Liangli Zhen - Publications, H-index & Citations

Liangli Zhen

institute of advanced infocomm and computing

25H指数

73论文数

2.1K被引数

收录论文 33

发表时间

Dual-Dynamic In-Context Learning for Medical Image Segmentation 双动态情境学习在医学图像分割中的应用

IEEE Transactions on Medical Imaging

IF9.8

2026-09-14

PREAI

Tiana Tianying Chen; Liangli Zhen; Yanyu Xu; Shishuais Hu; Huazhu Fu; Limsoon Wong

GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-aware Paradigm GAPNet：一种基于粒度感知范式的轻量级图像和视频显著目标检测框架

Machine Intelligence Research

IF8.7

2026-07-21

PREAI

Yu-Huan Wu; Wei Liu; Zi-Xuan Zhu; Zizhou Wang; Yong Liu; Liangli Zhen

Self -adaptive neural networks for domain generalization in medical image segmentation 自适应性神经网络在医学图像分割中的领域泛化

Expert Systems with Applications

IF7.5

2026-03-29

PREAI

Yan Wang; Zizhou Wang; Yangqin Feng; Lei Zhang; Rick Siow Mong Goh; Yong Liu; Liangli Zhen

Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout 通过梯度丢弃保护联邦学习免受数据重建攻击

IEEE Transactions on Information Forensics and Security

IF8

2026-01-29

PREAI

Ekanut Sotthiwat; Chi Zhang; Xiaokui Xiao; Liangli Zhen

Cycle Context Verification for In-Context Medical Image Segmentation 基于上下文语境验证的医学图像分割

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I

IF0

2026-01-01

PREAI

Hui, Shishuai; Liao, Zehui; Zhen, Liangli; Fu, Huazhu; Xia, Yong

Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering 视觉增强语义熵用于医学视觉问答中的幻觉检测

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V

IF0

2026-01-01

PREAI

Liao, Zehui; Hui, Shishuai; Zou, Ke; Fu, Huazhu; Zhen, Liangli; Xia, Yong

UniQ-ViT: Optimization-driven uniform quantization for vision transformer acceleration UniQ-ViT：基于优化的均匀量化方法用于加速视觉Transformer

Neurocomputing

IF6.5

2025-11-07

PREAI

Zhendong Yu; Wenqiang Zhou; Chenwei Tang; Miqing Li; Liangli Zhen; Jiancheng Lv

Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes 通过损失景观的路径平坦度感知优化实现单域泛化

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-10-24

PREAI

Zizhou Wang; Yan Wang; Yangqin Feng; Jiawei Du; Joey Tianyi Zhou; Rick Siow Mong Goh; Yong Liu; Liangli Zhen

Low-Resolution Self-Attention for Semantic Segmentation 低分辨率自注意力用于语义分割

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-09-01

OAAI

Yu-Huan Wu; Shi-Chen Zhang; Yun Liu; Le Zhang; Xin Zhan; Daquan Zhou; Jiashi Feng; Ming-Ming Cheng; Liangli Zhen

Detection of Center-Involved Diabetic Macular Edema With Visual Impairment Using Multimodal Artificial Intelligence Algorithms 使用多模态人工智能算法检测伴有视力损害的中心累及型糖尿病黄斑水肿

Ophthalmology Retina

IF5.7

2025-04-24

OAAI

Tien-En Tan; Yi Pin Ng; Claire Calhoun; Jia Quan Chaung; Jie Yao; Yan Wang; Liangli Zhen; Xinxing Xu; Yong Liu; Rick S.M. Goh; Gabriele Piccoli; Stela Vujosevic; Gavin S.W. Tan; Jennifer K. Sun; Daniel S.W. Ting

Generative Image Reconstruction From Gradients

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

PREAI

Sotthiwat, Ekanut; Zhen, Liangli; Zhang, Chi; Li, Zengxiang; Goh, Rick Siow Mong

Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning 联合学习中针对梯度泄漏的增强多方计算

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

192

PREAI

Zhang, Chi; Ekanut, Sotthiwat; Zhen, Liangli; Li, Zengxiang

MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2024-06-01

PREAI

Wang, Yan; Zhen, Liangli; Zhang, Jianwei; Li, Miqing; Zhang, Lei; Wang, Zizhou; Feng, Yangqin; Xue, Yu; Wang, Xiao; Chen, Zheng; Luo, Tao; Goh, Rich Siow Mong; Liu, Yong

Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2024-06-01

OAAI

Xue, Yu; Tong, Weinan; Neri, Ferrante; Chen, Peng; Luo, Tao; Zhen, Liangli; Wang, Xiao

Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis 基于几何对应的多模态学习用于眼科图像分析

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-05-01

PREAI

Wang, Yan; Zhen, Liangli; Tan, Tien-En; Fu, Huazhu; Feng, Yangqin; Wang, Zizhou; Xu, Xinxing; Goh, Rick Siow Mong; Ng, Yipin; Calhoun, Claire; Tan, Gavin Siew Wei; Sun, Jennifer K.; Liu, Yong; Ting, Daniel Shu Wei

Continuous Disentangled Joint Space Learning for Domain Generalization

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Wang, Zizhou; Wang, Yan; Feng, Yangqin; Du, Jiawei; Liu, Yong; Goh, Rick Siow Mong; Zhen, Liangli

Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs 深度神经网络增强了初级居民在胸片上诊断新型冠状病毒肺炎肺炎的性能

DIAGNOSTICS

IF3.3

2023-04-12

OAAI

Feng, Yangqin; Ting, Jordan Sim Zheng; Xu, Xinxing; Kun, Chew Bee; En, Edward Ong Tien; Jun, Hendra Irawan Tan Wee; Ting, Yonghan; Lei, Xiaofeng; Chen, Wen-Xiang; Wang, Yan; Li, Shaohua; Cui, Yingnan; Wang, Zizhou; Zhen, Liangli; Liu, Yong; Goh, Rick Siow Mong; Tan, Cher Heng

Contrastive domain adaptation with consistency match for automated pneumonia diagnosis

MEDICAL IMAGE ANALYSIS

IF11.8

2023-01-01

OAAI

Feng, Yangqin; Wang, Zizhou; Xu, Xinxing; Wang, Yan; Fu, Huazhu; Li, Shaohua; Zhen, Liangli; Lei, Xiaofeng; Cui, Yingnan; Ting, Jordan Sim Zheng; Ting, Yonghan; Zhou, Joey Tianyi; Liu, Yong; Goh, Rick Siow Mong; Tan, Cher Heng

Deep Semisupervised Multiview Learning With Increasing Views

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2022-12-01

PREAI

Hu, Peng; Peng, Xi; Zhu, Hongyuan; Zhen, Liangli; Lin, Jie; Yan, Huaibai; Peng, Dezhong

Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images

MEDICAL IMAGE ANALYSIS

IF11.8

2022-10-01

PREAI

Wang, Yan; Feng, Yangqin; Zhang, Lei; Zhou, Joey Tianyi; Liu, Yong; Goh, Rick Siow Mong; Zhen, Liangli

研究方向