于建志｜山东科技大学｜学者主页

2026

采样算子融合与内存优化协同驱动的图神经网络并行训练加速

李欣嵘，韩承磊，于建志，胡克坤，梁建国，董文博

《山东科技大学学报(自然科学版)》

DOI

2026

SDGraph: A scalable training system for GNNs with GPU sampling and parallel feature access

Jianzhi Yu, Shiqi Yang, You Fu, Kekun Hu, Yanhui Wang, Jianguo Liang

Future Generation Computer Systems

DOI

2026

SemReNet: Semantic Relational Supervision for Domain Generalization in Hyperspectral Image Classification

Qinghao Li, Binge Cui, Guangbo Ren, Haojie Li, Jianzhi Yu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

Accelerating dilated Winograd convolution with fused GPU kernel using tensor cores

Shixiang Zhang, Jian-Guo Liang, You Fu, Rong Hua, Jianzhi Yu, Qianqian Li

Journal of King Saud University: Computer and Information Sciences

DOI

2025

Torch-feat: GNN sampling training data loader based on feature data extraction operators

Jianzhi Yu, Shiqi Yang, Zhencheng Liu, Guangjie Jin, Yanhui Wang, Jianguo Liang

CCF Transactions on High Performance Computing

DOI

2025

Radiology report generation via visual-semantic ambivalence-aware network and focal self-critical sequence training

Xiulong Yi, You Fu, Enxu Bi, Jianguo Liang, Hao Zhang, Jianzhi Yu, Qianqian Li, Rong Hua, Rui Wang

Neural Networks

DOI

2025

Memory access optimization for the dynamics EVP model of the sea ice model on the SW39000 on-chip heterogeneous many-core processor

Jianzhi Yu, Zhenze Wang, Jianguo Liang, You Fu, Kekun Hu, Yanhui Wang

Future Generation Computer Systems

DOI

2025

Category Semantic-Guided Unsupervised Domain Adaptation Network for Hyperspectral Image Classification

Binge Cui, Shengxuan Huang, Guangbo Ren, Haojie Li, Jianzhi Yu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

VPGCD-Net: A Visual Prompt-Driven Network for Polar Glacier Change Detection in Remote Sensing Imagery

Jianming Cui, Zhishen Shi, Xiaohan Chen, Jianzhi Yu, Binge Cui

IEEE Geoscience and Remote Sensing Letters

DOI

2024

MISGNet: A Multilevel Intertemporal Semantic Guidance Network for Remote Sensing Images Change Detection

Binge Cui, Chenglong Liu, Haojie Li, Jianzhi Yu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

LHR-RFL: Linear Hybrid-Reward-Based Reinforced Focal Learning for Automatic Radiology Report Generation

Xiulong Yi, You Fu, Jianzhi Yu, Ruiqing Liu, Hao Zhang, Rong Hua

IEEE Transactions on Medical Imaging

DOI

2024

BGSINet-CD: Bitemporal Graph Semantic Interaction Network for Remote-Sensing Image Change Detection

Binge Cui, Chenglong Liu, Jianzhi Yu

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Bi-Temporal Remote Sensing Image Change Detection Based on Joint Attention Mechanism and Residual Cross-Layer Block

Shuyu Cao, Yue Cao, Luotao Zhang, Jianzhi Yu, Hongze Zhang

IEEE Smart World Congress (SWC)

DOI

2022

Multi-view Attention with Memory Assistant for Image Captioning

You Fu, Siyu Fang, Rui Wang, Xiulong Yi, Jianzhi Yu, Rong Hua

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2021

Fast aircraft detection method in optical remote sensing images based on deep learning

Zhifeng Xu, Rui‐Sheng Jia, Jin-Tao Yu, Jianzhi Yu, Hong-Mei Sun

Journal of Applied Remote Sensing

DOI

2020

Infrared image super-resolution reconstruction by using generative adversarial network with an attention mechanism

Qing-Ming Liu, Rui-Sheng Jia, Yan-Bo Liu, Hai-bin Sun, Jianzhi Yu, Hong-Mei Sun

Applied intelligence (Boston)

DOI

2019

CUDA Optimization Method for Activation Function in Convolution Operation

Lubin Feng, Dulei Zheng, Jianzhi Yu

IEEE International Conference on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)

DOI

于建志

精选作品

期刊论文

采样算子融合与内存优化协同驱动的图神经网络并行训练加速

SDGraph: A scalable training system for GNNs with GPU sampling and parallel feature access

SemReNet: Semantic Relational Supervision for Domain Generalization in Hyperspectral Image Classification

Accelerating dilated Winograd convolution with fused GPU kernel using tensor cores

Torch-feat: GNN sampling training data loader based on feature data extraction operators

Radiology report generation via visual-semantic ambivalence-aware network and focal self-critical sequence training

Memory access optimization for the dynamics EVP model of the sea ice model on the SW39000 on-chip heterogeneous many-core processor

Category Semantic-Guided Unsupervised Domain Adaptation Network for Hyperspectral Image Classification

VPGCD-Net: A Visual Prompt-Driven Network for Polar Glacier Change Detection in Remote Sensing Imagery

MISGNet: A Multilevel Intertemporal Semantic Guidance Network for Remote Sensing Images Change Detection

LHR-RFL: Linear Hybrid-Reward-Based Reinforced Focal Learning for Automatic Radiology Report Generation

BGSINet-CD: Bitemporal Graph Semantic Interaction Network for Remote-Sensing Image Change Detection

Bi-Temporal Remote Sensing Image Change Detection Based on Joint Attention Mechanism and Residual Cross-Layer Block

Multi-view Attention with Memory Assistant for Image Captioning

Fast aircraft detection method in optical remote sensing images based on deep learning

Infrared image super-resolution reconstruction by using generative adversarial network with an attention mechanism

CUDA Optimization Method for Activation Function in Convolution Operation

研究方向