Meng Wu

21 papers Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A GCN Accelerator with Unified Architecture.
ICA3PP (1)
Meng Wu, Mingyu Yan, Lei Deng, Wenming Li, Zhimin Zhang, Xiaochun Ye, Dongrui Fan
2025 J jnl
DFU-E: A Dataflow Architecture for Edge DSP and AI Applications.
IEEE Trans. Parallel Distributed Syst.
Wenming Li, Zhihua Fan, Tianyu Liu, Zhen Wang, Haibin Wu, Meng Wu, Kunming Zhang, Yanhuan Liu, Ninghui Sun, Xiaochun Ye, Dongrui Fan
2025 J jnl
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
IEEE Trans. Knowl. Data Eng.
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2025 J jnl
Survey on Characterizing and Understanding GNNs From a Computer Architecture Perspective.
IEEE Trans. Parallel Distributed Syst.
Meng Wu, Mingyu Yan, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
2024 J jnl
A Comprehensive Survey on GNN Characterization.
CoRR
Meng Wu, Mingyu Yan, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
2024 — conf
ADE-HGNN: Accelerating HGNNs Through Attention Disparity Exploitation.
Euro-Par (2)
Dengke Han, Meng Wu, Runzhen Xue, Mingyu Yan, Xiaochun Ye, Dongrui Fan
2024 J jnl
ADE-HGNN: Accelerating HGNNs through Attention Disparity Exploitation.
CoRR
Dengke Han, Meng Wu, Runzhen Xue, Mingyu Yan, Xiaochun Ye, Dongrui Fan
2024 — conf
Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels.
ICA3PP (3)
Meng Wu, Jingkai Qiu, Mingyu Yan, Wenming Li, Yang Zhang, Zhimin Zhang, Xiaochun Ye, Dongrui Fan
2024 J jnl
Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels.
CoRR
Meng Wu, Jingkai Qiu, Mingyu Yan, Wenming Li, Yang Zhang, Zhimin Zhang, Xiaochun Ye, Dongrui Fan
2024 — conf
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training.
Euro-Par (2)
Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan
2024 J jnl
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training.
CoRR
Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan
2024 — conf
GDL-GNN: Applying GPU Dataloading of Large Datasets for Graph Neural Network Inference.
Euro-Par (2)
Haoran Dang, Meng Wu, Mingyu Yan, Xiaochun Ye, Dongrui Fan
2024 J jnl
Multilayer Dataflow: Orchestrate Butterfly Sparsity to Accelerate Attention Computation.
CoRR
Haibin Wu, Wenming Li, Kai Yan, Zhihua Fan, Peiyang Wu, Yuqun Liu, Yanhuan Liu, Ziqing Qiang, Meng Wu, Kunming Liu, Xiaochun Ye, Dongrui Fan
2024 J jnl
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
CoRR
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2023 J jnl
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation.
IEEE Trans. Parallel Distributed Syst.
Zhihua Fan, Wenming Li, Zhen Wang, Tianyu Liu, Haibin Wu, Yanhuan Liu, Meng Wu, Xinxin Wu, Xiaochun Ye, Dongrui Fan, Ninghui Sun, Xuejun An
2023 J jnl
Characterizing and Understanding Defense Methods for GNNs on GPUs.
IEEE Comput. Archit. Lett.
Meng Wu, Mingyu Yan, Xiaocheng Yang, Wenming Li, Zhimin Zhang, Xiaochun Ye, Dongrui Fan
2021 J jnl
An efficient scheduling algorithm for dataflow architecture using loop-pipelining.
Inf. Sci.
Yi Li, Meng Wu, Xiaochun Ye, Wenming Li, Rui Xue, Da Wang, Hao Zhang, Dongrui Fan
2020 — conf
An Efficient Multicast Router using Shared-Buffer with Packet Merging for Dataflow Architecture.
NOCS
Yi Li, Meng Wu, Wenming Li, Rui Xue, Dongrui Fan, Dan Li, Yuqing Ji, Xiaochun Ye
2020 J jnl
An efficient dataflow accelerator for scientific applications.
Future Gener. Comput. Syst.
Xiaochun Ye, Xu Tan, Meng Wu, Yujing Feng, Da Wang, Hao Zhang, Songwen Pei, Dongrui Fan
2019 J jnl
Applying CNN on a scientific application accelerator based on dataflow architecture.
CCF Trans. High Perform. Comput.
Xiaochun Ye, Taoran Xiang, Xu Tan, Yujing Feng, Haibin Wu, Meng Wu, Dongrui Fan
2018 — conf
Accelerating CNN Algorithm with Fine-Grained Dataflow Architectures.
HPCC/SmartCity/DSS
Taoran Xiang, Yujing Feng, Xiaochun Ye, Xu Tan, Wenming Li, Yatao Zhu, Meng Wu, Hao Zhang, Dongrui Fan