SSPF-Net: Learning Organ Shape-Aware and Self-Calibration Prototypes for Few-Shot Medical Image Segmentation.

Huisi Wu https://orcid.org/0000-0002-0399-9089

Shihao Zheng Huisi Wu SSPF-Net: Learning Organ Shape-Aware and Self-Calibration Prototypes for Few-Shot Medical Image Segmentation. 2026 8362-8372 23 IEEE Trans Autom. Sci. Eng. https://doi.org/10.1109/TASE.2026.3684495 db/journals/tase/tase23.html#ZhengW26 streams/journals/tase

Siyao Jiang Huisi Wu Yu Zhou 0027 Junyang Chen 0001 Jing Qin 0001 Semi-Supervised Breast Lesion Segmentation Using Confidence-Ranked Features and Bi-Level Prototypes. 2026 March 1290-1301 37 IEEE Trans. Neural Networks Learn. Syst. 3 https://doi.org/10.1109/TNNLS.2025.3616332 db/journals/tnn/tnn37.html#JiangWZCQ26 streams/journals/tnn

Guilian Chen Xiaoling Luo 0001 Huisi Wu Jing Qin 0001 VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation. 2850-2858 2026 AAAI https://doi.org/10.1609/aaai.v40i4.37275 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChenLWQ26 Xuexin Wu Zhenhui Ding Huisi Wu Jing Qin 0001 CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization. 10799-10807 2026 AAAI https://doi.org/10.1609/aaai.v40i13.38055 conf/aaai/2026 db/conf/aaai/aaai2026.html#WuDWQ26 Jiajia Li Huisi Wu Palimpsest: Reconciling the CISS Trilemma for Incremental Nuclei Segmentation. 22940-22948 2026 AAAI https://doi.org/10.1609/aaai.v40i27.39458 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiW26

Rui Wang 0186 Huisi Wu Jing Qin 0001 OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement. 2026 March abs/2603.26188 CoRR https://doi.org/10.48550/arXiv.2603.26188 db/journals/corr/corr2603.html#abs-2603-26188 streams/journals/corr

Junyang Chen 0001 Rui Mi Huan Wang 0005 Huisi Wu Jiqian Mo Jingcai Guo Zhihui Lai 0001 Liang-Jie Zhang Victor C. M. Leung A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social Networks. 1927-1941 2025 August 12 IEEE Trans. Comput. Soc. Syst. 4 https://doi.org/10.1109/TCSS.2024.3452697 db/journals/tcss/tcss12.html#ChenMWWMGLZL25 streams/journals/tcss

Yu Zhou 0027 Wei Xie 0020 Huisi Wu Lei Huang 0001 Sam Kwong Jianmin Jiang Denoiser-Regulated Deep Unfolding Compressed Sensing With Learnable Fixed-Point Projections. 3462-3474 2025 April 35 IEEE Trans. Circuits Syst. Video Technol. 4 https://doi.org/10.1109/TCSVT.2024.3505212 db/journals/tcsv/tcsv35.html#ZhouXWHKJ25 streams/journals/tcsv

Runhao Zeng Yishen Zhuo Jialiang Li Yunjin Yang Huisi Wu Qi Chen 0014 Xiping Hu Victor C. M. Leung Improving Video Moment Retrieval by Auxiliary Moment-Query Pairs With Hyper-Interaction. 3940-3954 2025 May 35 IEEE Trans. Circuits Syst. Video Technol. 5 https://doi.org/10.1109/TCSVT.2024.3513633 db/journals/tcsv/tcsv35.html#ZengZLYWCHL25 streams/journals/tcsv

Xiaolong Deng Huisi Wu Echocardiography Video Segmentation via Neighborhood Correlation Mining. 5172-5182 2025 December 44 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2025.3588157 db/journals/tmi/tmi44.html#DengW25 streams/journals/tmi

Huisi Wu Zebin Zhao 0004 EPSegNet: Lightweight Semantic Recalibration and Assembly for Efficient Polyp Segmentation. 13805-13817 2025 August 36 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2025.3527557 db/journals/tnn/tnn36.html#WuZ25 streams/journals/tnn

