Improved DCT-Based Nonlocal Means Filter for MR Images Denoising. - Jinrong Hu; Yi-Fei Pu; Xi Wu 004; Yi Zhang 018; Jiliu Zhou (Comput. Math. Methods Medicine, 2012)

Predicting Standard-Dose PET Image from Low-Dose PET and Multimodal MR Images Using Mapping-Based Sparse Representation. - Yan Wang 015; Pei Zhang 002; Le An; Guangkai Ma; Jiayin Kang; Xi Wu 004; Jiliu Zhou; David S. Lalush; Weili Lin; Dinggang Shen (MLMI, 2015)

A New Framework for Container Code Recognition by Using Segmentation-Based and HMM-Based Approaches. - Wei Wu 002; Zheng Liu 002; Mo Chen; Zhiming Liu 009; Xi Wu 004; Xiaohai He (Int. J. Pattern Recognit. Artif. Intell., 2015)

Image Motion Restoration Using Fractional-Order Gradient Prior. - Ying Fu 003; Xi Wu 004; Xiaohua Li; Kun He 007; Yi Zhang 018; Jiliu Zhou (Informatica, 2015)

Patch-Based Hippocampus Segmentation Using a Local Subspace Learning Method. - Yan Wang 015; Xi Wu 004; Guangkai Ma; Zongqing Ma; Ying Fu 003; Jiliu Zhou (MLMI@MICCAI, 2016)

Diffusion-Weighted Images Superresolution Using High-Order SVD. - Xi Wu 004; Zhipeng Yang; Jinrong Hu; Jing Peng 003; Peiyu He; Jiliu Zhou (Comput. Math. Methods Medicine, 2016)

Analysis of micro-Doppler signatures of vibration targets using EMD and SPWVD. - Yan Wang 015; Xi Wu 004; Wenzao Li; Zhi Li; Yi Zhang 018; Jiliu Zhou (Neurocomputing, 2016)

Research on quantitative quality evaluation method based on double cycles. - Maoyang Zou; Xi Wu 004 (ACM TUR-C, 2017)

ERMPD: An efficient and robustness membrane potential driven supervised learning in spiking neural networks. - Yongqing Zhang; Yi Chen; Malu Zhang; Xi Wu 004; Jiliu Zhou; Hong Qu (SSCI, 2017)

Second-Order Regression-Based MR Image Upsampling. - Jing Hu 009; Xi Wu 004; Jiliu Zhou (Comput. Math. Methods Medicine, 2017)

Optimizing Opportunistic Routing in Asynchronous Wireless Sensor Networks. - Xinguo Wang 001; Xi Wu 004; Xinming Zhang 001 (IEEE Commun. Lett., 2017)

A Semi-supervised manifold alignment algorithm and an evaluation method based on local structure preservation. - Xiaojie Li 001; Jiancheng Lv 001; Xi Wu 004; Xin Yu (Neurocomputing, 2017)

Functional connectivity and activity of white matter in somatosensory pathways under tactile stimulations. - Xi Wu 004; Zhipeng Yang; Stephen K. Bailey; Jiliu Zhou; Laurie E. Cutting; John C. Gore; Zhaohua Ding (NeuroImage, 2017)

Semisupervised Tripled Dictionary Learning for Standard-Dose PET Image Prediction Using Low-Dose PET and Multimodal MRI. - Yan Wang 015; Guangkai Ma; Le An; Feng Shi 001; Pei Zhang 002; David S. Lalush; Xi Wu 004; Yi-Fei Pu; Jiliu Zhou; Dinggang Shen (IEEE Trans. Biomed. Eng., 2017)

Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. - Shanhui Sun; Jing Hu 009; Mingqing Yao; Jinrong Hu; Xiaodong Yang; Qi Song 001; Xi Wu 004 (ACCV (2), 2018)

Deep Learning intra-image and inter-images features for Co-saliency detection. - Min Li; Shizhong Dong; Kun Zhang; Zhifan Gao; Xi Wu 004; Heye Zhang; Guang Yang 006; Shuo Li 001 (BMVC, 2018)

Table War: A Tower-Defense Game Device with Augmented Reality Projection. - Qin Wu; Fanglve Zhang; Sihan Zhou; Yuehao Qin; Xi Wu 004 (CCHI, 2018)

Noise Robust Single Image Super-Resolution Using a Multiscale Image Pyramid. - Jing Hu 009; Jiaxin Li; Xi Wu 004; Jiliu Zhou (ICIP, 2018)

Outlier Detection Based on the Data Structure. - Feng Guo; Canghong Shi; Xiaojie Li 001; Jia He 003; Xi Wu 004 (IJCNN, 2018)

