Hongming Shan

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 146

Top Venues

CoRR

ICASSP

IEEE Trans. Medical Imaging

IEEE CAA J. Autom. Sinica

Publications

Zhihao Chen, Tao Chen, Chenhui Wang, Chuang Niu, Ge Wang, Hongming Shan
Low-dose CT Denoising with Language-engaged Dual-space Alignment. CoRR (2024)
Zhihao Chen, Chuang Niu, Qi Gao, Ge Wang, Hongming Shan
LIT-Former: Linking In-Plane and Through-Plane Transformers for Simultaneous CT Image Denoising and Deblurring. IEEE Trans. Medical Imaging 43 (5) (2024)
Yiming Lei, Jingqi Li, Zilong Li, Yuan Cao, Hongming Shan
Prompt learning in computer vision: a survey. Frontiers Inf. Technol. Electron. Eng. 25 (1) (2024)
Chenhui Wang, Tao Chen, Zhihao Chen, Zhizhong Huang, Taoran Jiang, Qi Wang, Hongming Shan
FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on. CoRR (2024)
Tao Chen, Chenhui Wang, Zhihao Chen, Yiming Lei, Hongming Shan
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation. CoRR (2024)
Qi Gao, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization. IEEE Trans. Medical Imaging 43 (2) (2024)
Zhihao Chen, Bin Hu, Chuang Niu, Tao Chen, Yuxin Li, Hongming Shan, Ge Wang
IQAGPT: computed tomography image quality assessment with vision-language and ChatGPT models. Vis. Comput. Ind. Biomed. Art 7 (1) (2024)
Binglei Li, Zhizhong Huang, Hongming Shan, Junping Zhang
Semantic Latent Decomposition with Normalizing Flows for Face Editing. ICASSP (2024)
Zilong Li, Qi Gao, Yaping Wu, Chuang Niu, Junping Zhang, Meiyun Wang, Ge Wang, Hongming Shan
Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction. IEEE Trans. Medical Imaging 43 (5) (2024)
Yin Zhu, Qiuqiang Kong, Junjie Shi, Shilei Liu, Xuzhou Ye, Ju-Chiang Wang, Hongming Shan, Junping Zhang
End-to-End Paired Ambisonic-Binaural Audio Rendering. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Yiming Lei, Zilong Li, Yangyang Li, Junping Zhang, Hongming Shan
CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation. Pattern Recognit. 156 (2024)
Chenhui Wang, Sirong Piao, Zhizhong Huang, Qi Gao, Junping Zhang, Yuxin Li, Hongming Shan
Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information. Medical Image Anal. 91 (2024)
Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang
Mutual Information Boosted Precipitation Nowcasting from Radar Images. Remote. Sens. 15 (6) (2023)
Jiaxin Ye, Yujie Wei, Xin-Cheng Wen, Chenglong Ma, Zhizhong Huang, Kunhong Liu, Hongming Shan
Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition. ACM Multimedia (2023)
Zhihao Chen, Qi Gao, Yi Zhang, Hongming Shan
ASCON: Anatomy-Aware Supervised Contrastive Learning Framework for Low-Dose CT Denoising. MICCAI (10) (2023)
Yifan Yuan, Siteng Ma, Hongming Shan, Junping Zhang
DO-FAM: Disentangled Non-Linear Latent Navigation For Facial Attribute Manipulation. ICASSP (2023)
Tao Chen, Chenhui Wang, Hongming Shan
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation. CoRR (2023)
Zhizhong Huang, Mingliang Dai, Yi Zhang, Junping Zhang, Hongming Shan
Point, Segment and Count: A Generalized Framework for Object Counting. CoRR (2023)
Weiyi Yu, Yiming Lei, Hongming Shan
FAN-Net: Fourier-Based Adaptive Normalization For Cross-Domain Stroke Lesion Segmentation. CoRR (2023)
Zhizhong Huang, Siteng Ma, Junping Zhang, Hongming Shan
Adaptive Nonlinear Latent Transformation for Conditional Face Editing. ICCV (2023)
Yiming Lei, Zilong Li, Yangyang Li, Junping Zhang, Hongming Shan
LICO: Explainable Models with Language-Image COnsistency. NeurIPS (2023)
Jiaxin Ye, Xin-Cheng Wen, Yujie Wei, Yong Xu, Kunhong Liu, Hongming Shan
Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition. ICASSP (2023)
Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang
Mutual Information Based Reweighting for Precipitation Nowcasting. ICASSP (2023)
Weiyi Yu, Yiming Lei, Hongming Shan
Fan-Net: Fourier-Based Adaptive Normalization for Cross-Domain Stroke Lesion Segmentation. ICASSP (2023)
Zhihao Chen, Qi Gao, Yi Zhang, Hongming Shan
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising. CoRR (2023)
