Yan, Mingyu
- Simple and Efficient Heterogeneous Graph Neural Network
2022/07/06 by Xiaocheng Yang, Yang, Xiaocheng, Mingyu Yan +7 · 11 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- HyGCN: A GCN Accelerator with Hybrid Architecture
2020/01/07 by Mingyu Yan, Lei Deng, Yan, Mingyu +15 · 3 citations
Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Advanced Memory and Neural Computing
- Sampling methods for efficient training of graph convolutional networks: A survey
2021/03/10 by Liu, Xin, Yan, Mingyu, Deng, Lei +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Characterizing and Understanding GCNs on GPU
2020/01/28 by Yan, Mingyu, Chen, Zhaodong, Deng, Lei +4 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- HiHGNN: Accelerating HGNNs through Parallelism and Data Reusability Exploitation
2023/07/24 by Xue, Runzhen, Han, Dengke, Yan, Mingyu +8 · 2 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Cloud Behaviour on Tidally Locked Rocky Planets from Global High-resolution Modeling
2023/06/21 by Yang, Jun, Zhang, Yixiao, Fu, Zuntao +6 · 1 citation
#Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences
- Survey on Characterizing and Understanding GNNs from a Computer Architecture Perspective
2024/08/04 by Meng Wu, Wu, Meng, Ming Yan +8 · 2 citations
Engineering · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT-based Smart Home Systems #Robotics and Automated Systems
- Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack
2024/03/10 by Liu, Xin, Zhang, Yuxiang, Wu, Meng +6 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs
2024/12/16 by Zhang, Taiyan, Yang, Renchi, Lai, Yurui +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Characterizing and Understanding HGNNs on GPUs
2022/08/09 by Mingyu Yan, Yan, Mingyu, Mo Zou +11 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
- A Comprehensive Survey on Distributed Training of Graph Neural Networks
2022/11/10 by Haiyang Lin, Mingyu Yan, Lin, Haiyang +11 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)
- Large Processor Chip Model
2025/06/03 by Chang, Kaiyan, Chen, Mingzhi, Chen, Yunji +40 · 2 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- A Systematic Characterization of LLM Inference on GPUs
2025/12/01 by Haonan Wang, Wang, Haonan, Xiao, Xuxin +17 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science