2019) - [j1]Jiaao He, Chenggang Zhao, Jiping Yu, Xinjian Yu, Liyan Zheng, Chenyao Lou, Shizhi Tang, Wentao Han, Jidong Zhai:
Student Cluster Competition 2018, Team Tsinghua University: Reproducing performance of multi-physics simulations of the Tsunamigenic 2004 Sumatra megathrust earthquake on the Intel Skylake Architecture. Parallel Comput. 90 (2019)
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