A discriminative learning based approach for automated nasopharyngeal carcinoma segmentation leveraging multi-modality similarity metric learning. - Zongqing Ma; Xi Wu 004; Shanhui Sun; Chaoyang Xia; Zhipeng Yang; Shuo Li 001; Jiliu Zhou (ISBI, 2018)

Tumor segmentation via multi-modality joint dictionary learning. - Yan Wang 015; Biting Yu; Lei Wang 001; Chen Zu; Yong Luo; Xi Wu 004; Zhipeng Yang; Jiliu Zhou; Luping Zhou (ISBI, 2018)

Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis. - Yan Wang 015; Luping Zhou; Lei Wang 001; Biting Yu; Chen Zu; David S. Lalush; Weili Lin; Xi Wu 004; Jiliu Zhou; Dinggang Shen (MICCAI (1), 2018)

ICANet: a simple cascade linear convolution network for face recognition. - Yongqing Zhang; Tianyu Geng; Xi Wu 004; Jiliu Zhou; Dongrui Gao (EURASIP J. Image Video Process., 2018)

DTNs for monitoring of communicable diseases in urban environments. - Wenzao Li; Feng Lin 010; Yuanji Ma; Xi Wu 004; Yan Wang 015; Jiliu Zhou (J. Comput. Methods Sci. Eng., 2018)

3D conditional generative adversarial networks for high-quality PET image estimation at low dose. - Yan Wang 015; Biting Yu; Lei Wang 001; Chen Zu; David S. Lalush; Weili Lin; Xi Wu 004; Jiliu Zhou; Dinggang Shen; Luping Zhou (NeuroImage, 2018)

Patch-Based Label Fusion with Structured Discriminant Embedding for Hippocampus Segmentation. - Yan Wang 015; Guangkai Ma; Xi Wu 004; Jiliu Zhou (Neuroinformatics, 2018)

Automatic Tumor Segmentation with Deep Convolutional Neural Networks for Radiotherapy Applications. - Yan Wang 015; Chen Zu; Guangliang Hu; Yong Luo; Zongqing Ma; Kun He 007; Xi Wu 004; Jiliu Zhou (Neural Process. Lett., 2018)

Noise robust single image super-resolution using a multiscale image pyramid. - Jing Hu 009; Xi Wu 004; Jiliu Zhou (Signal Process., 2018)

Automatic detection of boundary points based on local geometrical measures. - Xiaojie Li 001; Xi Wu 004; Jiancheng Lv 001; Jia He 003; Jianping Gou; Mao Li 001 (Soft Comput., 2018)

CUNet: A Compact Unsupervised Network For Image Classification. - Le Dong; Ling He; Mengdie Mao; Gaipeng Kong; Xi Wu 004; Qianni Zhang; Xiaochun Cao; Ebroul Izquierdo (IEEE Trans. Multim., 2018)

An Energy-Efficient Network-Wide Broadcast Protocol for Asynchronous Wireless Sensor Networks. - Xinguo Wang 001; Xi Wu 004; Xinming Zhang 001; Ying-Chang Liang (IEEE Wirel. Commun. Lett., 2018)

Multimodality white matter tract segmentation using CNN. - Xiaofeng Dong; Zhipeng Yang; Jing Peng 003; Xi Wu 004 (ACM TUR-C, 2019)

PWGAN: wasserstein GANs with perceptual loss for mode collapse. - Xianyu Wu; Canghong Shi; Xiaojie Li 001; Jia He 003; Xi Wu 004; Jiancheng Lv 001; Jiliu Zhou (ACM TUR-C, 2019)

CCNET: Cascading Convolutions for Cardiac Segmentation. - Chao Luo; Xiaojie Li 001; Yucheng Chen 003; Xi Wu 004; Jia He 003; Jiliu Zhou (ICAIS (2), 2019)

Embeddings and Convolution, Is That the Best You can Do with Sentiment Features? - Ao Feng; Zhenghao Chen; Shuang Zhou 001; Xi Wu 004 (IJCNN, 2019)

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. - Chaoyang Xia; Xiaojie Li 001; Xin Wang 045; Bin Kong 001; Yucheng Chen 003; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (MICCAI (2), 2019)

Automatic Vertebrae Recognition from Arbitrary Spine MRI Images by a Hierarchical Self-calibration Detection Framework. - Shen Zhao; Xi Wu 004; Bo Chen 013; Shuo Li 001 (MICCAI (4), 2019)

Generative Adversarial Networks with Enhanced Symmetric Residual Units for Single Image Super-Resolution. - Xianyu Wu; Xiaojie Li 001; Jia He 003; Xi Wu 004; Imran Mumtaz (MMM (1), 2019)

ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). - Chao Luo; Xin Wang 045; Xiaojie Li 001; Yucheng Chen 003; Jiliu Zhou; Kunlin Cao; Qi Song 001; Xi Wu 004; Youbing Yin (SEKE, 2019)

Target-Dependent Sentiment Classification With BERT. - Zhengjie Gao; Ao Feng; Xinyu Song 005; Xi Wu 004 (IEEE Access, 2019)

Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. - Jinrong Hu; Shanhui Sun; Xiaodong Yang; Shuang Zhou 001; Xin Wang 045; Ying Fu 003; Jiliu Zhou; Youbing Yin; Kunlin Cao; Qi Song 001; Xi Wu 004 (IEEE Access, 2019)

Automatic spondylolisthesis grading from MRIs across modalities using faster adversarial recognition network. - Shen Zhao; Xi Wu 004; Bo Chen 013; Shuo Li 001 (Medical Image Anal., 2019)

Patch-wise label propagation for MR brain segmentation based on multi-atlas images. - Yan Wang 015; Chen Zu; Zongqing Ma; Yong Luo; Kun He 007; Xi Wu 004; Jiliu Zhou (Multim. Syst., 2019)

Functional Informed Fiber Tracking Using Combination of Diffusion and Functional MRI. - Zhipeng Yang; Peiyu He; Jiliu Zhou; Zhaohua Ding; Xi Wu 004 (IEEE Trans. Biomed. Eng., 2019)

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis. - Yan Wang 015; Luping Zhou; Biting Yu; Lei Wang 001; Chen Zu; David S. Lalush; Weili Lin; Xi Wu 004; Jiliu Zhou; Dinggang Shen (IEEE Trans. Medical Imaging, 2019)

Squeeze the Ball: Designing an Interactive Playground towards Aiding Social Activities of Children with Low-Function Autism. - Qin Wu; Chenmei Yu; Yanjun Chen; Jiayu Yao; Xi Wu 004; Xiaolan Peng; Teng Han (CHI, 2020)

Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCNN, 2020)

Discriminative Dictionary-Embedded Network for Comprehensive Vertebrae Tumor Diagnosis. - Shen Zhao; Bin Chen; Heyou Chang; Xi Wu 004; Shuo Li 001 (MICCAI (6), 2020)

Noise-Robust MRI Upsampling Using Adaptive Local Steering Kernel. - Jing Hu 009; Xinyan Li; Xiaolong Wang; Yan Li; Xi Wu 004 (IEEE Access, 2020)

A Spatiotemporal Agent for Robust Multimodal Registration. - Ziwei Luo; Xin Wang 045; Xi Wu 004; Youbing Yin; Kunlin Cao; Qi Song 001; Jing Hu 009 (IEEE Access, 2020)

Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (CoRR, 2020)

Conformal Feature-Selection Wrappers and ensembles for negative-transfer avoidance. - Shuang Zhou 001; Evgueni N. Smirnov; Gijs Schoenmakers; Ralf Peeters; Xi Wu 004 (Neurocomputing, 2020)

Functional neural interactions during adaptive reward learning: An functional magnetic resonance imaging study. - Ting Wang; Xi Wu 004; Jiefeng Jiang; Chang Liu; Ming Zhu 019 (Int. J. Imaging Syst. Technol., 2020)

Multi-scale region composition of hierarchical image segmentation. - Bo Peng 006; Zaid Al-Huda; Zhuyang Xie; Xi Wu 004 (Multim. Tools Appl., 2020)

Image segmentation of nasopharyngeal carcinoma using 3D CNN with long-range skip connection and multi-scale feature pyramid. - Feng Guo; Canghong Shi; Xiaojie Li 001; Xi Wu 004; Jiliu Zhou; Jiancheng Lv 001 (Soft Comput., 2020)

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. - Caiyong Wang; Yunlong Wang 003; Kunbo Zhang; Jawad Muhammad; Tianhao Lu; Qi Zhang 015; Qichuan Tian; Zhaofeng He; Zhenan Sun; Yiwen Zhang; Tianbao Liu; Wei Yang 006; et al. (IJCB, 2021)

Imperceptible Adversarial Examples For Fake Image Detection. - Quanyu Liao; Yuezun Li; Xin Wang 045; Bin Kong 001; Bin Zhu 008; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (ICIP, 2021)

Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Youbing Yin; Qi Song 001; Xi Wu 004 (ICME, 2021)

Stochastic Actor-Executor-Critic for Image-to-Image Translation. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Siwei Lyu; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCAI, 2021)

Adaptive Multi-Organ Loss Based Generative Adversarial Network For Automatic Dose Prediction In Radiotherapy. - Chongyang Cao; Jianghong Xiao; Bo Zhan; Xingchen Peng; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (ISBI, 2021)

