Huang, Yawen

28 publications

ICCV 2025 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

NeurIPS 2025 D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images Shurong Yang, Dong Wei, Yihuang Hu, Qiong Peng, Hong Liu, Yawen Huang, Xian Wu, Yefeng Zheng, Liansheng Wang

AAAI 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li

NeurIPS 2025 Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration Jingjun Yi, Qi Bi, Hao Zheng, Huimin Huang, Yixian Shen, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng

ICCV 2025 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

NeurIPS 2025 Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization Hao Zheng, Jingjun Yi, Qi Bi, Huimin Huang, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng

CVPR 2025 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

AAAI 2024 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

AAAI 2024 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

CVPR 2024 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

NeurIPS 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li, Yefeng Zheng

AAAI 2024 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng

NeurIPS 2024 Samba: Severity-Aware Recurrent Modeling for Cross-Domain Medical Image Grading Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng

CVPR 2024 Tune-an-Ellipse: CLIP Has Potential to Find What You Want Jinheng Xie, Songhe Deng, Bing Li, Haozhe Liu, Yawen Huang, Yefeng Zheng, Jurgen Schmidhuber, Bernard Ghanem, Linlin Shen, Mike Zheng Shou

CVPR 2023 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

ICCV 2023 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

AAAI 2023 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

AAAI 2023 Combating Mode Collapse via Offline Manifold Entropy Estimation Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng

NeurIPS 2023 Dynamically Masked Discriminator for GANs Wentian Zhang, Haozhe Liu, Bing Li, Jinheng Xie, Yawen Huang, Yuexiang Li, Yefeng Zheng, Bernard Ghanem

ICCV 2023 FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs Peng Tu, Xu Xie, Guo Ai, Yuexiang Li, Yawen Huang, Yefeng Zheng

CVPR 2023 Interactive Segmentation as Gaussion Process Classification Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng

CVPR 2023 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

ECCVW 2022 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

ECCV 2022 Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks Yawen Huang, Feng Zheng, Xu Sun, Yuexiang Li, Ling Shao, Yefeng Zheng

AAAI 2022 GuidedMix-Net: Semi-Supervised Semantic Segmentation by Using Labeled Images as Reference Peng Tu, Yawen Huang, Feng Zheng, Zhenyu He, Liujuan Cao, Ling Shao

CVPR 2021 Brain Image Synthesis with Unsupervised Multivariate Canonical CSCl4Net Yawen Huang, Feng Zheng, Danyang Wang, Weilin Huang, Matthew R. Scott, Ling Shao

IJCAI 2020 Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks Yawen Huang, Feng Zheng, Danyang Wang, Junyu Jiang, Xiaoqian Wang, Ling Shao

CVPR 2017 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