Mengtian Yang

1. SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning
   2022/01/31 by Zihui Xue, Yuedong Yang, Xue, Zihui +5 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques
2. Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
   2021/10/08 by Yangjie Zhou, Mengtian Yang, Zhou, Yangjie +13 · 3 citations
   Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
3. NAAS: Neural Accelerator Architecture Search
   2021/05/27 by Yujun Lin, Mengtian Yang, Lin, Yujun +3 · 3 citations
   Computer Science · Engineering · Materials Science · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science