Vehicle Type Recognition in WSN Based on ITESP Algorithm. - Yan Wang 015; Jiliu Zhou (UIC/ATC, 2013)

Identification of the normal and abnormal heart sounds using wavelet-time entropy features based on OMS-WPD. - Yan Wang 015; Wenzao Li; Jiliu Zhou; Xiaohua Li; Yifei Pu (Future Gener. Comput. Syst., 2014)

A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation. - Le An; Pei Zhang 002; Ehsan Adeli-Mosabbeb; Yan Wang 015; Guangkai Ma; Feng Shi 001; David S. Lalush; Weili Lin; Dinggang Shen (Patch-MI@MICCAI, 2015)

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)

GTDM: A DTN Routing on Noncooperative Game Theory in a City Environment. - Wenzao Li; Feng Lin 010; Jiliu Zhou; Yan Wang 015 (J. Sensors, 2015)

DTN Routing with Fixed Stations Based on the Geographic Grid Approach in an Urban Environment. - Wenzao Li; Feng Lin 010; Jiliu Zhou; Yan Wang 015 (Wirel. Pers. Commun., 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)

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)

Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation. - Le An; Pei Zhang 002; Ehsan Adeli-Mosabbeb; Yan Wang 015; Guangkai Ma; Feng Shi 001; David S. Lalush; Weili Lin; Dinggang Shen (IEEE Trans. Image Process., 2016)

Subspace ensemble learning via totally-corrective boosting for gait recognition. - Guangkai Ma; Yan Wang 015; Ligang Wu 001 (Neurocomputing, 2017)

A general subspace ensemble learning framework via totally-corrective boosting and tensor-based and local patch-based extensions for gait recognition. - Guangkai Ma; Ligang Wu 001; Yan Wang 015 (Pattern Recognit., 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)

Maximizing Charging Satisfaction of Smartphone Users via Wireless Energy Transfer. - Wenzheng Xu; Weifa Liang; Jian Peng 002; Yiguang Liu; Yan Wang 015 (IEEE Trans. Mob. Comput., 2017)

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)

Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease. - Chen Zu; Yan Wang 015; Luping Zhou; Lei Wang 001; Daoqiang Zhang (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)

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)

A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving. - Yi-Fei Pu; Patrick Siarry; Amitava Chatterjee; Zhengning Wang; Zhang Yi 001; Yiguang Liu; Jiliu Zhou; Yan Wang 015 (IEEE Trans. Image Process., 2018)

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)

Single-label and multi-label conceptor classifiers in pre-trained neural networks. - Guangwu Qian; Lei Zhang 005; Yan Wang 015 (Neural Comput. Appl., 2019)

Multitask Learning for Object Localization With Deep Reinforcement Learning. - Yan Wang 015; Lei Zhang 005; Lituan Wang; Zizhou Wang (IEEE Trans. Cogn. Dev. Syst., 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)

Iterative 3D feature enhancement network for pancreas segmentation from CT images. - Juan Mo; Lei Zhang 005; Yan Wang 015; Haiying Huang 004 (Neural Comput. Appl., 2020)

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)

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)

The Medical Segmentation Decathlon. - Michela Antonelli; Annika Reinke; Spyridon Bakas; Keyvan Farahani; Annette Kopp-Schneider; Bennett A. Landman; Geert Litjens 001; Bjoern H. Menze; Olaf Ronneberger; Ronald M. Summers; Bram van Ginneken; Michel Bilello; et al. (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)

Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images. - Yi-Fei Pu; Ni Zhang; Zhengning Wang; Jian Wang 010; Zhang Yi 001; Yan Wang 015; Jiliu Zhou (IEEE Intell. Transp. Syst. Mag., 2021)

Prob-CLR: A probabilistic approach to learn discriminative representation. - Xingyu Xie; Minjuan Zhu; Yan Wang 015; Lei Zhang 005 (Knowl. Based Syst., 2021)

Deep adversarial domain adaptation for breast cancer screening from mammograms. - Yan Wang 015; Yangqin Feng; Lei Zhang 005; Zizhou Wang; Qing Lv; Zhang Yi 001 (Medical Image Anal., 2021)

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)

Multi-transSP: Multimodal Transformer for Survival Prediction of Nasopharyngeal Carcinoma Patients. - Hanci Zheng; Zongying Lin; Qizheng Zhou; Xingchen Peng; Jianghong Xiao; Chen Zu; Zhengyang Jiao; Yan Wang 015 (MICCAI (8), 2022)