Hong Zhou Peifeng Lai Zhida Sun Xiangyuan Chen Yang Chen Huisi Wu Yong Wang 0021 AdaMotif: Graph Simplification via Adaptive Motif Design. 688-698 2025 January 31 IEEE Trans. Vis. Comput. Graph. 1 https://doi.org/10.1109/TVCG.2024.3456321 db/journals/tvcg/tvcg31.html#ZhouLSCCWW25 streams/journals/tvcg

Huisi Wu Hao Meng Chengze Li Xueting Liu 0001 Zhenkun Wen Tong-Yee Lee Cartoon Animation Outpainting With Region-Guided Motion Inference. 2086-2100 2025 April 31 IEEE Trans. Vis. Comput. Graph. 4 https://doi.org/10.1109/TVCG.2024.3379125 db/journals/tvcg/tvcg31.html#WuMLLWL25 streams/journals/tvcg

Shihao Zheng Huisi Wu Zhijian Gao Ping Li 0016 Few-shot medical image segmentation via query transformation learning. 6439-6452 2025 July 41 Vis. Comput. 9 https://doi.org/10.1007/s00371-025-03945-2 db/journals/vc/vc41.html#ZhengWGL25 streams/journals/vc

Xiaoling Luo 0001 Qihao Xu Huisi Wu Chengliang Liu 0003 Zhihui Lai 0001 Linlin Shen Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. 19224-19232 2025 AAAI https://doi.org/10.1609/aaai.v39i18.34116 conf/aaai/2025 db/conf/aaai/aaai2025.html#LuoXW0LS25 Zhenhui Ding Guilian Chen Qin Zhang 0011 Huisi Wu Jing Qin 0001 CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation. 15632-15641 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Ding_CSC-PA_Cross-image_Semantic_Correlation_via_Prototype_Attentions_for_Single-network_Semi-supervised_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01457 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#DingC0WQ25 Rui Wang 0186 Yimu Sun Jingxing Guo Huisi Wu Jing Qin 0001 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule. 2025 ICCV 12191-12200 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01133 db/conf/iccv/iccv2025.html#WangSGWQ25 streams/conf/iccv Guilian Chen Huisi Wu Jing Qin 0001 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning. 2025 ICCV 21364-21373 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01984 db/conf/iccv/iccv2025.html#ChenWQ25 streams/conf/iccv Wanting Zhang Zhenhui Ding Guilian Chen Huisi Wu Jing Qin 0001 RA-BUSSeg: Relation-Aware Semi-Supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-Layer Alignment. 2025 ICCV 21689-21698 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.02014 db/conf/iccv/iccv2025.html#ZhangDCWQ25 streams/conf/iccv Jiajia Li Huisi Wu Jing Qin 0001 WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation. 2025 ICCV 21984-21993 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.02041 db/conf/iccv/iccv2025.html#LiWQ25 streams/conf/iccv Yihuang Hu Qi Chen 0014 Linbo Liao Weiping Lin Huisi Wu Liansheng Wang 0002 Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection. 85-95 2025 MICCAI (13) https://doi.org/10.1007/978-3-032-05169-1_9 conf/miccai/2025-13 db/conf/miccai/miccai2025-13.html#HuCLLWW25 streams/conf/miccai Jingxing Guo Guilian Chen Yimu Sun Huisi Wu Jing Qin 0001 EchoVim: Making Vision Mamba Docile for Echocardiography Video Segmentation via Dynamic Interaction and Semantic Token-attentive Refinement. 3261-3269 2025 ACM Multimedia https://doi.org/10.1145/3746027.3754876 conf/mm/2025 db/conf/mm/mm2025.html#GuoCSWQ25 Jingxing Guo Guilian Chen Yimu Sun Huisi Wu Jing Qin 0001 Hierarchical Spatiotemporal Context Aggregation and Speckle-aware Deformable Convolution for Echocardiography Video Segmentation. 3865-3874 2025 ACM Multimedia https://doi.org/10.1145/3746027.3755223 conf/mm/2025 db/conf/mm/mm2025.html#GuoCSWQ25a

Rui Wang 0186 Yimu Sun Jingxing Guo Huisi Wu Jing Qin 0001 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule. 2025 December abs/2512.10252 CoRR https://doi.org/10.48550/arXiv.2512.10252 db/journals/corr/corr2512.html#abs-2512-10252 streams/journals/corr

