People


Qiong Liu

Qiong Liu
Institution: 
Office: 
4C10
Groups: 
Associate member of the LINCS

Books And Theses

Articles

Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising,
Yinchi Zhou, Huidong Xie, Menghua Xia, Qiong Liu , Bo Zhou, Tianqi Chen, Jun Hou, Liang Guo, Xinyuan Zheng, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Nicha Dvornek, Chi Liu,
CoRR 2025
A survey on proximity monitoring and warning in construction,
Yuexiong Ding, Qiong Liu , Ankang Ji, Xiaowei Luo, Wen Yi, Albert Chan,
CoRR 2025
Residual Deep Reinforcement Learning for Inverter-based Volt-Var Control,
Qiong Liu , Ye Guo, Lirong Deng, Haotian Liu, Dongyu Li, Hongbin Sun,
CoRR 2024
Super Resolution with Luma Component Enhancement for Down-up Sampling Based Video Coding in VVC,
Jiedong Ye, Qinglin Zhou, Qiong Liu , Kejun Wu, Xu Li, Yiqing Zhu, Chuan Zhou,
DCC 2024
Unified Scene Representation and Reconstruction for 3D Large Language Models,
Tao Chu, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Qiong Liu , Jiaqi Wang,
CoRR 2024
TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction,
Xueqi Guo, Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu , Huidong Xie, Yi Hwa Liu, Richard Palyo, Edward Miller, Albert Sinusas, Bruce Spottiswoode, Chi Liu, Nicha Dvornek,
SASHIMI@MICCAI 2023
A Strong Vision Transformer Adapter with Adaptive Thresholding for fine-Grained Building Classification,
Xiaoqiang Lu, Licheng Jiao, Qiong Liu , Lingling Li, Fang Liu, Xu Liu, Yuting Yang,
IGARSS 2023
Trident Cooperation Network for Building Extraction and Height Estimation,
Xiaoqiang Lu, Licheng Jiao, Qiong Liu , Lingling Li, Fang Liu, Xu Liu, Yuting Yang,
IGARSS 2023
Generation of Winter Wheat Irrigation Guarantee Capability Index Map Based on Deep Learning,
Wentao Chen, Xibao Wu, Qiong Liu , Yiqun Wang, Yonghong Liu, Wenbai Chen,
CCIS 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment,
Chunhui Zhang, Xin Sun, Yiqian Yang, Li Liu, Qiong Liu , Xi Zhou, Yanfeng Wang,
ACM Multimedia 2023
PointCMP: Contrastive Mask Prediction for Self-supervised Learning on Point Cloud Videos,
Zhiqiang Shen, Xiaoxiao Sheng, Longguang Wang, Yulan Guo, Qiong Liu , Xi Zhou,
CVPR 2023
Masked Spatio-Temporal Structure Prediction for Self-supervised Learning on Point Cloud Videos,
Zhiqiang Shen, Xiaoxiao Sheng, Hehe Fan, Longguang Wang, Yulan Guo, Qiong Liu , Hao Wen, Xi Zhou,
ICCV 2023
The ϵ-stable region analysis in dynamic downlink cellular networks,
Qiong Liu , Jean Yves Baudais, Philippe Mary,
VTC Spring 2022, Helsinki, Finland
The epsilon-stable region analysis in dynamic downlink cellular networks,
Qiong Liu , Jean-Yves Baudais, Philippe Mary,
IEEE Vehicular Technology Conference (VTC2022-Spring) 2022, Helsinki, Finland
RGCFace: Regularized Global Center loss for Deep Facial Expression Recognition,
Qiong Liu , Yangcheng Zhou, Wei Liu, Guangrui Li, Chenxu Li, Wenbai Chen,
ICDIS 2022
Detail Perception Network for Semantic Segmentation in Water Scenes,
Cuixiao Liang, Wenjie Cai, Shaowu Peng, Qiong Liu ,
PAKDD 2022
Queue Analysis with Finite Buffer by Stochastic Geometry in Downlink Cellular Networks,
Qiong Liu, Jean Yves Baudais, Philippe Mary,
VTC Spring 2021, Helsinki, Finland
ELSA: Enhanced Local Self-Attention for Vision Transformer,
Jingkai Zhou, Pichao Wang, Fan Wang, Qiong Liu, Hao Li, Rong Jin,
CoRR 2021
A Tractable Coverage Analysis in Dynamic Downlink Cellular Networks,
Qiong Liu, Jean Yves Baudais, Philippe Mary,
SPAWC 2020, Atlanta, Georgia, United States
An Improved Dynamic Pedestrian Grouping Model in Public Transport Space,
Rongyong Zhao, Miyuan Li, Yan Wang, Qiong Liu, Daheng Dong, Cuiling Li,
CNIOT 2020
Crowd Density Prediction Model Based on Image Processing and Support Vector Regression,
Rongyong Zhao, Yan Wang, Qiong Liu, Miyuan Li, Daheng Dong, Cuiling Li,
CNIOT 2020
A Novel General Semisupervised Deep Learning Framework for Classification and Regression with Remote Sensing Images,
Zhao Chen, Guangchen Chen, Feng Zhou, Bin Yang, Lili Wang, Qiong Liu, Yonghang Chen,
IGARSS 2020
Study of the Integration of Robot in Cyber-Physical Production Systems,
Qiong Liu, Pengxiang Hua, Awais Sultan, Longzhang Shen, Egon Muller, Frank Borner,
CyberC 2019
Large traffic flows classification method,
Qiong Liu, Zhen Liu, Ruoyu Wang, Changqiao Xu,
ICC Workshops 2014