Multi-Task Curriculum Learning For Semi-Supervised Medical Image Segmentation. - Kaiping Wang; Bo Zhan; Yanmei Luo; Jiliu Zhou; Xi Wu 004; Yan Wang 015 (ISBI, 2021)

3D Transformer-GAN for High-Quality PET Reconstruction. - Yanmei Luo; Yan Wang 015; Chen Zu; Bo Zhan; Xi Wu 004; Jiliu Zhou; Dinggang Shen; Luping Zhou (MICCAI (6), 2021)

Coarse-To-Fine Segmentation of Organs at Risk in Nasopharyngeal Carcinoma Radiotherapy. - Qiankun Ma; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (MICCAI (1), 2021)

Incorporating Isodose Lines and Gradient Information via Multi-task Learning for Dose Prediction in Radiotherapy. - Shuai Tan; Pin Tang; Xingchen Peng; Jianghong Xiao; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (MICCAI (7), 2021)

Tripled-Uncertainty Guided Mean Teacher Model for Semi-supervised Medical Image Segmentation. - Kaiping Wang; Bo Zhan; Chen Zu; Xi Wu 004; Jiliu Zhou; Luping Zhou; Yan Wang 015 (MICCAI (2), 2021)

Face inpainting based on GAN by facial prediction and fusion as guidance information. - Xian Zhang 008; Canghong Shi; Xin Wang 045; Xi Wu 004; Xiaojie Li 001; Jiancheng Lv 001; Imran Mumtaz (Appl. Soft Comput., 2021)

LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesis. - Bo Zhan; Di Li; Yan Wang 015; Zongqing Ma; Xi Wu 004; Jiliu Zhou; Luping Zhou (Biomed. Signal Process. Control., 2021)

Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis. - Yuchen Fei; Bo Zhan; Mei Hong; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CoRR, 2021)

Edge-preserving MRI image synthesis via adversarial network with iterative multi-scale fusion. - Yanmei Luo; Dong Nie; Bo Zhan; Zhiang Li; Xi Wu 004; Jiliu Zhou; Yan Wang 015; Dinggang Shen (Neurocomputing, 2021)

DA-DSUnet: Dual Attention-based Dense SU-net for automatic head-and-neck tumor segmentation in MRI images. - Pin Tang; Chen Zu; Mei Hong; Rui Yan; Xingchen Peng; Jianghong Xiao; Xi Wu 004; Jiliu Zhou; Luping Zhou; Yan Wang 015 (Neurocomputing, 2021)

End-to-end multimodal image registration via reinforcement learning. - Jing Hu 009; Ziwei Luo; Xin Wang 045; Shanhui Sun; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (Medical Image Anal., 2021)

Automatic vertebrae recognition from arbitrary spine MRI images by a category-Consistent self-calibration detection framework. - Shen Zhao; Xi Wu 004; Bo Chen 013; Shuo Li 001 (Medical Image Anal., 2021)

Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004; Siwei Lyu (AAAI, 2022)

Contrastive Class-Specific Encoding for Few-Shot Object Detection. - Dizhong Lin; Ying Fu 003; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Qi Song 001; Xi Wu 004; Siwei Lyu (ICME, 2022)

Mask-Free Radiotherapy Dose Prediction via Multi-Task Learning. - Zhengyang Jiao; Xingchen Peng; Jianghong Xiao; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (ISBI, 2022)

Two-Phase Progressive Deep Transfer Learning for Cervical Cancer Dose Map Prediction. - Jie Zeng; Chongyang Cao; Xingchen Peng; Jianghong Xiao; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (ISBI, 2022)

Classification-Aided High-Quality PET Image Synthesis via Bidirectional Contrastive GAN with Shared Information Maximization. - Yuchen Fei; Chen Zu; Zhengyang Jiao; Xi Wu 004; Jiliu Zhou; Dinggang Shen; Yan Wang 015 (MICCAI (6), 2022)

3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET Reconstruction. - Pinxian Zeng; Luping Zhou; Chen Zu; Xinyi Zeng; Zhengyang Jiao; Xi Wu 004; Jiliu Zhou; Dinggang Shen; Yan Wang 015 (MICCAI (6), 2022)

Rethinking CAM in Weakly-Supervised Semantic Segmentation. - Yuqi Song; Xiaojie Li 001; Canghong Shi; Shihao Feng; Xin Wang 045; Yong Luo; Xi Wu 004 (IEEE Access, 2022)

Infrared dim and small targets detection via self-attention mechanism and pipeline correlator. - Yong Lan; Bo Peng 006; Xi Wu 004; Fei Teng 001 (Digit. Signal Process., 2022)

