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IEICE Trans

Lingyu LIANG

Personalized Federated Learning via Dual Fisher-Guided Aggregation and Client Selection
Zekai YANG Lingyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/07/01
Vol. E109-D  No. 7  pp. 1168-1172
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
personalized federated learning, Fisher information matrix, adaptive client selection, model aggregation, heterogeneous data distribution, 
 Summary | Full Text:PDF
FedPLA: Cross-Silo Federated Learning with Proximal Regularization and Loss-Aware Aggregation
Huayang ZHANG Lingyu LIANG Shuangping HUANG Tingwen YU Ting YU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2026/07/01
Vol. E109-D  No. 7  pp. 1173-1177
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
federated learning, cross-silo, non-IID, personalization, adaptive aggregation, 
 Summary | Full Text:PDF
Product Rating Distribution Estimation Using an LDL-Based Method with Uniform Manifold Approximation and Projection
Fei MO Fei QIAO Lingyu LIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/08/01
Vol. E108-D  No. 8  pp. 1020-1024
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
rating distribution estimation, label distribution learning, label correlation, manifold, 
 Summary | Full Text:PDF
VTD-FCENet: A Real-Time HD Video Text Detection with Scale-Aware Fourier Contour Embedding
Wocheng XIAO Lingyu LIANG Jianyong CHEN Tao WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/04/01
Vol. E107-D  No. 4  pp. 574-578
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
video text detection, video, scene text detection, 
 Summary | Full Text:PDF
Multiple Layout Design Generation via a GAN-Based Method with Conditional Convolution and Attention
Xing ZHU Yuxuan LIU Lingyu LIANG Tao WANG Zuoyong LI Qiaoming DENG Yubo LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/09/01
Vol. E106-D  No. 9  pp. 1615-1619
Type of Manuscript:  LETTER
Category: Computer Graphics
Keyword: 
image generation, layout design generation, architectural layout parsing, generative adversarial networks, 
 Summary | Full Text:PDF
SCUT-AutoALP: A Diverse Benchmark Dataset for Automatic Architectural Layout Parsing
Yubo LIU Yangting LAI Jianyong CHEN Lingyu LIANG Qiaoming DENG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/12/01
Vol. E103-D  No. 12  pp. 2725-2729
Type of Manuscript:  LETTER
Category: Computer Graphics
Keyword: 
floor plan, urban plan, image parsing, GAN, 
 Summary | Full Text:PDF
A New Face Relighting Method Based on Edge-Preserving Filter
Lingyu LIANG Lianwen JIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/12/01
Vol. E96-D  No. 12  pp. 2904-2907
Type of Manuscript:  LETTER
Category: Computer Graphics
Keyword: 
face relighting, illumination template, illumination transfer, edge-preserving smoothing, 
 Summary | Full Text:PDF