Xin Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Design Space Exploration

Sampling Algorithm

Top Venues

Neuromorph. Comput. Eng.

Publications

Duo Wang, Mingyu Yan, Yihan Teng, Dengke Han, Xin Liu, Wenming Li, Xiaochun Ye, Dongrui Fan
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack. CoRR (2024)
Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives. CoRR (2023)
Duo Wang, Mingyu Yan, Xin Liu, Mo Zou, Tianyu Liu, Wenming Li, Xiaochun Ye, Dongrui Fan
A High-accurate Multi-objective Exploration Framework for Design Space of CPU. DAC (2023)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. IJCAI (2022)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey. IEEE CAA J. Autom. Sinica 9 (2) (2022)
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan
GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware. ECML/PKDD (5) (2022)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. CoRR (2022)
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan
Rethinking Efficiency and Redundancy in Training Large-scale Graphs. CoRR (2022)
Xin Liu, Mingyu Yan, Lei Deng, Yujie Wu, De Han, Guoqi Li, Xiaochun Ye, Dongrui Fan
General spiking neural network framework for the learning trajectory from a noisy mmWave radar. Neuromorph. Comput. Eng. 2 (2) (2022)
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan
GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and Hardware. CoRR (2021)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
Sampling methods for efficient training of graph convolutional networks: A survey. CoRR (2021)
Zhihang Yuan, Xin Liu, Bingzhe Wu, Guangyu Sun
ENAS4D: Efficient Multi-stage CNN Architecture Search for Dynamic Inference. CoRR (2020)