Liangqiong Qu - Publications, H-index & Citations

Liangqiong Qu

university of hong kong

25H指数

90论文数

2.6K被引数

收录论文 29

发表时间

Gait-based health assessment via cross-domain knowledge transfer 基于跨域知识迁移的步态健康评估

Image and Vision Computing

IF4.2

2026-08-20

PREAI

Ce Yu; Jinkai Zheng; Xinxiang Jin; Yaoqi Sun; Yuhan Gao; Ming Li; Liangqiong Qu; Yuantong Gao; Xinchen Liu; Jiyong Zhang

Understanding Gait Recognition through Silhouette Sequence Disentanglement and Fine-grained Visualization 通过轮廓序列解耦与精细化可视化理解步态识别

Pattern Recognition

IF7.6

2026-04-03

PREAI

Shaoxiong Zhang; Yixiu Liu; Jinkai Zheng; Liangqiong Qu; Ming Li; Chenggang Yan

DVG-Diffusion: Dual-View-Guided Diffusion Model for CT Reconstruction From X-Rays DVG扩散: 用于x射线CT重建的双视图引导扩散模型

IEEE Transactions on Image Processing

IF13.7

2026-01-23

PREAI

Xing Xie; Jiawei Liu; Huijie Fan; Zhi Han; Yandong Tang; Liangqiong Qu

Exploring the Vulnerabilities of Federated Learning: A Deep Dive Into Gradient Inversion Attacks 探索联邦学习的脆弱性：对梯度反演攻击的深入研究

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-12-22

PREAI

Pengxin Guo; Runxi Wang; Shuang Zeng; Jinjing Zhu; Haoning Jiang; Yanran Wang; Yuyin Zhou; Feifei Wang; Hui Xiong; Liangqiong Qu

Privacy preservation for federated learning in health care 医疗保健中联合学习的隐私保护

PATTERNS

IF7.4

2024-07-01

OAAI

Pati, Sarthak; Kumar, Sourav; Varma, Amokh; Edwards, Brandon; Lu, Charles; Qu, Liangqiong; Wang, Justin J.; Lakshminarayanan, Anantharaman; Wang, Shih-han; Sheller, Micah J.; Chang, Ken; Singh, Praveer; Rubin, Daniel L.; Kalpathy-Cramer, Jayashree; Bakas, Spyridon

MCDNet: An Infrared Small Target Detection Network Using Multi-Criteria Decision and Adaptive Labeling Strategy MCDNet: 一种基于多准则决策和自适应标记策略的红外小目标检测网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Ma, Tianlei; Ma, Qi; Yang, Zhen; Liang, Jing; Fu, Jun; Dou, Yu; Ku, Yanan; Ahmad, Usman; Qu, Liangqiong

Breast Tumor Segmentation in DCE-MRI With Tumor Sensitive Synthesis 基于肿瘤敏感合成的dce-mri乳腺肿瘤分割

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

PREAI

Wang, Shuai; Sun, Kun; Wang, Li; Qu, Liangqiong; Yan, Fuhua; Wang, Qian; Shen, Dinggang

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging 标签高效的自监督联邦学习，用于解决医学成像中的数据异质性

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-07-01

OAAI

Yan, Rui; Qu, Liangqiong; Wei, Qingyue; Huang, Shih-Cheng; Shen, Liyue; Rubin, Daniel L.; Xing, Lei; Zhou, Yuyin

Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models

European Journal of Nuclear Medicine and Molecular Imaging

IF7.6

2023-01-12

OAAI

Wang, Yan-Ran (Joyce); Wang, Pengcheng; Adams, Lisa Christine; Sheybani, Natasha Diba; Qu, Liangqiong; Sarrami, Amir Hossein; Theruvath, Ashok Joseph; Gatidis, Sergios; Ho, Tina; Zhou, Quan; Pribnow, Allison; Thakor, Avnesh S.; Rubin, Daniel; Daldrup-Link, Heike E.

A Decoupled Multi-Task Network for Shadow Removal

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2023-01-01

PREAI

Liu, Jiawei; Wang, Qiang; Fan, Huijie; Li, Wentao; Qu, Liangqiong; Tang, Yandong

SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging SplitAVG: 一种异构感知的医学影像联合深度学习方法

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-09-01

OAAI

Zhang, Miao; Qu, Liangqiong; Singh, Praveer; Kalpathy-Cramer, Jayashree; Rubin, Daniel L.

Relation constraint self-attention for image captioning 图像字幕的关系约束自注意

NEUROCOMPUTING

IF6.5

2022-08-01

PREAI

Ji, Junzhong; Wang, Mingzhan; Zhang, Xiaodan; Lei, Minglong; Qu, Liangqiong

In vivo non-invasive confocal fluorescence imaging beyond 1,700 nm using superconducting nanowire single-photon detectors

NATURE NANOTECHNOLOGY

IF34.9

2022-05-23

134

OAAI

Wang, Feifei; Ren, Fuqiang; Ma, Zhuoran; Qu, Liangqiong; Gourgues, Ronan; Xu, Chun; Baghdasaryan, Ani; Li, Jiachen; Zadeh, Iman Esmaeil; Los, Johannes W. N.; Fognini, Andreas; Qin-Dregely, Jessie; Dai, Hongjie

Handling data heterogeneity with generative replay in collaborative learning for medical imaging 医学影像协作学习中基于生成式回放的数据异质性处理

MEDICAL IMAGE ANALYSIS

IF11.8

2022-05-01

OAAI

Qu, Liangqiong; Balachandar, Niranjan; Zhang, Miao; Rubin, Daniel

High-precision tumor resection down to few-cell level guided by NIR-IIb molecular fluorescence imaging Nir-iib分子荧光成像指导下的低细胞水平高精度肿瘤切除

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-04-05

OAAI

Wang, Feifei; Qu, Liangqiong; Ren, Fuqiang; Baghdasaryan, Ani; Jiang, Yingying; Hsu, RuSiou; Liang, Peng; Li, Jiachen; Zhu, Guanzhou; Ma, Zhuoran; Dai, Hongjie

A cascaded nested network for 3T brain MR image segmentation guided by 7T labeling *

PATTERN RECOGNITION

IF7.6

2022-04-01

PREAI

Wei, Jie; Wu, Zhengwang; Wang, Li; Bui, Toan Duc; Qu, Liangqiong; Yap, Pew-Thian; Xia, Yong; Li, Gang; Shen, Dinggang

In vivo NIR-II structured-illumination light-sheet microscopy

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2021-02-01

OAAI

Wang, Feifei; Ma, Zhuoran; Zhong, Yeteng; Salazar, Felix; Xu, Chun; Ren, Fuqiang; Qu, Liangqiong; Wu, Anna M.; Dai, Hongjie

Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-02-01

PREAI

Wang, Shuai; Cong, Yang; Zhu, Hancan; Chen, Xianyi; Qu, Liangqiong; Fan, Huijie; Zhang, Qiang; Liu, Mingxia

Learning MRI artefact removal with unpaired data (vol 3, pg 60, 2021)

NATURE MACHINE INTELLIGENCE

IF23.9

2021-01-27

OAAI

Liu, Siyuan; Thung, Kim-Han; Qu, Liangqiong; Lin, Weili; Shen, Dinggang; Yap, Pew-Thian

Learning MRI artefact removal with unpaired data

NATURE MACHINE INTELLIGENCE

IF23.9

2021-01-19

OAAI

Liu, Siyuan; Thung, Kim-Han; Qu, Liangqiong; Lin, Weili; Shen, Dinggang; Yap, Pew-Thian

研究方向