ISSMF: Integrated semantic and spatial information of multi-level features for automatic segmentation in prenatal ultrasound images. - Yihao Sun; Hongjian Yang; Jiliu Zhou; Yan Wang 015 (Artif. Intell. Medicine, 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)

Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis. - Yanmei Luo; Luping Zhou; Bo Zhan; Fei-Yue Wang 001; Jiliu Zhou; Yan Wang 015; Dinggang Shen (Medical Image Anal., 2022)

Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. - Yan Wang 015; Yangqin Feng; Lei Zhang 005; Joey Tianyi Zhou; Yong Liu 026; Rick Siow Mong Goh; Liangli Zhen (Medical Image Anal., 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)

Multi-constraint generative adversarial network for dose prediction in radiotherapy. - Bo Zhan; Jianghong Xiao; Chongyang Cao; Xingchen Peng; Chen Zu; Jiliu Zhou; Yan Wang 015 (Medical Image Anal., 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)

Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. - Yan Wang 015; Lei Zhang 005; Xin Shu; Yangqin Feng; Zhang Yi 001; Qing Lv (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. - Yangqin Feng; Xinxing Xu; Yan Wang 015; Xiaofeng Lei; Soo Kng Teo; Jordan Zheng Ting Sim; Yonghan Ting; Liangli Zhen; Joey Tianyi Zhou; Yong Liu 026; Cher Heng Tan (IEEE J. Biomed. Health Informatics, 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)

WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification. - Yan Wang 015; Zizhou Wang; Yangqin Feng; Lei Zhang 005 (IEEE Trans. Medical Imaging, 2022)

Rethinking Safe Semi-supervised Learning: Transferring the Open-set Problem to A Close-set One. - Qiankun Ma; Jiyao Gao; Bo Zhan; Yunpeng Guo; Jiliu Zhou; Yan Wang 015 (ICCV, 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)

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)

Polymerized Feature-Based Domain Adaptation for Cervical Cancer Dose Map Prediction. - Jie Zeng; Zeyu Han; Xingchen Peng; Jianghong Xiao; 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)

Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction. - Zeyu Han; Yuhan Wang; Luping Zhou; Peng Wang; Binyu Yan; Jiliu Zhou; Yan Wang 015; Dinggang Shen (MICCAI (10), 2023)

DBTrans: A Dual-Branch Vision Transformer for Multi-Modal Brain Tumor Segmentation. - Xinyi Zeng; Pinxian Zeng; Cheng Tang 003; Peng Wang; Binyu Yan; Yan Wang 015 (MICCAI (4), 2023)

Localization and classification of partial occluded deformable objects with application on the downs and feathers. - Yan Wang 015; Shuai Tan; Deepak Kumar; Benchun Zhou (SDF-MFI, 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)

An Efficient Multi-Objective Evolutionary Zero-Shot Neural Architecture Search Framework for Image Classification. - Jianwei Zhang 016; Lei Zhang 005; Yan Wang 015; Junyou Wang; Xin Wei; Wenjie Liu (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)

Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. - Yangqin Feng; Zizhou Wang; Xinxing Xu; Yan Wang 015; Huazhu Fu; Shaohua Li 003; Liangli Zhen; Xiaofeng Lei; Yingnan Cui; Jordan Zheng Ting Sim; Yonghan Ting; Joey Tianyi Zhou; et al. (Medical Image Anal., 2023)

A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. - Zizhou Wang; Xin Shu; Yan Wang 015; Yangqin Feng; Lei Zhang 005; Zhang Yi 001 (IEEE Trans. Cybern., 2023)

Learning representation via indirect feature decorrelation with bi-vector-based contrastive learning for clustering. - Xingyu Xie; Lei Zhang 005; Yan Wang 015; Zizhou Wang; Yu Hua (Inf. Sci., 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)

Consistent representation via contrastive learning for skin lesion diagnosis. - Zizhou Wang; Lei Zhang 005; Xin Shu; Yan Wang 015; Yangqin Feng (Comput. Methods Programs Biomed., 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)

Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware Triage. - Bo Liu 095; Donghuan Lu; Dong Wei 004; Xian Wu 001; Yan Wang 015; Yu Zhang 185; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 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)

Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation. - Yuxiang Yang 009; Lu Wen; Yuanyuan Xu; Jiliu Zhou; Yan Wang 015 (ICME, 2024)

D2GAN: A Dual-Domain Generative Adversarial Network for High-Quality PET Image Reconstruction. - Li Jiang; Jiaqi Cui; Yuanyuan Xu; Binyu Yan; Jiliu Zhou; Yan Wang 015; Dinggang Shen (IJCNN, 2024)

Dose Prediction Driven Radiotherapy Parameters Regression via Intra- and Inter-Relation Modeling. - Jiaqi Cui; Yuanyuan Xu; Jianghong Xiao; Yuchen Fei; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (ISBI, 2024)

Two-Phase Multi-Dose-Level Pet Image Reconstruction with Dose Level Awareness. - Yuchen Fei; Yanmei Luo; Yan Wang 015; Jiaqi Cui; Yuanyuan Xu; Jiliu Zhou; Dinggang Shen (ISBI, 2024)

Content-Aware Adversarial Network with Gradient-Enhanced Dose Rectification for Radiotherapy Dose Prediction. - Zhenghao Feng; Lu Wen; Yuanyuan Xu; Binyu Yan; Jiliu Zhou; Yan Wang 015 (ISBI, 2024)

Triplet-Constraint Transformer with Multi-Scale Refinement for Dose Prediction in Radiotherapy. - Lu Wen; Qihun Zhang; Zhenghao Feng; Yuanyuan Xu; Xiao Chen; Jiliu Zhou; Yan Wang 015 (ISBI, 2024)

Enhancing Hybrid CNN-Transformer via Frequency-Based Bridging for Medical Image Segmentation. - Xinyi Zeng; Cheng Tang 003; Pinxian Zeng; Jiaqi Cui; Binyu Yan; Peng Wang; Yan Wang 015 (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)

Common Vision-Language Attention for Text-Guided Medical Image Segmentation of Pneumonia. - Yunpeng Guo; Xinyi Zeng; Pinxian Zeng; Yuchen Fei; Lu Wen; Jiliu Zhou; Yan Wang 015 (MICCAI (9), 2024)

Textmatch: Using Text Prompts to Improve Semi-supervised Medical Image Segmentation. - Aibing Li; Xinyi Zeng; Pinxian Zeng; Sixian Ding; Peng Wang; Chengdi Wang; Yan Wang 015 (MICCAI (8), 2024)

MuGI: Multi-Granularity Interactions of Heterogeneous Biomedical Data for Survival Prediction. - Lifan Long; Jiaqi Cui; Pinxian Zeng; Yilun Li; Yuanjun Liu 002; Yan Wang 015 (MICCAI (5), 2024)

ABP: Asymmetric Bilateral Prompting for Text-Guided Medical Image Segmentation. - Xinyi Zeng; Pinxian Zeng; Jiaqi Cui; Aibing Li; Bo Liu 095; Chengdi Wang; Yan Wang 015 (MICCAI (9), 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)

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)

CMIB: A Cross Modal Interaction with Information Bottleneck Framework for Multimodal Survival Analysis. - Zhouyou Lai; Lifan Long; Jiaqi Cui; Deng Xiong; Yuanjun Liu 002; Hao Yin; 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)

Dose Prediction Driven Radiotherapy Paramters Regression via Intra- and Inter-Relation Modeling. - Jiaqi Cui; Yuanyuan Xu; Jianghong Xiao; Yuchen Fei; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (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)

LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. - Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; Yan Wang 015; Wei Shen; Qing Gu 001; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang 001; Bryan Hooi (CoRR, 2024)

FDDM: Frequency-Decomposed Diffusion Model for Rectum Cancer Dose Prediction in Radiotherapy. - Xin Liao; Zhenghao Feng; Jianghong Xiao; Xingchen Peng; 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)

Global Challenge for Safe and Secure LLMs Track 1. - Xiaojun Jia; Yihao Huang 001; Yang Liu 003; Peng Yan Tan; Weng Kuan Yau; Mun-Thye Mak; Xin Ming Sim; Wee Siong Ng; See-Kiong Ng; Hanqing Liu; Lifeng Zhou; Huanqian Yan; et al. (CoRR, 2024)

DSANet: Dual-path segmentation-guided attention network for radiotherapy dose prediction from CT images only. - Yuanyuan Xu; Lu Wen; Zhengyang Jiao; Jianghong Xiao; Luping Zhou; Yanmei Luo; Jiliu Zhou; Xingchen Peng; Yan Wang 015 (Knowl. Based Syst., 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)