Qi Gao, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization. CoRR (2023)
Weiyi Yu, Zhizhong Huang, Junping Zhang, Hongming Shan
SAN-Net: Learning generalization to unseen sites for stroke lesion segmentation with self-adaptive normalization. Comput. Biol. Medicine 156 (2023)
Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang, Hongming Shan
Online Prototype Learning for Online Continual Learning. CoRR (2023)
Hongming Shan, Rodrigo de Barros Vimieiro, Lucas R. Borges, Marcelo Andrade da Costa Vieira, Ge Wang
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography. Artif. Intell. Medicine 142 (2023)
Yiming Lei, Zilong Li, Yangyang Li, Junping Zhang, Hongming Shan
CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation. CoRR (2023)
Tao Chen, Chenhui Wang, Hongming Shan
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation. MICCAI (4) (2023)
Ziyuan Yang, Zerui Shao, Huijie Huangfu, Hui Yu, Andrew Beng Jin Teoh, Xiaoxiao Li, Hongming Shan, Yi Zhang
Energizing Federated Learning via Filter-Aware Attention. CoRR (2023)
Zhizhong Huang, Jie Chen, Junping Zhang, Hongming Shan
Learning Representation for Clustering Via Prototype Scattering and Positive Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan
FreeSeed: Frequency-Band-Aware and Self-guided Network for Sparse-View CT Reconstruction. MICCAI (10) (2023)
Zhihao Chen, Chuang Niu, Ge Wang, Hongming Shan
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring. CoRR (2023)
Zhizhong Huang, Junping Zhang, Hongming Shan
Twin Contrastive Learning with Noisy Labels. CVPR (2023)
Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang, Hongming Shan
Learning to Distill Global Representation for Sparse-View CT. ICCV (2023)
Zhihao Chen, Bin Hu, Chuang Niu, Tao Chen, Yuxin Li, Hongming Shan, Ge Wang
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models. CoRR (2023)
Zhizhong Huang, Junping Zhang, Hongming Shan
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and a New Benchmark. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Yiming Lei, Zilong Li, Yangyang Li, Junping Zhang, Hongming Shan
LICO: Explainable Models with Language-Image Consistency. CoRR (2023)
Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang, Hongming Shan
Online Prototype Learning for Online Continual Learning. ICCV (2023)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Jiliu Zhou, Hongming Shan, Yi Zhang
NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising. IEEE Trans. Medical Imaging 42 (3) (2023)
Yangyang Li, Chaoqun Fei, Chuanqing Wang, Hongming Shan, Ruqian Lu
Geometry Flow-Based Deep Riemannian Metric Learning. IEEE CAA J. Autom. Sinica 10 (9) (2023)
Yiming Lei, Zilong Li, Yan Shen, Junping Zhang, Hongming Shan
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction. CoRR (2023)
Junping Zhang, Jian Pu, Jie Chen, Haolin Fu, Yongzhi Tao, Shihmin Wang, Qi Chen, Yunfeng Xiao, Siming Chen, Yuan Cheng, Hongming Shan, Dewang Chen, Fei-Yue Wang
DSiV: Data Science for Intelligent Vehicles. IEEE Trans. Intell. Veh. 8 (4) (2023)
Binglei Li, Zhizhong Huang, Hongming Shan, Junping Zhang
Semantic Latent Decomposition with Normalizing Flows for Face Editing. CoRR (2023)
Mingliang Dai, Zhizhong Huang, Jiaqi Gao, Hongming Shan, Junping Zhang
Cross-head Supervision for Crowd Counting with Noisy Annotations. CoRR (2023)
Mingliang Dai, Zhizhong Huang, Jiaqi Gao, Hongming Shan, Junping Zhang
Cross-Head Supervision for Crowd Counting with Noisy Annotations. ICASSP (2023)
Jiaxin Ye, Yujie Wei, Xin-Cheng Wen, Chenglong Ma, Zhizhong Huang, Kunhong Liu, Hongming Shan
Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition. CoRR (2023)
Jiaqi Gao, Jingqi Li, Hongming Shan, Yanyun Qu, James Z. Wang, Fei-Yue Wang, Junping Zhang
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting. Frontiers Inf. Technol. Electron. Eng. 24 (2) (2023)
Yujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu, Yingya Zhang, Jingren Zhou, Hongming Shan
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion. CoRR (2023)
