| 2025 | CVPR | Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model. | Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang |
| 2025 | ICASSP | DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection. | Jiaxin Ye, Junping Zhang, Hongming Shan |
| 2025 | ICCV | DreamRelation: Relation-Centric Video Customization. | Yujie Wei, Shiwei Zhang, Hangjie Yuan, Biao Gong, Longxiang Tang, Xiang Wang, Haonan Qiu, Hengjia Li, Shuai Tan, Yingya Zhang, Hongming Shan |
| 2025 | ICML | PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering. | Xuqian Xue, Yiming Lei, Qi Cai, Hongming Shan, Junping Zhang |
| 2025 | ICML | Emotional Face-to-Speech. | Jiaxin Ye, Boyuan Cao, Hongming Shan |
| 2025 | MICCAI | Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction. | Tao Chen, Chenhui Wang, Zhihao Chen, Hongming Shan |
| 2025 | MICCAI | Towards Interpretable Counterfactual Generation via Multimodal Autoregression. | Chenglong Ma, Yuanfeng Ji, Jin Ye, Lu Zhang, Ying Chen, Tianbin Li, Mingjie Li, Junjun He, Hongming Shan |
| 2024 | CVPR | Dream Video: Composing Your Dream Videos with Customized Subject and Motion. | Yujie Wei, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu, Yingya Zhang, Jingren Zhou, Hongming Shan |
| 2024 | CVPR | Point, Segment and Count: A Generalized Framework for Object Counting. | Zhizhong Huang, Mingliang Dai, Yi Zhang, Junping Zhang, Hongming Shan |
| 2024 | ICASSP | Semantic Latent Decomposition with Normalizing Flows for Face Editing. | Binglei Li, Zhizhong Huang, Hongming Shan, Junping Zhang |
| 2024 | IJCAI | FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on. | Chenhui Wang, Tao Chen, Zhihao Chen, Zhizhong Huang, Taoran Jiang, Qi Wang, Hongming Shan |
| 2023 | CVPR | Twin Contrastive Learning with Noisy Labels. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2023 | ICASSP | Mutual Information Based Reweighting for Precipitation Nowcasting. | Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Cross-Head Supervision for Crowd Counting with Noisy Annotations. | Mingliang Dai, Zhizhong Huang, Jiaqi Gao, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Motion Matters: A Novel Motion Modeling for Cross-View Gait Feature Learning. | Jingqi Li, Jiaqi Gao, Yuzhen Zhang, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Gaitcotr: Improved Spatial-Temporal Representation for Gait Recognition with a Hybrid Convolution-Transformer Framework. | Jingqi Li, Yuzhen Zhang, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition. | Jiaxin Ye, Xin-Cheng Wen, Yujie Wei, Yong Xu, Kunhong Liu, Hongming Shan |
| 2023 | ICASSP | DO-FAM: Disentangled Non-Linear Latent Navigation For Facial Attribute Manipulation. | Yifan Yuan, Siteng Ma, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Fan-Net: Fourier-Based Adaptive Normalization for Cross-Domain Stroke Lesion Segmentation. | Weiyi Yu, Yiming Lei, Hongming Shan |
| 2023 | ICCV | Online Prototype Learning for Online Continual Learning. | Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2023 | ICCV | Adaptive Nonlinear Latent Transformation for Conditional Face Editing. | Zhizhong Huang, Siteng Ma, Junping Zhang, Hongming Shan |
| 2023 | ICCV | Learning to Distill Global Representation for Sparse-View CT. | Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang, Hongming Shan |
| 2023 | MICCAI | ASCON: Anatomy-Aware Supervised Contrastive Learning Framework for Low-Dose CT Denoising. | Zhihao Chen, Qi Gao, Yi Zhang, Hongming Shan |
| 2023 | MICCAI | BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation. | Tao Chen, Chenhui Wang, Hongming Shan |
| 2023 | MICCAI | CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction. | Yiming Lei, Zilong Li, Yan Shen, Junping Zhang, Hongming Shan |
| 2023 | MICCAI | FreeSeed: Frequency-Band-Aware and Self-guided Network for Sparse-View CT Reconstruction. | Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan |
| 2022 | ICASSP | Hybrid Weighting Loss for Precipitation Nowcasting from Radar Images. | Yuan Cao, Lei Chen, Danchen Zhang, Leiming Ma, Hongming Shan |
| 2021 | CVPR | When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2021 | ICASSP | Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition. | Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang |
| 2021 | ICASSP | Routinggan: Routing Age Progression and Regression with Disentangled Learning. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2021 | ICASSP | Meta Ordinal Weighting Net For Improving Lung Nodule Classification. | Yiming Lei, Hongming Shan, Junping Zhang |
| 2021 | IJCAI | AgeFlow: Conditional Age Progression and Regression with Normalizing Flows. | Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan |
| 2020 | ICASSP | Look Globally, Age Locally: Face Aging With an Attention Mechanism. | Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang |
| 2016 | ECAI | Randomized Distribution Feature for Image Classification. | Hongming Shan, Junping Zhang |
| 2016 | ICONIP | Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis. | Haiping Zhu, Hongming Shan, Youngjoo Lee, Yiwei He, Qi Zhou, Junping Zhang |