DDNet: 3D densely connected convolutional networks with feature pyramids for nasopharyngeal carcinoma segmentation. - Xiaojie Li 001; Mingxuan Tang; Feng Guo; Yuanxi Li; Kunlin Cao; Qi Song 001; Xi Wu 004; Shanhui Sun; Jiliu Zhou (IET Image Process., 2022)

Multistage semantic-aware image inpainting with stacked generator networks. - Yongpeng Ren; Hongping Ren; Canghong Shi; Xian Zhang 008; Xi Wu 004; Xiaojie Li 001; Jiancheng Lv 001; Jiliu Zhou; Imran Mumtaz (Int. J. Intell. Syst., 2022)

An Efficient Semi-Supervised Framework with Multi-Task and Curriculum Learning for Medical Image Segmentation. - Kaiping Wang; Yan Wang 015; Bo Zhan; Yujie Yang; Chen Zu; Xi Wu 004; Jiliu Zhou; Dong Nie; Luping Zhou (Int. J. Neural Syst., 2022)

Semi-supervised NPC segmentation with uncertainty and attention guided consistency. - Lin Hu; Jiaxin Li; Xingchen Peng; Jianghong Xiao; Bo Zhan; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Knowl. Based Syst., 2022)

Explainable attention guided adversarial deep network for 3D radiotherapy dose distribution prediction. - Huidong Li; Xingchen Peng; Jie Zeng; Jianghong Xiao; Dong Nie; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Knowl. Based Syst., 2022)

Unified medical image segmentation by learning from uncertainty in an end-to-end manner. - Pin Tang; Pinli Yang; Dong Nie; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Knowl. Based Syst., 2022)

D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis. - Bo Zhan; Luping Zhou; Zhiang Li; Xi Wu 004; Yifei Pu; Jiliu Zhou; Yan Wang 015; Dinggang Shen (Knowl. Based Syst., 2022)

Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning. - Kaiping Wang; Bo Zhan; Chen Zu; Xi Wu 004; Jiliu Zhou; Luping Zhou; Yan Wang 015 (Medical Image Anal., 2022)

Learning a deep dual-level network for robust DeepFake detection. - Wenbo Pu; Jing Hu 009; Xin Wang 045; Yuezun Li; Shu Hu 001; Bin Zhu 008; Rui Song 006; Qi Song 001; Xi Wu 004; Siwei Lyu (Pattern Recognit., 2022)

ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease. - Yuang Shi; Chen Zu; Mei Hong; Luping Zhou; Lei Wang 001; Xi Wu 004; Jiliu Zhou; Daoqiang Zhang; Yan Wang 015 (Pattern Recognit., 2022)

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. - Xian Zhang 008; Xin Wang 045; Canghong Shi; Zhe Yan; Xiaojie Li 001; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Jiancheng Lv 001; Youbing Yin; Qi Song 001; Xi Wu 004; et al. (Pattern Recognit., 2022)

Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence. - Bo Zhan; Di Li; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (IEEE J. Biomed. Health Informatics, 2022)

Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. - Hao Chen; Peng Zheng; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Jinrong Hu; Xi Wu 004; Siwei Lyu (CVPR Workshops, 2023)

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Yulun Zhang 001; Radu Timofte; Luc Van Gool; Lei Yu; Youwei Li; Xinpeng Li 002; Ting Jiang; Qi Wu 017; Mingyan Han; Wenjie Lin; Chengzhi Jiang; et al. (CVPR Workshops, 2023)

LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning. - Zhongjing Du; Xu Jiang; Peng Wang; Qizheng Zhou; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (IJCAI, 2023)

Controlling Neural Style Transfer with Deep Reinforcement Learning. - Chengming Feng; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Hongtu Zhu; Siwei Lyu (IJCAI, 2023)

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. - Yanfei Xiang; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xiaomeng Huang; Xi Wu 004; Siwei Lyu (IROS, 2023)

Leveraging Hard Positives for Contrastive Learning in Semi-Supervised Medical Image Segmentation. - Cheng Tang 003; Xinyi Zeng; Luping Zhou; Xi Wu 004; Jiliu Zhou; Peng Wang; Yan Wang 015 (ISBI, 2023)

TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms. - Jiaqi Cui; Pinxian Zeng; Xinyi Zeng; Peng Wang; Xi Wu 004; Jiliu Zhou; Yan Wang 015; Dinggang Shen (MICCAI (10), 2023)

DiffDP: Radiotherapy Dose Prediction via a Diffusion Model. - Zhenghao Feng; Lu Wen; Peng Wang; Binyu Yan; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (MICCAI (6), 2023)

Attention Guided Policy Optimization for 3D Medical Image Registration. - Jing Hu 009; Zhikun Shuai; Xin Wang 045; Shu Hu 001; Shanhui Sun; Siwei Lyu; Xi Wu 004 (IEEE Access, 2023)