Huisi Wu Baiming Zhang Junquan Pan Jing Qin 0001 Multi-Level Object-Aware Guidance Network for Biomedical Image Segmentation. 2440-2453 2024 July 21 IEEE Trans Autom. Sci. Eng. 3 https://doi.org/10.1109/TASE.2023.3261344 db/journals/tase/tase21.html#WuZPQ24 streams/journals/tase

Huisi Wu Zebin Zhao 0004 Zhaoze Wang META-Unet: Multi-Scale Efficient Transformer Attention Unet for Fast and High-Accuracy Polyp Segmentation. 4117-4128 2024 July 21 IEEE Trans Autom. Sci. Eng. 3 https://doi.org/10.1109/TASE.2023.3292373 db/journals/tase/tase21.html#WuZW24 streams/journals/tase

Huisi Wu Baiming Zhang Zhuoying Li Jing Qin 0001 Tong-Yee Lee 3DSN-Net: A 3-D Scale-Aware convNet With Nonlocal Context Guidance for Kidney and Tumor Segmentation From CT Volumes. 3299-3312 2024 May 54 IEEE Trans. Cybern. 5 https://doi.org/10.1109/TCYB.2023.3291369 db/journals/tcyb/tcyb54.html#WuZLQL24

Qiankun Zuo Huisi Wu C. L. Philip Chen Baiying Lei Shuqiang Wang Prior-Guided Adversarial Learning With Hypergraph for Predicting Abnormal Connections in Alzheimer's Disease. 3652-3665 2024 June 54 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2023.3344641 https://www.wikidata.org/entity/Q129981594 db/journals/tcyb/tcyb54.html#ZuoWCLW24

Huisi Wu Jiahao Li Jing Qin 0001 Pseudosupervision With Contrast-Separation Awareness in Endoscopy Image Segmentation. 1-12 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3481581 db/journals/tim/tim73.html#WuLQ24 streams/journals/tim

Kaiwen Yan Chen Long Huisi Wu Zhenkun Wen Multi-Resolution Expansion of Analysis in Time-Frequency Domain for Time Series Forecasting. 6667-6680 2024 November 36 IEEE Trans. Knowl. Data Eng. 11 https://doi.org/10.1109/TKDE.2024.3396785 db/journals/tkde/tkde36.html#YanLWW24 streams/journals/tkde

Huisi Wu Baiming Zhang Cheng Chen 0013 Jing Qin 0001 Federated Semi-Supervised Medical Image Segmentation via Prototype-Based Pseudo-Labeling and Contrastive Learning. 649-661 2024 February 43 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2023.3314430 db/journals/tmi/tmi43.html#WuZCQ24

Jingyin Lin Wende Xie Li Kang Huisi Wu Dynamic-Guided Spatiotemporal Attention for Echocardiography Video Segmentation. 3843-3855 2024 November 43 IEEE Trans. Medical Imaging 11 https://doi.org/10.1109/TMI.2024.3403687 db/journals/tmi/tmi43.html#LinXKW24 streams/journals/tmi

Cheng Zhao 0003 Peng Yang 0011 Feng Zhou 0003 Guanghui Yue 0001 Shuigen Wang Huisi Wu Guoliang Chen 0005 Tianfu Wang 0001 Baiying Lei MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion. 13713-13727 2024 October 35 IEEE Trans. Neural Networks Learn. Syst. 10 https://doi.org/10.1109/TNNLS.2023.3271059 db/journals/tnn/tnn35.html#ZhaoYZYWWCWL24 streams/journals/tnn

Huisi Wu Zhaoze Wang Yifan Li Xueting Liu 0001 Tong-Yee Lee Suitable and Style-Consistent Multi-Texture Recommendation for Cartoon Illustrations. 220:1-220:26 2024 July 20 ACM Trans. Multim. Comput. Commun. Appl. 7 https://doi.org/10.1145/3652518 db/journals/tomccap/tomccap20.html#WuWLLL24

Ziheng Ma Chengze Li Xueting Liu 0001 Huisi Wu Zhenkun Wen Separating Shading and Reflectance From Cartoon Illustrations. 3664-3679 2024 July 30 IEEE Trans. Vis. Comput. Graph. 7 https://doi.org/10.1109/TVCG.2023.3239364 db/journals/tvcg/tvcg30.html#MaLLWW24

