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罗
罗家祥
(Jiaxiang Luo)
South China University of Technology
14
H-index
93
Paper Count
662
Citation Count
0
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Published Papers
33
Publication Date
Publication Date
Impact Factor
Citations
FSP Matrix Compression Distillation Algorithm Based on Krylov Subspace Projection
IEEE Access
IF
3.6
2026-09-18
0
OA
AI
Xu Yan; Jiaxiang Luo; Hualiang Zhang
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Achieving More Robust Deformable Object Keypoint Localization Using Generative Data Augmentation and Probabilistic Prediction Models
Expert Systems with Applications
IF
7.5
2026-09-09
0
PRE
AI
Yufan Hu; Jiaxiang Luo
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ACRIS-SAM2: Attribute-driven cross-modal interaction and dual semantic prompting for few-shot segmentation
Neurocomputing
IF
6.5
2026-08-01
0
PRE
AI
Luo, Jiaxiang; Chen, Weiwen
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Integrating Terrestrial Laser Scanning, Generative AI, and Mixed Reality for Digital Heritage Reconstruction
Jove-Journal of Visualized Experiments
IF
1
2026-05-01
0
PRE
AI
Li, Bin; Luo, Jiaxiang; Liu, Yixuan; Fan, Bingbing; Stone, Sally
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Multimodal Generalized Defect Category Discovery in industrial scenarios via defect-aware representation guided calibrated clustering
Advanced Engineering Informatics
IF
9.9
2026-04-04
0
PRE
AI
Hao Cheng; Jiaxiang Luo; Zilong Huang
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Explicit Reconstruction and Shape Optimization of Topology Optimization Results with Mechanical Performance Preservation
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES
IF
2.5
2026-04-01
0
PRE
AI
Tang, Yuting; Li, Yu; Xiang, Xingyu; Luo, Jiaxiang; Zhou, Weien; Yao, Wen
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A health indicator-based multidimensional spatiotemporal feature extraction network for remaining useful life prediction
MEASUREMENT
IF
5.6
2026-01-21
0
PRE
AI
Luo, Jiaxiang; Liu, Ziyu; Wu, Liang; Luo, Cuihong; Yi, Gang
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ClothMate: Leveraging Grasp-Fling Consistency for Generalizable and Data-Efficient Garment Flattening
IEEE Robotics and Automation Letters
IF
5.3
2025-11-14
0
PRE
AI
Jiaxiang Luo; Zilong Huang; Hao Cheng; Zixiang Hong
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Multi-scale topology optimization of multi-material heterogeneous microstructures based on deep learning
Journal of Computational Design and Engineering
IF
6.1
2025-08-04
0
OA
AI
Jiaxiang Luo; Yu Li; Weien Zhou; Zeyu Zhang; Wen Yao
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A design-guided industrial defect detection method with enhanced camouflaged defect identification
Expert Systems with Applications
IF
7.5
2025-07-12
0
PRE
AI
Zican Hu; Jiaxiang Luo; Zixiang Hong; Jingyi Chen
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Category relationship enhancement transformer for industrial defect segmentation
Knowledge-Based Systems
IF
7.6
2025-07-08
0
PRE
AI
Zican Hu; Jiaxiang Luo; Zixiang Hong
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BDH-NN: Bi-Directional Homogenization method using Neural Networks for the mechanical metamaterial design
Materials Today Communications
IF
4.5
2025-07-01
0
PRE
AI
Jiaxiang Luo; Senlin Huo; Yu Li; Bingxiao Du; Weien Zhou; Wen Yao
