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Liangli Zhen

Institute of High Performance Computing

25H-index
72Paper Count
2.1KCitation Count
Published Papers 32
Publication Date
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GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-aware Paradigm
errMachine Intelligence Research
IF8.7
err2026-07-21
err0
PREAI
errYu-Huan Wu; Wei Liu; Zi-Xuan Zhu; Zizhou Wang; Yong Liu; Liangli Zhen
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Self -adaptive neural networks for domain generalization in medical image segmentation
errExpert Systems with Applications
IF7.5
err2026-03-29
err0
PREAI
errYan Wang; Zizhou Wang; Yangqin Feng; Lei Zhang; Rick Siow Mong Goh; Yong Liu; Liangli Zhen
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errSave
Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-29
err0
PREAI
errEkanut Sotthiwat; Chi Zhang; Xiaokui Xiao; Liangli Zhen
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errSave
Cycle Context Verification for In-Context Medical Image Segmentation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT I
IF0
err2026-01-01
err0
PREAI
errHui, Shishuai; Liao, Zehui; Zhen, Liangli; Fu, Huazhu; Xia, Yong
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errSave
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errLiao, Zehui; Hui, Shishuai; Zou, Ke; Fu, Huazhu; Zhen, Liangli; Xia, Yong
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errSave
UniQ-ViT: Optimization-driven uniform quantization for vision transformer acceleration
errNeurocomputing
IF6.5
err2025-11-07
err0
PREAI
errZhendong Yu; Wenqiang Zhou; Chenwei Tang; Miqing Li; Liangli Zhen; Jiancheng Lv
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errSave
Single-Domain Generalization via Path Flatness-Aware Optimization of Loss Landscapes
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-10-24
err0
PREAI
errZizhou Wang; Yan Wang; Yangqin Feng; Jiawei Du; Joey Tianyi Zhou; Rick Siow Mong Goh; Yong Liu; Liangli Zhen
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errSave
Low-Resolution Self-Attention for Semantic Segmentation
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
errOAAI
errYu-Huan Wu; Shi-Chen Zhang; Yun Liu; Le Zhang; Xin Zhan; Daquan Zhou; Jiashi Feng; Ming-Ming Cheng; Liangli Zhen
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errSave
Detection of Center-Involved Diabetic Macular Edema With Visual Impairment Using Multimodal Artificial Intelligence Algorithms
errOphthalmology Retina
IF5.7
err2025-04-24
err0
errOAAI
errTien-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
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errSave
Generative Image Reconstruction From Gradients
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err0
PREAI
errSotthiwat, Ekanut; Zhen, Liangli; Zhang, Chi; Li, Zengxiang; Goh, Rick Siow Mong
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errSave
Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2024-12-01
err192
PREAI
errZhang, Chi; Ekanut, Sotthiwat; Zhen, Liangli; Li, Zengxiang
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MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2024-06-01
err4
PREAI
errWang, 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
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errSave
Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2024-06-01
err10
errOAAI
errXue, Yu; Tong, Weinan; Neri, Ferrante; Chen, Peng; Luo, Tao; Zhen, Liangli; Wang, Xiao
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errSave
Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-05-01
err1
PREAI
errWang, 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
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errSave
Continuous Disentangled Joint Space Learning for Domain Generalization
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errWang, Zizhou; Wang, Yan; Feng, Yangqin; Du, Jiawei; Liu, Yong; Goh, Rick Siow Mong; Zhen, Liangli
errShare
errSave
Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs
errDIAGNOSTICS
IF3.3
err2023-04-12
err2
errOAAI
errFeng, 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
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errSave
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-01-01
err16
errOAAI
errFeng, 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
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errSave
Deep Semisupervised Multiview Learning With Increasing Views
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2022-12-01
err12
PREAI
errHu, Peng; Peng, Xi; Zhu, Hongyuan; Zhen, Liangli; Lin, Jie; Yan, Huaibai; Peng, Dezhong
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Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-10-01
err35
PREAI
errWang, Yan; Feng, Yangqin; Zhang, Lei; Zhou, Joey Tianyi; Liu, Yong; Goh, Rick Siow Mong; Zhen, Liangli
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errSave
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-03-01
err22
PREAI
errFeng, Yangqin; Xu, Xinxing; Wang, Yan; Lei, Xiaofeng; Teo, Soo Kng; Sim, Jordan Zheng Ting; Ting, Yonghan; Zhen, Liangli; Zhou, Joey Tianyi; Liu, Yong; Tan, Cher Heng
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
X
Xin Yao
H-index: 116 · Papers: 1.5K
J
Jiashi Feng
H-index: 110 · Papers: 659
M
Ming‐Ming Cheng
H-index: 97 · Papers: 466
张磊 cover
张磊 (Lei Zhang)
H-index: 87 · Papers: 2.4K
H
Huazhu Fu
H-index: 80 · Papers: 558
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