Huisi Wu Ziheng Ma Wenliang Wu Xueting Liu 0001 Chengze Li Zhenkun Wen Shading-Guided Manga Screening From Reference. 4941-4954 2024 August 30 IEEE Trans. Vis. Comput. Graph. 8 https://doi.org/10.1109/TVCG.2023.3282223 db/journals/tvcg/tvcg30.html#WuMWLLW24

Zhixue Fang Xinrong Guo Jingyin Lin Huisi Wu Jing Qin 0001 An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment. 1744-1752 2024 AAAI https://doi.org/10.1609/aaai.v38i2.27942 conf/aaai/2024 db/conf/aaai/aaai2024.html#FangGLW024 Yuzhi Liu Huisi Wu Jing Qin 0001 FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers. 3837-3845 2024 AAAI https://doi.org/10.1609/aaai.v38i4.28175 conf/aaai/2024 db/conf/aaai/aaai2024.html#LiuWQ24 Xiaolong Deng Huisi Wu Runhao Zeng Jing Qin 0001 MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation. 9622-9631 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00919 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#DengWZQ24 Huyong Wang Huisi Wu Jing Qin 0001 Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation. 11408-11417 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01084 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#WangWQ24 Siyao Jiang Huisi Wu Junyang Chen 0001 Qin Zhang 0011 Jing Qin 0001 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise Hardness. 11418-11427 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01085 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#JiangW0ZQ24 Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions. 18263-18274 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01729 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#ZengCLWCG24 Wanting Zhang Huisi Wu Jing Qin 0001 Domesticating SAM for Breast Ultrasound Image Segmentation via Spatial-Frequency Fusion and Uncertainty Correction. 20-37 2024 ECCV (23) https://doi.org/10.1007/978-3-031-73337-6_2 conf/eccv/2024-23 db/conf/eccv/eccv2024-23.html#ZhangWQ24 streams/conf/eccv Zhixue Fang Yuzhi Liu Huisi Wu Jing Qin 0001 VP-SAM: Taming Segment Anything Model for Video Polyp Segmentation via Disentanglement and Spatio-Temporal Side Network. 367-383 2024 ECCV (23) https://doi.org/10.1007/978-3-031-73337-6_21 conf/eccv/2024-23 db/conf/eccv/eccv2024-23.html#FangLWQ24 streams/conf/eccv Qin Zhang 0011 Jiexin Lu Xiaowei Li Huisi Wu Shirui Pan Junyang Chen 0001 CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection. 5481-5489 2024 IJCAI https://www.ijcai.org/proceedings/2024/606 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#0011LLWP024 Yihuang Hu Qiong Peng Zhicheng Du Guojun Zhang Huisi Wu Jingxin Liu 0005 Hao Chen 0011 Liansheng Wang 0002 Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model. 67-76 2024 MICCAI (3) https://doi.org/10.1007/978-3-031-72384-1_7 conf/miccai/2024-3 db/conf/miccai/miccai2024-3.html#HuPDZWLCW24 streams/conf/miccai Qin Zhang 0011 Zelin Shi Shirui Pan Junyang Chen 0001 Huisi Wu Xiaojun Chen 0006 EGonc : Energy-based Open-Set Node Classification with substitute Unknowns. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/79ba1b827d3fc58e129d1cbfc8ff69f2-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ZhangSP0W024

Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions. 2024 abs/2403.20254 CoRR https://doi.org/10.48550/arXiv.2403.20254 db/journals/corr/corr2403.html#abs-2403-20254

Hong Zhou Peifeng Lai Zhida Sun Xiangyuan Chen Yang Chen Huisi Wu Yong Wang 0021 AdaMotif: Graph Simplification via Adaptive Motif Design. 2024 abs/2408.16308 CoRR https://doi.org/10.48550/arXiv.2408.16308 db/journals/corr/corr2408.html#abs-2408-16308 streams/journals/corr

Huisi Wu Zebin Zhao 0004 Jiafu Zhong Wei Wang 0117 Zhenkun Wen Jing Qin 0001 PolypSeg+: A Lightweight Context-Aware Network for Real-Time Polyp Segmentation. 2610-2621 2023 April 53 IEEE Trans. Cybern. 4 https://doi.org/10.1109/TCYB.2022.3162873 db/journals/tcyb/tcyb53.html#WuZZWWQ23