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Innovative design and potential applications of covalent strategy in drug discovery
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY
IF
5.9
2025-02-01
0
PRE
AI
Tang, Tianyong; Luo, Jiaxiang; Zhang, Dan; Lu, Yang; Liao, Wen; Zhang, Jifa
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Towards training noise-robust anomaly detection via collaborative adversarial flows
MEASUREMENT
IF
5.6
2025-01-01
0
PRE
AI
Cheng, Hao; Luo, Jiaxiang; Zhang, Xianyong; Liu, Haiming; Wu, Fan
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Acquired resistance to tyrosine kinase targeted therapy: mechanism and tackling strategies
DRUG RESISTANCE UPDATES
IF
21.7
2025-01-01
0
PRE
AI
Wu, Defa; Sun, Qian; Tang, Haolin; Xiao, Huan; Luo, Jiaxiang; Ouyang, Liang; Sun, Qiu
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Autonomous Cooperative Hunting with Rule-Based and Self-Learning Control for Multiagent Systems
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
IF
2.8
2024-11-08
0
OA
AI
Luo, Jiaxiang; Xu, Bozhe; Li, Xiangyang; Yao, Zhannan
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Multiscale topology optimization via dual neural networks and cutting level sets with non-uniform parameterized microstructures
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF
4
2024-11-02
0
PRE
AI
Luo, Jiaxiang; Yao, Wen; Li, Yu; Zhang, Zeyu; Huo, Senlin; Zhao, Yong
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An update on small molecule compounds targeting synthetic lethality for cancer therapy
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY
IF
5.9
2024-11-01
1
PRE
AI
Luo, Jiaxiang; Li, Yang; Zhang, Yiwen; Wu, Defa; Ren, Yijiu; Liu, Jie; Wang, Chengdi; Zhang, Jifa
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Probabilistic fatigue life prediction using multi-layer perceptron with maximum
INTERNATIONAL JOURNAL OF FATIGUE
IF
6.8
2024-10-01
0
PRE
AI
Zhu, Yifeng; Hu, Zican; Luo, Jiaxiang; Song, Peilong
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Concurrent topology optimization of shells with pattern-guided infills for intuitive design and additive manufacturing
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-01-01
3
OA
AI
Li, Yu; Zhang, Zeyu; Luo, Jiaxiang; Peng, Wei; Zhou, Weien; Yao, Wen
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Research Directions
机器学习和智能优化理论与方法
多模态智能感知
机器人自主学习与操作
复杂工业生产优化与动态调度
对机器学习、深度学习理论及其应用研究有浓厚兴趣
基于局部三维物体点云的位姿估计算法
基于深度学习的SMT产线3D视觉检测
生物视觉机制启发的图像感知模型与非匀表面视觉检测
基于机器学习的疲劳寿命预报
面向芯片封装制造的小样本多尺度表面缺陷检测
面向高端芯片封装的几何尺寸高精密视觉测量
面向IC智能制造的高精密显微成像检测仪与应用
智能化高精度一键式视觉测量仪的研发及产业化
超薄高密度柔性封装基板核心工艺研究与开发
Hu, Zican
Luo, Jiaxiang*(罗家祥)
基于最大熵算法的多层感知器概率疲劳寿命预测
Zhang, Jianzhao
Guo, Xinyan
Liu, Ziyu
图像异常检测
基于蒸馏与重建的方法
非线性过程建模
单维卷积神经网络
自注意力机制
过程监测
支持向量机快速参数优化
FPCB表面缺陷检测
interpretable process monitoring
支持向量机参数优化的多策略差分进化算法
多头贴片机集成操作优化
离散时间切换系统的混合迭代学习控制
LED组装优化
钢板重新分配问题
群机器人自主围捕算法
通信受限条件下的机器人编队算法
基于深度卷积网络与SURF配准的图像精准定位
出版专著和教材
模式识别
科研创新
罗家祥, 李致富, 吕斯俊, 王加朋, 李康婧, 胡跃明
挠性电路板制造过程监测
智能分析系统
协同进化的拱架型贴片机集成优化方法
高密度柔性IC基板氧化区域检测系统及方法
超薄柔性IC基板外观颜色检测方法
教学活动
指导学生情况
我的团队
智能系统与自动化装备精密制造装备教育部工程中心
Co-authors
Cooperation Journals
欧
欧阳亮
(Liang Ouyang)
H-index: 54 · Papers: 249
L
Lixin Tang
H-index: 49 · Papers: 597
D
Dan Zhang
H-index: 47 · Papers: 284
杨
杨璐
(Yang Lü)
H-index: 42 · Papers: 423
C
Chengdi Wang
H-index: 40 · Papers: 147
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