Size Zheng

Orcid: 0000-0002-9471-1780

Affiliations:
  • Peking University, China


According to our database1, Size Zheng authored at least 12 papers between 2020 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Rubick: A Unified Infrastructure for Analyzing, Exploring, and Implementing Spatial Architectures via Dataflow Decomposition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2024

2023
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving.
CoRR, 2023

TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

ARES: A Mapping Framework of DNNs Towards Diverse PIMs with General Abstractions.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

Memory and Computation Coordinated Mapping of DNNs onto Complex Heterogeneous SoC.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Rubick: A Synthesis Framework for Spatial Architectures via Dataflow Decomposition.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training.
IEEE Trans. Parallel Distributed Syst., 2022

AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021
HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020
SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System.
Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020


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