Journal articles

Dose-aware diffusion model for 3D PET image denoising: Multi-institutional validation with reader study and real low-dose data,
Huidong Xie, Weijie Gan, Reimund Bayerlein, Bo Zhou, Mingkai Chen, Michal Kulon, Annemarie Boustani, Kuan Yin Ko, Der Shiun Wang, Benjamin Spencer, Wei Ji, Xiongchao Chen, Qiong Liu , Xueqi Guo, Menghua Xia, Yinchi Zhou, Hui Liu, Liang Guo, Hongyu An, Ulugbek Kamilov, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Ge Wang, Ramsey Badawi, Chi Liu,
Medical Image Anal. 2026
Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging,
Menghua Xia, Kuan Yin Ko, Der Shiun Wang, Ming Kai Chen, Qiong Liu , Huidong Xie, Liang Guo, Wei Ji, Jinsong Ouyang, Reimund Bayerlein, Benjamin Spencer, Quanzheng Li, Ramsey Badawi, Georges El Fakhri, Chi Liu,
Medical Image Anal. 2026
LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising,
Menghua Xia, Huidong Xie, Qiong Liu , Bo Zhou, Hanzhong Wang, Biao Li, Axel Rominger, Quanzheng Li, Ramsey Badawi, Kuangyu Shi, Georges El Fakhri, Chi Liu,
IEEE Trans. Medical Imaging 2026
Self-supervised pretraining via optical and SAR images for flood inundation extent extraction,
Shiwen Gong, Yang Zheng, Dehao Wang, Lina Xu, Qiong Liu , Yuxiang Zhang,
Neurocomputing 2026
Neural Connected Kernel based Multiple Kernel Clustering,
Jiangyuan Wang, Qiong Liu , Mingjie Cai, Weiping Ding,
Inf. Fusion 2026
Noise-aware dynamic image denoising and positron range correction for Rubidium-82 cardiac PET imaging via self-supervision,
Huidong Xie, Liang Guo, Alexandre Velo, Zhao Liu, Qiong Liu , Xueqi Guo, Bo Zhou, Xiongchao Chen, Yu Jung Tsai, Tianshun Miao, Menghua Xia, Yi Hwa Liu, Ian Armstrong, Ge Wang, Richard Carson, Albert Sinusas, Chi Liu,
Medical Image Anal. 2025
A generalizable diffusion framework for 3D low-dose and few-view cardiac SPECT imaging,
Huidong Xie, Weijie Gan, Wei Ji, Xiongchao Chen, Alaa Alashi, Stephanie Thorn, Bo Zhou, Qiong Liu , Menghua Xia, Xueqi Guo, Yi Hwa Liu, Hongyu An, Ulugbek Kamilov, Ge Wang, Albert Sinusas, Chi Liu,
Medical Image Anal. 2025
Novel soil health assessment framework for legume-based rotation farmland by interpretable machine learning with causal inference,
Xuebin Xu, Qiong Liu , Yalin Liu, Yongfu Li, Yixuan Chen, Tong Lei, Yakov Kuzyakov, Wenju Zhang, Jianping Chen, Tida Ge,
Comput. Electron. Agric. 2025
2.5D Multi-View Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-Count PET Reconstruction With CT-Less Attenuation Correction,
Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu , Xueqi Guo, Menghua Xia, James Duncan, Chi Liu, Bo Zhou,
IEEE Trans. Medical Imaging 2025
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation,
Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu , Xueqi Guo, Menghua Xia, Yu Jung Tsai, Vladimir Panin, Takuya Toyonaga, James Duncan, Chi Liu,
IEEE Trans. Medical Imaging 2025
Electric-power telecommunication alarm analysis method based on spatio-temporal graph neural networks,
Yuhang Pang, Tongtong Zhang, Qiong Liu , Jiaxing Ren, Meiru Huo, Jianliang Zhang,
Int. J. Inf. Commun. Technol. 2025
Air-to-Ground Target Detection and Tracking Based on Dual-Stream Fusion of Unmanned Aerial Vehicle,
Chuanyun Wang, Jianqi Yang, Dongdong Sun, Qian Gao, Qiong Liu , Tian Wang, Anqi Hu, Linlin Wang,
J. Field Robotics 2025
Anchor graph based connectivity peaks clustering,