Attacking Important Pixels for Anchor-free Detectors. - Yunxu Xie; Shu Hu 001; Xin Wang 045; Quanyu Liao; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Deep Reinforcement Learning for Image-to-Image Translation. - Xin Wang 045; Ziwei Luo; Jing Hu 009; Chengming Feng; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. - Shanmin Yang; Shu Hu 001; Bin Zhu 008; Ying Fu 003; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

X-Transfer: A Transfer Learning-Based Framework for Robust GAN-Generated Fake Image Detection. - Lei Zhang; Hao Chen; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Jinrong Hu; Xin Wang 045 (CoRR, 2023)

UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. - Jing Hu 009; Qinrui Fan; Shu Hu 001; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

Facial Expression Recognition with Contrastive Learning and Uncertainty-Guided Relabeling. - Yujie Yang; Lin Hu; Chen Zu; Qizheng Zhou; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Int. J. Neural Syst., 2023)

Uncertainty-weighted and relation-driven consistency training for semi-supervised head-and-neck tumor segmentation. - Yuang Shi; Chen Zu; Pinli Yang; Shuai Tan; Hongping Ren; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Knowl. Based Syst., 2023)

Pluralistic Face Inpainting With Transformation of Attribute Information. - Yang Zhang; Xian Zhang 008; Canghong Shi; Xi Wu 004; Xiaojie Li 001; Jing Peng 003; Kunlin Cao; Jiancheng Lv 001; Jiliu Zhou (IEEE Trans. Multim., 2023)

Collaborative Modeling of Medical Image Segmentation Based on Blockchain Network. - Yang Luo; Jing Peng 003; Hong Su; Tao Wu; Xi Wu 004 (KSII Trans. Internet Inf. Syst., 2023)

Dual-feature Fusion Attention Network for Small Object Segmentation. - Xin Fei; Xiaojie Li 001; Canghong Shi; Hongping Ren; Imran Mumtaz; Jun Guo; Yu Wu; Yong Luo; Jiancheng Lv 001; Xi Wu 004 (Comput. Biol. Medicine, 2023)

A Transformer-Embedded Multi-Task Model for Dose Distribution Prediction. - Lu Wen; Jianghong Xiao; Shuai Tan; Xi Wu 004; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (Int. J. Neural Syst., 2023)

Multi-level progressive transfer learning for cervical cancer dose prediction. - Lu Wen; Jianghong Xiao; Jie Zeng; Chen Zu; Xi Wu 004; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (Pattern Recognit., 2023)

TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification. - Zhengyang Jiao; Xingchen Peng; Yan Wang 015; Jianghong Xiao; Dong Nie; Xi Wu 004; Xin Wang 045; Jiliu Zhou; Dinggang Shen (Medical Image Anal., 2023)

Unsupervised Domain Adaptive Dose Prediction via Cross-Attention Transformer and Target-Specific Knowledge Preservation. - Jiaqi Cui; Jianghong Xiao; Yun Hou; Xi Wu 004; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (Int. J. Neural Syst., 2023)

Automatic Head-and-Neck Tumor Segmentation in MRI via an End-to-End Adversarial Network. - Pinli Yang; Xingchen Peng; Jianghong Xiao; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (Neural Process. Lett., 2023)

Image2Points: A 3D Point-Based Context Clusters GAN for High-Quality Pet Image Reconstruction. - Jiaqi Cui; Yan Wang 015; Lu Wen; Pinxian Zeng; Xi Wu 004; Jiliu Zhou; Dinggang Shen (ICASSP, 2024)

DCL-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation. - Lu Wen; Zhenghao Feng; Yun Hou; Peng Wang; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (ICASSP, 2024)

High fidelity medical image super-resolution based on Medical Multi-Feature Compensation Attention GAN. - Hui Deng; Qinrui Fan; Xi Wu 004; Jing Hu 009 (IJCB, 2024)

Masked Conditional Diffusion Model for Enhancing Deepfake Detection. - Tiewen Chen; Shanmin Yang; Shu Hu 001; Zhenghan Fang; Ying Fu 003; Xi Wu 004; Xin Wang 045 (IJCNN, 2024)

Efficient Image Super-Resolution via Symmetric Visual Attention Network. - Qinrui Fan; Chengxu Wu; Shu Hu 001; Xi Wu 004; Xin Wang 001; Jing Hu 009 (IJCNN, 2024)

Uncertainty-Aware Explainable Recommendation with Large Language Models. - Yicui Peng; Hao Chen; Chingsheng Lin; Guo Huang; Jinrong Hu; Hui Guo; Bin Kong 001; Shu Hu 001; Xi Wu 004; Xin Wang 045 (IJCNN, 2024)