CL-TransFER: Collaborative learning based transformer for facial expression recognition with masked reconstruction. - Yujie Yang; Lin Hu; Chen Zu; Jianjia Zhang; Yun Hou; Ying Chen; Jiliu Zhou; Luping Zhou; 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)

Alleviating Class Imbalance in Semi-Supervised Multi-Organ Segmentation via Balanced Subclass Regularization. - Zhenghao Feng; Lu Wen; Binyu Yan; Jiaqi Cui; Yan Wang 015 (IEEE Signal Process. Lett., 2024)

Semantic-Aware Adaptive Prompt Learning for Universal Multi-Source Domain Adaptation. - Yuxiang Yang 009; Yun Hou; Lu Wen; Pinxian Zeng; Yan Wang 015 (IEEE Signal Process. Lett., 2024)

DANE: A Dual-Level Alignment Network With Ensemble Learning for Multisource Domain Adaptation. - Yuxiang Yang 009; Lu Wen; Pinxian Zeng; Binyu Yan; Yan Wang 015 (IEEE Trans. Instrum. Meas., 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)

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)

Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis. - Yan Wang 015; Liangli Zhen; Tien-En Tan; Huazhu Fu; Yangqin Feng; Zizhou Wang; Xinxing Xu; Rick Siow Mong Goh; Yipin Ng; Claire Calhoun; Gavin Siew Wei Tan; Jennifer K. Sun; et al. (IEEE Trans. Medical Imaging, 2024)

MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. - Yan Wang 015; Liangli Zhen; Jianwei Zhang 016; Miqing Li; Lei Zhang 005; Zizhou Wang; Yangqin Feng; Yu Xue 003; Xiao Wang 004; Zheng Chen 012; Tao Luo 014; Rich Siow Mong Goh; et al. (IEEE Trans. Evol. Comput., 2024)

3D Point-Based Multi-Modal Context Clusters GAN for Low-Dose PET Image Denoising. - Jiaqi Cui; Yan Wang 015; Luping Zhou; Yuchen Fei; Jiliu Zhou; Dinggang Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Prior Knowledge-Guided Triple-Domain Transformer-GAN for Direct PET Reconstruction From Low-Count Sinograms. - Jiaqi Cui; Pinxian Zeng; Xinyi Zeng; Yuanyuan Xu; Peng Wang; Jiliu Zhou; Yan Wang 015; Dinggang Shen (IEEE Trans. Medical Imaging, 2024)

FDDM: Frequency-Decomposed Diffusion Model for Dose Prediction in Radiotherapy. - Xin Liao; Zhenghao Feng; Jianghong Xiao; Xingchen Peng; Yan Wang 015 (IEEE Signal Process. Lett., 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)

Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations. - Yuxiang Yang 009; Xinyi Zeng; Pinxian Zeng; Zu Chen; Binyu Yan; Jiliu Zhou; Yan Wang 015 (CoRR, 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)

SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition. - Sixian Ding; Xu Jiang; Zhongjing Du; Jiaqi Cui; Xinyi Zeng; Yan Wang 015 (CoRR, 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)

Multimodal, Multi-Disease Medical Imaging Foundation Model (MerMED-FM). - Yang Zhou 017; Chrystie Wan Ning Quek; Jun Zhou 014; Yan Wang 015; Yang Bai; Yuhe Ke; Jie Yao; Laura Gutierrez; Zhen Ling Teo; Darren Shu Jeng Ting; Brian T. Soetikno; Christopher S. Nielsen; et al. (CoRR, 2025)

HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction. - Jiaqi Cui; Lu Wen; Yuchen Fei; Bo Liu 095; Luping Zhou; Dinggang Shen; Yan Wang 015 (CoRR, 2025)

Continuous Disentangled Joint Space Learning for Domain Generalization. - Zizhou Wang; Yan Wang 015; Yangqin Feng; Jiawei Du; Yong Liu 026; Rick Siow Mong Goh; Liangli Zhen (IEEE Trans. Neural Networks Learn. Syst., 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)

MGCM: Multi-modal graph convolutional mamba for cancer survival prediction. - Jiaqi Cui; Yilun Li; Dinggang Shen; Yan Wang 015 (Pattern Recognit., 2026)