📨 Submitted Paper
- As first-author, the paper "Accelerating Large-Scale Distributed Training via Chunk-Wise Gradient Sparsification and Pipelined Communication" has been submitted to Journal of Computer Science and Technology (JCST)
📝 Published Paper
Xianyu Zhu, Ruohan Wu, Junshi Chen, Hong An
Keywords: High-Performance Computing, Performance Modeling, Deep Learning, Distributed Training
Ruohan Wu, Xianyu Zhu, Junshi Chen, Hong An
Keywords: Deep Learning, Foundation Model, Sunway Architecture, Fine-Grained Tiling,Operator Scheduling
SWattention: designing fast and memory-efficient attention for a new Sunway Supercomputer
Ruohan Wu, Xianyu Zhu, Junshi Chen, Sha Liu, Tianyu Zheng, Xin Liu, Hong An
Keywords: Artificial Intelligence, Attention Optimization, Parallel Programs, Sunway Architecture
LAD-Net: A Novel Light Weight Model for Early Apple Leaf Pests and Diseases Classification
Xianyu Zhu, Jinjiang Li, Runchang Jia, Bin Liu, Zhuohan Yao, Aihong Yuan, Yingqiu Huo, Haixi Zhang
Keywords: Apple Leaf Pests and Diseases, Asymmetric Convolution, Dilated Convolution, Real-Time Inference, Convolutional Neural Networks, Deep Learning
Lightweight identification model for apple leaf diseases and pests based on mobile terminals
Bin Liu, Runchang Jia, Xianyu Zhu, Cong Yu, Zhuohan Yao, Haixi Zhang, Dongjian He
Keywords: Models, Pests and Diseases, Apple Leaves, Channel Shuffle, Knowledge Distillation, Lightweight, Real-Time Inference on Mobile Terminal
Apple-YOLO: A novel mobile terminal detector based on YOLOv5 for early apple leaf diseases
Jinjiang Li, Xianyu Zhu, Runchang Jia, Bin Liu, Cong Yu
Keywords: Apple Leaf Diseases, Mobile Terminal Detection, Convolutional Neural Networks, Lightweight Model
CGAN-IRB: a novel data augmentation method for apple leaf diseases
Xinbin Yuan, Cong Yu, Bin Liu, Henan Sun, Xianyu Zhu
Keywords: Data Augmentation, Generative Adversarial Networks, Apple Leaf Disease Identification, Convolutional Neural Networks