Mingjie Cai, Jiangyuan Wang, Feng Xu, Qiong Liu , Hamido Fujita,
Knowl. Based Syst. 2025
Unsupervised learning non-uniform face enhancement under physics-guided model of illumination decoupling,
Xin Ding, Jing Fang, Zhongyuan Wang, Qiong Liu , You Yang, Zhenyu Shu,
Pattern Recognit. 2025
Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest,
Guozhang Liu, Baochai Peng, Ting Liu, Pan Zhang, Mengke Yuan, Chaoran Lu, Ningning Cao, Sen Zhang, Simin Huang, Tao Wang, Xiaoqiang Lu, Licheng Jiao, Qiong Liu , Lingling Li, Fang Liu, Xu Liu, Yuting Yang, Kaiqiang Chen, Zhiyuan Yan, Deke Tang, Hai Huang, Michael Schmitt, Xian Sun, Gemine Vivone, Claudio Persello, Ronny Hansch,
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction,
Xueqi Guo, Luyao Shi, Xiongchao Chen, Qiong Liu , Bo Zhou, Huidong Xie, Yi Hwa Liu, Richard Palyo, Edward Miller, Albert Sinusas, Lawrence Staib, Bruce Spottiswoode, Chi Liu, Nicha Dvornek,
Medical Image Anal. 2024
Multidirectional Attention Fusion Network for SAR Change Detection,
Lingling Li, Qiong Liu , Guojin Cao, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen,
Remote. Sens. 2024
Population-based deep image prior for dynamic PET denoising: A data-driven approach to improve parametric quantification,
Qiong Liu , Yu Jung Tsai, Jean Dominique Gallezot, Xueqi Guo, Ming Kai Chen, Darko Pucar, Colin Young, Vladimir Panin, Michael Casey, Tianshun Miao, Huidong Xie, Xiongchao Chen, Bo Zhou, Richard Carson, Chi Liu,
Medical Image Anal. 2024
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT,
Xiongchao Chen, Bo Zhou, Xueqi Guo, Huidong Xie, Qiong Liu , James Duncan, Albert Sinusas, Chi Liu,
IEEE Trans. Medical Imaging 2024
Three-way imbalanced learning based on fuzzy twin SVM,
Wanting Cai, Mingjie Cai, Qingguo Li, Qiong Liu ,
Appl. Soft Comput. 2024
Deep video compression based on Long-range Temporal Context Learning,
Kejun Wu, Zhenxing Li, You Yang, Qiong Liu ,
Comput. Vis. Image Underst. 2024
Unsupervised monocular depth learning using self-teaching and contrast-enhanced SSIM loss,
Chuchu Feng, Yu Wang, Yongsun Lai, Qiong Liu , Yijun Cao,
J. Electronic Imaging 2024
Video-driven speaker-listener generation based on Transformer and neural renderer,
Daowu Yang, Qi Yang, Wen Jiang, Jifeng Chen, Zhengxi Shao, Qiong Liu ,
Multim. Tools Appl. 2024
Point Spatio-Temporal Pyramid Network for Point Cloud Video Understanding,
Zhiqiang Shen, Longguang Wang, Yulan Guo, Qiong Liu , Xi Zhou,
IEEE Signal Process. Lett. 2024
An improved method for thyroid nodule ultrasound image segmentation based on U2-Net,
Qiong Liu , Yue Li, Zi Xin Zhai, Hai Yan Jia, Li Ping Liu,
Int. J. Imaging Syst. Technol. 2023
DRONet: effectiveness-driven drug repositioning framework using network embedding and ranking learning,
Kuo Yang, Yuxia Yang, Shuyue Fan, Jianan Xia, Qiguang Zheng, Xin Dong, Jun Liu, Qiong Liu , Lei Lei, Yingying Zhang, Bing Li, Zhuye Gao, Runshun Zhang, Baoyan Liu, Zhong Wang, Xuezhong Zhou,
Briefings Bioinform. 2023
WSDS-GAN: A weak-strong dual supervised learning method for underwater image enhancement,
Qiong Liu , Qi Zhang, Wei Liu, Wenbai Chen, Xinwang Liu, Xiangke Wang,
Pattern Recognit. 2023
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising,
Bo Zhou, Huidong Xie, Qiong Liu , Xiongchao Chen, Xueqi Guo, Zhicheng Feng, Jun Hou, Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James Duncan, Chi Liu,
