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Meng Wu

Orcid: 0000-0002-9841-5962

Affiliations:
  • Chinese Academy of Sciences, SKLP, Institute of Computing Technology, Beijing, China
  • University of Chinese Academy of Sciences, Beijing, Chiana


According to our database1, Meng Wu authored at least 14 papers between 2018 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Multilayer Dataflow: Orchestrate Butterfly Sparsity to Accelerate Attention Computation.
[BibTeX]
[DOI]
Haibin Wu
,
Wenming Li
,
Kai Yan
,
Zhihua Fan
,
Peiyang Wu
,
Yuqun Liu
,
Yanhuan Liu
,
Ziqing Qiang
,
Meng Wu
,
Kunming Liu
,
Xiaochun Ye
,
Dongrui Fan
CoRR, 2024

Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels.
[BibTeX]
[DOI]
Meng Wu
,
Jingkai Qiu
,
Mingyu Yan
,
Wenming Li
,
Yang Zhang
,
Zhimin Zhang
,
Xiaochun Ye
,
Dongrui Fan
CoRR, 2024

A Comprehensive Survey on GNN Characterization.
[BibTeX]
[DOI]
Meng Wu
,
Mingyu Yan
,
Wenming Li
,
Xiaochun Ye
,
Dongrui Fan
,
Yuan Xie
CoRR, 2024

Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
[BibTeX]
[DOI]
Xin Liu
,
Yuxiang Zhang
,
Meng Wu
,
Mingyu Yan
,
Kun He
,
Wei Yan
,
Shirui Pan
,
Xiaochun Ye
,
Dongrui Fan
CoRR, 2024

Disttack: Graph Adversarial Attacks Toward Distributed GNN Training.
[BibTeX]
[DOI]
Yuxiang Zhang
,
Xin Liu
,
Meng Wu
,
Wei Yan
,
Mingyu Yan
,
Xiaochun Ye
,
Dongrui Fan
Proceedings of the Euro-Par 2024: Parallel Processing, 2024

ADE-HGNN: Accelerating HGNNs Through Attention Disparity Exploitation.
[BibTeX]
[DOI]
Dengke Han
,
Meng Wu
,
Runzhen Xue
,
Mingyu Yan
,
Xiaochun Ye
,
Dongrui Fan
Proceedings of the Euro-Par 2024: Parallel Processing, 2024

GDL-GNN: Applying GPU Dataloading of Large Datasets for Graph Neural Network Inference.
[BibTeX]
[DOI]
Haoran Dang
,
Meng Wu
,
Mingyu Yan
,
Xiaochun Ye
,
Dongrui Fan
Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2023
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation.
[BibTeX]
[DOI]
Zhihua Fan
,
Wenming Li
,
Zhen Wang
,
Tianyu Liu
,
Haibin Wu
,
Yanhuan Liu
,
Meng Wu
,
Xinxin Wu
,
Xiaochun Ye
,
Dongrui Fan
,
Ninghui Sun
,
Xuejun An
IEEE Trans. Parallel Distributed Syst., December, 2023

Characterizing and Understanding Defense Methods for GNNs on GPUs.
[BibTeX]
[DOI]
Meng Wu
,
Mingyu Yan
,
Xiaocheng Yang
,
Wenming Li
,
Zhimin Zhang
,
Xiaochun Ye
,
Dongrui Fan
IEEE Comput. Archit. Lett., 2023

2021
An efficient scheduling algorithm for dataflow architecture using loop-pipelining.
[BibTeX]
[DOI]
Yi Li
,
Meng Wu
,
Xiaochun Ye
,
Wenming Li
,
Rui Xue
,
Da Wang
,
Hao Zhang
,
Dongrui Fan
Inf. Sci., 2021

2020
An efficient dataflow accelerator for scientific applications.
[BibTeX]
[DOI]
Xiaochun Ye
,
Xu Tan
,
Meng Wu
,
Yujing Feng
,
Da Wang
,
Hao Zhang
,
Songwen Pei
,
Dongrui Fan
Future Gener. Comput. Syst., 2020

An Efficient Multicast Router using Shared-Buffer with Packet Merging for Dataflow Architecture.
[BibTeX]
[DOI]
Yi Li
,
Meng Wu
,
Wenming Li
,
Rui Xue
,
Dongrui Fan
,
Dan Li
,
Yuqing Ji
,
Xiaochun Ye
Proceedings of the 14th IEEE/ACM International Symposium on Networks-on-Chip, 2020

2019
Applying CNN on a scientific application accelerator based on dataflow architecture.
[BibTeX]
[DOI]
Xiaochun Ye
,
Taoran Xiang
,
Xu Tan
,
Yujing Feng
,
Haibin Wu
,
Meng Wu
,
Dongrui Fan
CCF Trans. High Perform. Comput., 2019

2018
Accelerating CNN Algorithm with Fine-Grained Dataflow Architectures.
[BibTeX]
[DOI]
Taoran Xiang
,
Yujing Feng
,
Xiaochun Ye
,
Xu Tan
,
Wenming Li
,
Yatao Zhu
,
Meng Wu
,
Hao Zhang
,
Dongrui Fan
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018


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