X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection. - Lei Zhang; Hao Chen; Shu Hu 001; Bin Zhu 008; Chingsheng Lin; Xi Wu 004; Jinrong Hu; Xin Wang 045 (IJCNN, 2024)

UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields. - Jing Hu 009; Qinrui Fan; Shu Hu 001; Siwei Lyu; Xi Wu 004; Xin Wang (ISBI, 2024)

MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction. - Jiaqi Cui; Xinyi Zeng; Pinxian Zeng; Bo Liu 095; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (MICCAI (7), 2024)

Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection. - Peng Huang; Shu Hu 001; Bo Peng 006; Jiashu Zhang; Xi Wu 004; Xin Wang 045 (MICCAI (1), 2024)

Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition. - Yuxiang Yang 009; Lu Wen; Xinyi Zeng; Yuanyuan Xu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (ACM Multimedia, 2024)

Near-Surface Air Temperature Inversion Study Based on U-Net Family with Multi-source Data. - Wanzhen Tang; Jing Peng 003; Xuefei Hu; Xi Wu 004; Xiaojie Li 001; Shanmin Yang (PRCV (4), 2024)

S3PET: Semi-supervised Standard-dose PET Image Reconstruction via Dose-aware Token Swap. - Jiaqi Cui; Pinxian Zeng; Yuanyuan Xu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CIS-RAM, 2024)

SCFormer: Spatial and Channel-wise Transformer with Contrastive Learning for High-Quality PET Image Reconstruction. - Li Jiang; Jiaqi Cui; Yuanyuan Xu; Xiong Deng; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CIS-RAM, 2024)

ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer. - Lu Wen; Wenxia Yin; Zhenghao Feng; Xi Wu 004; Deng Xiong; Yan Wang 015 (CIS-RAM, 2024)

Rethinking superpixel segmentation from biologically inspired mechanisms. - Tingyu Zhao; Bo Peng 006; Yuan Sun; Daipeng Yang; Zhenguang Zhang; Xi Wu 004 (Appl. Soft Comput., 2024)

Efficient Image Super-Resolution via Symmetric Visual Attention Network. - Chengxu Wu; Qinrui Fan; Shu Hu 001; Xi Wu 004; Xin Wang 045; Jing Hu 009 (CoRR, 2024)

An Explainable Non-local Network for COVID-19 Diagnosis. - Jingfu Yang; Peng Huang; Jing Hu 009; Shu Hu 001; Siwei Lyu; Xin Wang; Jun Guo; Xi Wu 004 (CoRR, 2024)

BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis. - Yuxiang Yang 009; Xinyi Zeng; Pinxian Zeng; Binyu Yan; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CoRR, 2024)

Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification. - Qixiang Zhang; Yuxiang Yang 009; Chen Zu; Jianjia Zhang; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CoRR, 2024)

A Self-Learning Multimodal Approach for Fake News Detection. - Hao Chen; Hui Guo; Baochen Hu; Shu Hu 001; Jinrong Hu; Siwei Lyu; Xi Wu 004; Xin Wang (CoRR, 2024)

Weakly supervised semantic segmentation by knowledge graph inference. - Jia Zhang; Bo Peng 006; Xi Wu 004; Jie Hu 007 (Eng. Appl. Artif. Intell., 2024)

Source-free domain adaptation via dynamic pseudo labeling and Self-supervision. - Qiankun Ma; Jie Zeng; Jianjia Zhang; Chen Zu; Xi Wu 004; Jiliu Zhou; Jie Chen; Yan Wang 015 (Pattern Recognit., 2024)

Ma2SP: Missing-Aware Prompting With Modality-Adaptive Integration for Incomplete Multi-Modal Survival Prediction. - Jiaqi Cui; Hanci Zheng; Yuanjun Liu 002; Xi Wu 004; Yan Wang 015 (IEEE Signal Process. Lett., 2024)

Multiscale Attention-UNet-Based Near-Real-Time Precipitation Estimation From FY-4A/AGRI and Doppler Radar Observations. - Dongling Wang; Shanmin Yang; Xiaojie Li 001; Jing Peng 003; Hongjiang Ma; Xi Wu 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Deep Learning for Near-Surface Air Temperature Estimation From FengYun 4A Satellite Data. - Shanmin Yang; Qing Ren; Ningfang Zhou; Yan Zhang; Xi Wu 004 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Exploring Domain-Invariant Feature Space for Unsupervised Cross-Domain Facial Expression Recognition via Diffusion Model. - Yujie Yang; Hanci Zheng; Yuanyuan Xu; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (IEEE Trans. Instrum. Meas., 2024)