Xin Zheng, Ziang Peng, Yuan Cao, Hongming Shan, Junping Zhang
ViP-Mixer: A Convolutional Mixer for Video Prediction. CoRR (2023)
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey. IEEE Signal Process. Mag. 40 (2) (2023)
Jingqi Li, Jiaqi Gao, Yuzhen Zhang, Hongming Shan, Junping Zhang
Motion Matters: A Novel Motion Modeling for Cross-View Gait Feature Learning. ICASSP (2023)
Zhizhong Huang, Junping Zhang, Hongming Shan
Twin Contrastive Learning with Noisy Labels. CoRR (2023)
Zilong Li, Yiming Lei, Chenglong Ma, Junping Zhang, Hongming Shan
Prompt-In-Prompt Learning for Universal Image Restoration. CoRR (2023)
Zhizhong Huang, Siteng Ma, Junping Zhang, Hongming Shan
Adaptive Nonlinear Latent Transformation for Conditional Face Editing. CoRR (2023)
Yiming Lei, Zilong Li, Yan Shen, Junping Zhang, Hongming Shan
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction. MICCAI (7) (2023)
Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang, Hongming Shan
Learning to Distill Global Representation for Sparse-View CT. CoRR (2023)
Jingqi Li, Yuzhen Zhang, Hongming Shan, Junping Zhang
Gaitcotr: Improved Spatial-Temporal Representation for Gait Recognition with a Hybrid Convolution-Transformer Framework. ICASSP (2023)
Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan
FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction. CoRR (2023)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Mingzheng Hou, Hu Chen, Hongming Shan, Yi Zhang
Low-Dose CT Denoising via Neural Architecture Search. ISBI (2022)
Jiaxin Ye, Xin-Cheng Wen, Yujie Wei, Yong Xu, Kunhong Liu, Hongming Shan
Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition. CoRR (2022)
Weiyi Yu, Zhizhong Huang, Junping Zhang, Hongming Shan
Site Generalization: Stroke Lesion Segmentation on Magnetic Resonance Images from Unseen Sites. CoRR (2022)
Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan
DU-GAN: Generative Adversarial Networks With Dual-Domain U-Net-Based Discriminators for Low-Dose CT Denoising. IEEE Trans. Instrum. Meas. 71 (2022)
Mufeng Geng, Xiangxi Meng, Jiangyuan Yu, Lei Zhu, Lujia Jin, Zhe Jiang, Bin Qiu, Hui Li, Hanjing Kong, Jianmin Yuan, Kun Yang, Hongming Shan, Hongbin Han, Zhi Yang, Qiushi Ren, Yanye Lu
Content-Noise Complementary Learning for Medical Image Denoising. IEEE Trans. Medical Imaging 41 (2) (2022)
Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels. CoRR (2022)
Aaron Babier, Rafid Mahmood, Binghao Zhang, Victor Gabriel Leandro Alves, Ana Maria Barragán-Montero, Joel Beaudry, Carlos E. Cardenas S., Yankui Chang, Zijie Chen, Jaehee Chun, Kelly Diaz, Harold David Eraso, Erik Faustmann, Sibaji Gaj, Skylar S. Gay, Mary Gronberg, Bingqi Guo, Junjun He, Gerd Heilemann, Sanchit Hira, Yuliang Huang, Fuxin Ji, Dashan Jiang, Jean Carlo Jimenez Giraldo, Hoyeon Lee, Jun Lian, Shuolin Liu, Keng-Chi Liu, José Marrugo, Kentaro Miki, Kunio Nakamura, Tucker J. Netherton, Dan Nguyen, Hamidreza Nourzadeh, Alexander F. I. Osman, Zhao Peng, José Darío Quinto Muñoz, Christian Ramsl, Dong Joo Rhee, Juan David Rodriguez, Hongming Shan, Jeffrey V. Siebers, Mumtaz Hussain Soomro, Kay Sun, Andrés Usuga Hoyos, Carlos Valderrama, Rob Verbeek, Enpei Wang, Siri Willems, Qi Wu, Xuanang Xu, Sen Yang, Lulin Yuan, Simeng Zhu, Lukas Zimmermann, Kevin L. Moore, Thomas G. Purdie, Andrea L. McNiven, Timothy C. Y. Chan
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines. CoRR (2022)
Jiaqi Gao, Jingqi Li, Hongming Shan, Yanyun Qu, James Z. Wang, Junping Zhang
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting. CoRR (2022)
Haiping Zhu, Hongming Shan, Yuheng Zhang, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang
Convolutional Ordinal Regression Forest for Image Ordinal Estimation. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Chuang Niu, Hongming Shan, Ge Wang
SPICE: Semantic Pseudo-Labeling for Image Clustering. IEEE Trans. Image Process. 31 (2022)
Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu, Varut Vardhanabhuti, Ge Wang
Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results. Patterns 3 (5) (2022)
Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels. IEEE CAA J. Autom. Sinica 9 (7) (2022)
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
Synergizing Physics/Model-based and Data-driven Methods for Low-Dose CT. CoRR (2022)
Yuan Cao, Lei Chen, Danchen Zhang, Leiming Ma, Hongming Shan
Hybrid Weighting Loss for Precipitation Nowcasting from Radar Images. ICASSP (2022)
Jingqi Li, Jiaqi Gao, Yuzhen Zhang, Hongming Shan, Junping Zhang
GaitMAST: Motion-Aware Spatio-Temporal Feature Learning Network for Cross-View Gait Recognition. CoRR (2022)
Zilong Li, Qi Gao, Yaping Wu, Chuang Niu, Junping Zhang, Meiyun Wang, Ge Wang, Hongming Shan
FD-MAR: Fourier Dual-domain Network for CT Metal Artifact Reduction. CoRR (2022)
Rodrigo de Barros Vimieiro, Chuang Niu, Hongming Shan, Lucas Rodrigues Borges, Ge Wang, Marcelo Andrade da Costa Vieira
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain. CoRR (2022)
Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu, Varut Vardhanabhuti, Ge Wang
Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks. Patterns 3 (5) (2022)
Zhizhong Huang, Junping Zhang, Hongming Shan
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark. CoRR (2022)
Yiming Lei, Hongming Shan, Junping Zhang
Meta ordinal weighting net for improving lung nodule classification. CoRR (2021)
Zhizhong Huang, Junping Zhang, Hongming Shan
RoutingGAN: Routing Age Progression and Regression with Disentangled Learning. CoRR (2021)
Zhizhong Huang, Junping Zhang, Hongming Shan
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework. CoRR (2021)
Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan
DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising. CoRR (2021)
Hongming Shan, Rodrigo de Barros Vimieiro, Lucas Rodrigues Borges, Marcelo Andrade da Costa Vieira, Ge Wang
Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography. CoRR (2021)
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows. IJCAI (2021)
Yiming Lei, Hongming Shan, Junping Zhang
Meta Ordinal Weighting Net For Improving Lung Nodule Classification. ICASSP (2021)
Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising. CoRR (2021)
Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang
Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition. ICASSP (2021)
Zhizhong Huang, Junping Zhang, Hongming Shan
Routinggan: Routing Age Progression and Regression with Disentangled Learning. ICASSP (2021)
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan
PFA-GAN: Progressive Face Aging With Generative Adversarial Network. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Qing Lyu, Hongming Shan, Yibin Xie, Alan C. Kwan, Yuka Otaki, Keiichiro Kuronuma, Debiao Li, Ge Wang
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network. IEEE Trans. Medical Imaging 40 (8) (2021)
Zhizhong Huang, Junping Zhang, Hongming Shan
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework. CVPR (2021)
Zhao Peng, Ming Ni, Hongming Shan, Yu Lu, Yongzhe Li, Yifan Zhang, Xi Pei, Zhi Chen, Qiang Xie, Shicun Wang, X. George Xu
Feasibility evaluation of PET scan-time reduction for diagnosing amyloid-β levels in Alzheimer's disease patients using a deep-learning-based denoising algorithm. Comput. Biol. Medicine 138 (2021)
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows. CoRR (2021)
Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang
SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait Recognition. CoRR (2021)
Zhizhong Huang, Jie Chen, Junping Zhang, Hongming Shan
Exploring Non-Contrastive Representation Learning for Deep Clustering. CoRR (2021)
Fenglei Fan, Hongming Shan, Mannudeep K. Kalra, Ramandeep Singh, Guhan Qian, Matthew Getzin, Yueyang Teng, Juergen Hahn, Ge Wang
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising. IEEE Trans. Medical Imaging 39 (6) (2020)
Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang
Look Globally, Age Locally: Face Aging With an Attention Mechanism. ICASSP (2020)
Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hongming Shan