Medical Image Anal. 2023
Glints Detection in Noisy Images Using Graph Matching,
Wei Liu, Qiong Liu , Jing Yang, Yafan Chen,
IEEE Trans. Hum. Mach. Syst. 2023
What Limits the Performance of Local Self-attention?,
Jingkai Zhou, Pichao Wang, Jiasheng Tang, Fan Wang, Qiong Liu , Hao Li, Rong Jin,
Int. J. Comput. Vis. 2023
Exploiting enhanced and robust RGB-D face representation via progressive multi-modal learning,
Yizhe Zhu, Jialin Gao, Tianshu Wu, Qiong Liu , Xi Zhou,
Pattern Recognit. Lett. 2023
Insights into potential mechanisms of asthma patients with COVID-19: A study based on the gene expression profiling of bronchoalveolar lavage fluid,
Yong Jiang, Qian Yan, Cheng Xin Liu, Chen Wen Peng, Wen Jiang Zheng, Hong Fa Zhuang, Hui Ting Huang, Qiong Liu , Hui Li Liao, Shao Feng Zhan, Xiaohong Liu, Xiu Fang Huang,
Comput. Biol. Medicine 2022
Multi-objective optimization of shield construction parameters based on random forests and NSGA-II,
Xianguo Wu, Lei Wang, Bin Chen, Zongbao Feng, Yawei Qin, Qiong Liu , Yang Liu,
Adv. Eng. Informatics 2022
Correction to: Clustering Ensemble Based on Sample's Certainty,
Xia Ji, Shuaishuai Liu, Peng Zhao, Xuejun Li, Qiong Liu ,
Cogn. Comput. 2022
An efficient and robust zero watermarking algorithm,
Jinhui Yang, Kun Hu, Xiaochao Wang, Hongfei Wang, Qiong Liu , Yao Mao,
Multim. Tools Appl. 2022
Dynamic Crowd Accident-Risk Assessment Based on Internal Energy and Information Entropy for Large-Scale Crowd Flow Considering COVID-19 Epidemic,
Rongyong Zhao, Qiong Liu , Yan Wang, Ping Jia, Cuiling Li, Yunlong Ma, Wenjie Zhu,
IEEE Trans. Intell. Transp. Syst. 2022
Clustering Ensemble Based on Sample's Certainty,
Xia Ji, Shuaishuai Liu, Peng Zhao, Xuejun Li, Qiong Liu,
Cogn. Comput. 2021
Deep learning based neuronal soma detection and counting for Alzheimer's disease analysis,
Qiufu Li, Yu Zhang, Hanbang Liang, Hui Gong, Liang Jiang, Qiong Liu, Linlin Shen,
Comput. Methods Programs Biomed. 2021
Adaptive bias RBF neural network control for a robotic manipulator,
Qiong Liu, Dongyu Li, Shuzhi Sam Ge, Ruihang Ji, Zhong Ouyang, Keng Peng Tee,
Neurocomputing 2021
Face detection based on open Cl design and image processing technology,
Qiong Liu, Hao Peng, Jifeng Chen, Shun Yang,
Microprocess. Microsystems 2021
Adaptive Feedforward Neural Network Control With an Optimized Hidden Node Distribution,
Qiong Liu, Dongyu Li, Shuzhi Sam Ge, Zhong Ouyang,
IEEE Trans. Artif. Intell. 2021
Lyapunov-Based Crowd Stability Analysis for Asymmetric Pedestrian Merging Layout at T-Shaped Street Junction,
Rongyong Zhao, Qiong Liu, Qianshan Hu, Daheng Dong, Cuiling Li, Yunlong Ma,
IEEE Trans. Intell. Transp. Syst. 2021
Panic Propagation Dynamics of High-Density Crowd Based on Information Entropy and Aw-Rascle Model,
Rongyong Zhao, Qianshan Hu, Qiong Liu, Cuiling Li, Daheng Dong, Yunlong Ma,
IEEE Trans. Intell. Transp. Syst. 2020
Adaptive resource management for P2P live streaming systems,
Xiaoqun Yuan, Geyong Min, Yi Ding, Qiong Liu, Jinhong Liu, Hao Yin, Qing Fang,
Future Gener. Comput. Syst. 2013
A cost-based selective maintenance decision-making method for machining line,
Haiping Zhu, Fanmao Liu, Xinyu Shao, Qiong Liu, Yuhao Deng,
Qual. Reliab. Eng. Int. 2011
Generated using minifold and minifold-lincs at 2026-04-17 18:19.