3D multi-modality Transformer-GAN for high-quality PET reconstruction. - Yan Wang 015; Yanmei Luo; Chen Zu; Bo Zhan; Zhengyang Jiao; Xi Wu 004; Jiliu Zhou; Dinggang Shen; Luping Zhou (Medical Image Anal., 2024)

CAGAN: Classifier-augmented generative adversarial networks for weakly-supervised COVID-19 lung lesion localisation. - Xiaojie Li 001; Xin Fei; Zhe Yan; Hongping Ren; Canghong Shi; Xian Zhang 008; Imran Mumtaz; Yong Luo; Xi Wu 004 (IET Comput. Vis., 2024)

Semi-supervised medical image segmentation via hard positives oriented contrastive learning. - Cheng Tang 003; Xinyi Zeng; Luping Zhou; Qizheng Zhou; Peng Wang; Xi Wu 004; Hongping Ren; Jiliu Zhou; Yan Wang 015 (Pattern Recognit., 2024)

Dual-granularity feature fusion in visible-infrared person re-identification. - Shuang Cai; Shanmin Yang; Jing Hu 009; Xi Wu 004 (IET Image Process., 2024)

Cross-Chain Interoperability and Collaboration for Keyword-Based Embedded Smart Contracts in Internet of Things. - Haichuan Zhang; Hong Su; Xi Wu 004; Yuliang Yang (IEEE Internet Things J., 2024)

A bio-inspired approach to line segment detection utilizing orientation-selective neurons. - Daipeng Yang; Bo Peng 006; Xi Wu 004 (Signal Process., 2025)

Dual-Domain Classification-Aided High-Quality PET Synthesis With Shared Information Maximization. - Yuchen Fei; Chen Zu; Xi Wu 004; Jiliu Zhou; Yan Wang 015; Dinggang Shen (IEEE Trans Autom. Sci. Eng., 2025)

Spectral Spatial Window Attention Transformer for Hyperspectral Image Classification. - Xi Wu 004; Tahir Arshad; Bo Peng 006 (IEEE Trans. Geosci. Remote. Sens., 2025)

VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring. - Ying Fu 003; Xinyu Zhu; Xiaojie Li 001; Xin Wang 045; Xi Wu 004; Shu Hu 001; Yi Wu; Siwei Lyu; Wei Liu 044 (IEEE Trans. Multim., 2025)

BASIC: Semi-supervised Multi-organ Segmentation with Balanced Subclass Regularization and Semantic-conflict Penalty. - Zhenghao Feng; Lu Wen; Yuanyuan Xu; Binyu Yan; Xi Wu 004; Jiliu Zhou; Yan Wang 015 (CoRR, 2025)

LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models. - Hang Yang; Hao Chen; Hui Guo; Yineng Chen; Chingsheng Lin; Shu Hu 001; Jinrong Hu; Xi Wu 004; Xin Wang (CoRR, 2025)

Teacher Encoder-Student Decoder Denoising Guided Segmentation Network for Anomaly Detection. - Shixuan Song; Hao Chen; Shu Hu 001; Xin Wang; Jinrong Hu; Xi Wu 004 (CoRR, 2025)

Diffusion-empowered AutoPrompt MedSAM. - Peng Huang; Shu Hu 001; Bo Peng 006; Jiashu Zhang; Hongtu Zhu; Xi Wu 004; Xin Wang 045 (CoRR, 2025)

A bio-inspired edge and segment detection method by modeling multiple visual regions. - Daipeng Yang; Bo Peng 006; Xi Wu 004 (Vis. Comput., 2025)

Diffusion-Based Radiotherapy Dose Prediction Guided by Inter-Slice Aware Structure Encoding. - Zhenghao Feng; Lu Wen; Jianghong Xiao; Yuanyuan Xu; Xi Wu 004; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation. - Jing Hu 009; Chengming Feng; Shu Hu 001; Ming-Ching Chang; Xin Li 005; Xi Wu 004; Xin Wang 045 (CoRR, 2025)

A Method for Resolving Blockchain State Conflicts in IoT - Using Customized Smart Contract Variables. - Qing Fang; Hong Su; Xi Wu 004; Haichuan Zhang; Lan Yang (IEEE Internet Things J., 2025)

Multi-Modal Long-Short Distance Attention-Based Transformer-GAN for PET Reconstruction With Auxiliary MRI. - Pinxian Zeng; Xinyi Zeng; Yan Wang 015; Luping Zhou; Chen Zu; Xi Wu 004; Jiliu Zhou; Dinggang Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

Dual Graph Inference Network for Weakly Supervised Semantic Segmentation. - Jia Zhang; Bo Peng 006; Xi Wu 004 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Edge Detection Using Texture Gradients and Surround Modulation. - Daipeng Yang; Bo Peng 006; Xi Wu 004 (Signal Image Video Process., 2025)