| 2026 | AAAI | VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation. | Guilian Chen, Xiaoling Luo, Huisi Wu, Jing Qin |
| 2026 | AAAI | Palimpsest: Reconciling the CISS Trilemma for Incremental Nuclei Segmentation. | Jiajia Li, Huisi Wu |
| 2026 | AAAI | CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization. | Xuexin Wu, Zhenhui Ding, Huisi Wu, Jing Qin |
| 2025 | AAAI | Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. | Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen |
| 2025 | CGI | Line Drawing Abstraction Based on Line Importance Evaluation. | Shilong Deng, Xueting Liu, Chengze Li, Ping Li, Zhenkun Wen, Huisi Wu |
| 2025 | CGI | Cartoon Animation Shading Removal. | Zhenhua Ou, Chengze Li, Xueting Liu, Zhenkun Wen, Huisi Wu |
| 2025 | CVPR | CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation. | Zhenhui Ding, Guilian Chen, Qin Zhang, Huisi Wu, Jing Qin |
| 2025 | ICCV | STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning. | Guilian Chen, Huisi Wu, Jing Qin |
| 2025 | ICCV | WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation. | Jiajia Li, Huisi Wu, Jing Qin |
| 2025 | ICCV | GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule. | Rui Wang, Yimu Sun, Jingxing Guo, Huisi Wu, Jing Qin |
| 2025 | ICCV | RA-BUSSeg: Relation-Aware Semi-Supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-Layer Alignment. | Wanting Zhang, Zhenhui Ding, Guilian Chen, Huisi Wu, Jing Qin |
| 2025 | ICIP | Robust Character Stroke Segmentation For Diverse Fonts Via Contour Matching and Chain Propagation. | Hao Xia, Xueting Liu, Chengze Li, Zhenkun Wen, Huisi Wu |
| 2025 | MICCAI | Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection. | Yihuang Hu, Qi Chen, Linbo Liao, Weiping Lin, Huisi Wu, Liansheng Wang |
| 2024 | AAAI | An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment. | Zhixue Fang, Xinrong Guo, Jingyin Lin, Huisi Wu, Jing Qin |
| 2024 | AAAI | FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers. | Yuzhi Liu, Huisi Wu, Jing Qin |
| 2024 | CVPR | MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation. | Xiaolong Deng, Huisi Wu, Runhao Zeng, Jing Qin |
| 2024 | CVPR | PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise Hardness. | Siyao Jiang, Huisi Wu, Junyang Chen, Qin Zhang, Jing Qin |
| 2024 | CVPR | Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation. | Huyong Wang, Huisi Wu, Jing Qin |
| 2024 | CVPR | Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions. | Runhao Zeng, Xiaoyong Chen, Jiaming Liang, Huisi Wu, Guangzhong Cao, Yong Guo |
| 2024 | ECCV | VP-SAM: Taming Segment Anything Model for Video Polyp Segmentation via Disentanglement and Spatio-Temporal Side Network. | Zhixue Fang, Yuzhi Liu, Huisi Wu, Jing Qin |
| 2024 | ECCV | Domesticating SAM for Breast Ultrasound Image Segmentation via Spatial-Frequency Fusion and Uncertainty Correction. | Wanting Zhang, Huisi Wu, Jing Qin |
| 2024 | IJCAI | CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection. | Qin Zhang, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen |
| 2024 | MICCAI | Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model. | Yihuang Hu, Qiong Peng, Zhicheng Du, Guojun Zhang, Huisi Wu, Jingxin Liu, Hao Chen, Liansheng Wang |
| 2024 | PG | A Contrastive Unified Encoding Framework for Sticker Style Editing. | Zhihong Ni, Chengze Li, Hanyuan Liu, Xueting Liu, Tien-Tsin Wong, Zhenkun Wen, Huisi Wu |
| 2023 | AAAI | Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning. | Huisi Wu, Jingyin Lin, Wende Xie, Jing Qin |
| 2023 | AAAI | ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning. | Huisi Wu, Wende Xie, Jingyin Lin, Xinrong Guo |
| 2022 | CBMS | Left and Right Ventricular Segmentation Based on 3D Region-Aware U-Net. | Xiaoting Huang, Wenjie Chen, Xueting Liu, Huisi Wu, Zhenkun Wen, Linlin Shen |
| 2022 | CGI | Authenticity Identification of Qi Baishi's Shrimp Painting with Dynamic Token Enhanced Visual Transformer. | Wenjie Chen, Xiaoting Huang, Xueting Liu, Huisi Wu, Fu Qi |
| 2022 | CVPR | Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images. | Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin |
| 2022 | ECCV | ExSwin-Unet: An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation. | Yufei Wen, Chongxin Liang, Jingyin Lin, Huisi Wu, Jing Qin |
| 2022 | ECCV | Dual Contrastive Learning with Anatomical Auxiliary Supervision for Few-Shot Medical Image Segmentation. | Huisi Wu, Fangyan Xiao, Chongxin Liang |
| 2022 | MICCAI | Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection. | Minmin Liu, Xuechen Li, Xiangbo Gao, Junliang Chen, Linlin Shen, Huisi Wu |
| 2021 | AAAI | Deep Style Transfer for Line Drawings. | Xueting Liu, Wenliang Wu, Huisi Wu, Zhenkun Wen |
| 2021 | AAAI | Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images. | Huisi Wu, Jiasheng Liu, Wei Wang, Zhenkun Wen, Jing Qin |
| 2021 | AAAI | Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos. | Huisi Wu, Jiafu Zhong, Wei Wang, Zhenkun Wen, Jing Qin |
| 2021 | ICCV | Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation. | Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin |
| 2021 | MICCAI | Automated Malaria Cells Detection from Blood Smears Under Severe Class Imbalance via Importance-Aware Balanced Group Softmax. | Canfeng Lin, Huisi Wu, Zhenkun Wen, Jing Qin |
| 2020 | MICCAI | Memory-Efficient Automatic Kidney and Tumor Segmentation Based on Non-local Context Guided 3D U-Net. | Zhuoying Li, Junquan Pan, Huisi Wu, Zhenkun Wen, Jing Qin |
| 2020 | MICCAI | RVSeg-Net: An Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation. | Wei Wang, Jiafu Zhong, Huisi Wu, Zhenkun Wen, Jing Qin |
| 2020 | MICCAI | PolypSeg: An Efficient Context-Aware Network for Polyp Segmentation from Colonoscopy Videos. | Jiafu Zhong, Wei Wang, Huisi Wu, Zhenkun Wen, Jing Qin |
| 2019 | CGI | Video Tamper Detection Based on Convolutional Neural Network and Perceptual Hashing Learning. | Huisi Wu, Yawen Zhou, Zhenkun Wen |
| 2018 | ICASSP | A Second-Order Variational Framework for Joint Depth Map Estimation and Image Dehazing. | Ryan Wen Liu, Shengwu Xiong, Huisi Wu |
| 2017 | ICONIP | Automatic Leaf Recognition Based on Deep Convolutional Networks. | Huisi Wu, Yongkui Xiang, Jingjing Liu, Zhenkun Wen |