Liyan Zheng

Orcid: 0000-0001-7327-748X

Affiliations:
  • Tsinghua University, Beijing, China


According to our database1, Liyan Zheng authored at least 15 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Optimal Kernel Orchestration for Tensor Programs with Korch.
CoRR, 2024

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Optimal Kernel Orchestration for Tensor Programs with Korch.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023
Optimizing DNNs With Partially Equivalent Transformations and Automated Corrections.
IEEE Trans. Computers, December, 2023

PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR.
CoRR, 2023

EINNET: Optimizing Tensor Programs with Derivation-Based Transformations.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

2022
Detecting Performance Variance for Parallel Applications Without Source Code.
IEEE Trans. Parallel Distributed Syst., 2022

Leveraging Code Snippets to Detect Variations in the Performance of HPC Systems.
IEEE Trans. Parallel Distributed Syst., 2022

OLLIE: Derivation-based Tensor Program Optimizer.
CoRR, 2022

Vapro: performance variance detection and diagnosis for production-run parallel applications.
Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

BaGuaLu: targeting brain scale pretrained models with over 37 million cores.
Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

FreeTensor: a free-form DSL with holistic optimizations for irregular tensor programs.
Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 2022

2021
Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From Tsinghua University.
IEEE Trans. Parallel Distributed Syst., 2021

PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections.
Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

2019
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., 2019


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