| 2025 | AAAI | DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization. | Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li |
| 2025 | CVPR | NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation. | Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng |
| 2025 | ICASSP | Enhancing Federated Domain Adaptation via Multi-Granular Fine-Grained Alignment. | Ziyun Cai, Shangshang Song, Jie Song, Yawen Huang, Changhui Hu, Xiao-Yuan Jing |
| 2025 | ICCV | A Simple Yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks. | Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2025 | ICCV | GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives. | Weihao Yu, Xiaoqing Guo, Xinyu Liu, Yifan Liu, Hao Zheng, Yawen Huang, Yixuan Yuan |
| 2025 | ICICS | Hierarchical Recovery of Convolutional Neural Networks via Self-embedding Watermarking. | Yawen Huang, Huaicong Zhang |
| 2025 | MICCAI | TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency. | Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long, Yefeng Zheng |
| 2024 | AAAI | Learning Generalized Medical Image Segmentation from Decoupled Feature Queries. | Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2024 | AAAI | Federated Learning via Input-Output Collaborative Distillation. | Xuan Gong, Shanglin Li, Yuxiang Bao, Barry Yao, Yawen Huang, Ziyan Wu, Baochang Zhang, Yefeng Zheng, David S. Doermann |
| 2024 | AAAI | Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation. | Huimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng |
| 2024 | CVPR | Going Beyond Multi-Task Dense Prediction with Synergy Embedding Models. | Huimin Huang, Yawen Huang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hao Zheng, Yuexiang Li, Yefeng Zheng |
| 2024 | CVPR | Tune-an-Ellipse: CLIP Has Potential to Find what you Want. | Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jrgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou |
| 2024 | ICASSP | Self-Supervised Cross-Level Consistency Learning For Fundus Image Classification. | Qi Bi, Hao Zheng, Xu Sun, Jingjun Yi, Wentian Zhang, Yawen Huang, Yuexiang Li, Yefeng Zheng |
| 2024 | IJCNN | Dual Variational Knowledge Attention for Class Incremental Vision Transformer. | Haoran Duan, Rui Sun, Varun Ojha, Tejal Shah, Zhuoxu Huang, Zizhou Ouyang, Yawen Huang, Yang Long, Rajiv Ranjan |
| 2024 | MICCAI | Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation. | Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Shaoxin Li, Yuexiang Li, Yefeng Zheng, Feiyue Huang |
| 2023 | AAAI | ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation. | Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Hong Wang, Yuexiang Li, Yawen Huang, Yefeng Zheng |
| 2023 | AAAI | Combating Mode Collapse via Offline Manifold Entropy Estimation. | Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng |
| 2023 | CVPR | SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation. | Huimin Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Hong Wang, Yawen Huang, Yefeng Zheng |
| 2023 | CVPR | AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. | Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng |
| 2023 | CVPR | Interactive Segmentation as Gaussian Process Classification. | Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng |
| 2023 | ICCV | FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs. | Peng Tu, Xu Xie, Guo Ai, Yuexiang Li, Yawen Huang, Yefeng Zheng |
| 2023 | ICCV | BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion. | Jinheng Xie, Yuexiang Li, Yawen Huang, Haozhe Liu, Wentian Zhang, Yefeng Zheng, Mike Zheng Shou |
| 2023 | MICCAI | Rethinking a Unified Generative Adversarial Model for MRI Modality Completion. | Yixiao Yuan, Yawen Huang, Yi Zhou |
| 2022 | AAAI | GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference. | Peng Tu, Yawen Huang, Feng Zheng, Zhenyu He, Liujuan Cao, Ling Shao |
| 2022 | ECCV | Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks. | Yawen Huang, Feng Zheng, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng |
| 2022 | ECCV | Decoupled Mixup for Out-of-Distribution Visual Recognition. | Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng |
| 2022 | MICCAI | Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. | Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng |
| 2022 | MICCAI | Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification. | Yuexiang Li, Nanjun He, Yawen Huang |
| 2022 | MICCAI | Orientation-Shared Convolution Representation for CT Metal Artifact Learning. | Hong Wang, Qi Xie, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng |
| 2022 | MICCAI | mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. | Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng |
| 2022 | MMM | Compressive Sensing-Based Image Encryption and Authentication in Edge-Clouds. | Hongying Zheng, Yawen Huang, Lin Li, Di Xiao |
| 2021 | CVPR | Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net. | Yawen Huang, Feng Zheng, Danyang Wang, Weilin Huang, Matthew R. Scott, Ling Shao |
| 2020 | IJCAI | Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks. | Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang, Ling Shao |
| 2017 | CVPR | Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding. | Yawen Huang, Ling Shao, Alejandro F. Frangi |
| 2017 | MICCAI | DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI. | Yawen Huang, Ling Shao, Alejandro F. Frangi |
| 2017 | MICCAI | Region-Enhanced Joint Dictionary Learning for Cross-Modality Synthesis in Diffusion Tensor Imaging. | Danyang Wang, Yawen Huang, Alejandro F. Frangi |
| 2016 | ICRA | Color object recognition via cross-domain learning on RGB-D images. | Yawen Huang, Fan Zhu, Ling Shao, Alejandro F. Frangi |
| 2016 | MICCAI | Geometry Regularized Joint Dictionary Learning for Cross-Modality Image Synthesis in Magnetic Resonance Imaging. | Yawen Huang, Leandro Beltrachini, Ling Shao, Alejandro F. Frangi |