Huisi Wu Xiaoting Huang Xinrong Guo Zhenkun Wen Jing Qin 0001 Cross-Image Dependency Modeling for Breast Ultrasound Segmentation. 1619-1631 2023 June 42 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2022.3233648 db/journals/tmi/tmi42.html#WuHGWQ23

Huisi Wu Canfeng Lin Jiasheng Liu Youyi Song Zhenkun Wen Jing Qin 0001 Feature Masking on Non-Overlapping Regions for Detecting Dense Cells in Blood Smear Image. 1668-1680 2023 June 42 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2023.3234688 db/journals/tmi/tmi42.html#WuLLSWQ23

Huisi Wu Zhaoze Wang Zebin Zhao 0004 Cheng Chen 0013 Jing Qin 0001 Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning. 3794-3804 2023 December 42 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2023.3307892 db/journals/tmi/tmi42.html#WuWZCQ23

Huisi Wu Zhaoze Wang Zhuoying Li Zhenkun Wen Jing Qin 0001 Context Prior Guided Semantic Modeling for Biomedical Image Segmentation. 90:1-90:19 2023 19 ACM Trans. Multim. Comput. Commun. Appl. 2s https://doi.org/10.1145/3558520 db/journals/tomccap/tomccap19.html#WuWLW023

Yinghua Liu Chengze Li Xueting Liu 0001 Huisi Wu Zhenkun Wen AddCR: a data-driven cartoon remastering. 3741-3753 2023 August 39 Vis. Comput. 8 https://doi.org/10.1007/s00371-023-02962-3 db/journals/vc/vc39.html#LiuLLWW23

Huisi Wu Jingyin Lin Wende Xie Jing Qin 0001 Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning. 2803-2811 2023 AAAI https://doi.org/10.1609/aaai.v37i3.25381 conf/aaai/2023 db/conf/aaai/aaai2023.html#WuLX023 Huisi Wu Wende Xie Jingyin Lin Xinrong Guo ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning. 2812-2820 2023 AAAI https://doi.org/10.1609/aaai.v37i3.25382 conf/aaai/2023 db/conf/aaai/aaai2023.html#WuXLG23 Junyang Chen 0001 Jialong Wang Zhijiang Dai Huisi Wu Mengzhu Wang Qin Zhang 0011 Huan Wang 0005 Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network. 966-974 2023 ACM Multimedia https://doi.org/10.1145/3581783.3611740 conf/mm/2023 db/conf/mm/mm2023.html#ChenWDWWZW23 Mengzhu Wang Junyang Chen 0001 Huan Wang 0005 Huisi Wu Zhidan Liu 0001 Qin Zhang 0011 Interpolation Normalization for Contrast Domain Generalization. 2936-2945 2023 ACM Multimedia https://doi.org/10.1145/3581783.3611841 conf/mm/2023 db/conf/mm/mm2023.html#WangCWW0Z23

Zibo Zhang Xueting Liu 0001 Chengze Li Huisi Wu Zhenkun Wen Vectorizing Line Drawings of Arbitrary Thickness via Boundary-based Topology Reconstruction. 433-445 2022 41 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.14485 db/journals/cgf/cgf41.html#ZhangLLWW22

Xueting Liu 0001 Wenliang Wu Chengze Li Yifan Li Huisi Wu Reference-guided structure-aware deep sketch colorization for cartoons. 135-148 2022 8 Comput. Vis. Media 1 https://doi.org/10.1007/s41095-021-0228-6 db/journals/cvm/cvm8.html#LiuWLLW22

Huisi Wu Jiasheng Liu Fangyan Xiao Zhenkun Wen Lan Cheng Jing Qin 0001 Semi-supervised segmentation of echocardiography videos via noise-resilient spatiotemporal semantic calibration and fusion. 18-26 2022 489 Neurocomputing https://doi.org/10.1016/j.neucom.2022.03.022 db/journals/ijon/ijon489.html#WuLXWCQ22

Huisi Wu Shihuai Chen Guilian Chen Wei Wang 0117 Baiying Lei Zhenkun Wen FAT-Net: Feature adaptive transformers for automated skin lesion segmentation. 102327 2022 76 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102327 db/journals/mia/mia76.html#WuCCWLW22

Huisi Wu Jiasheng Liu Fangyan Xiao Zhenkun Wen Lan Cheng Jing Qin 0001 Semi-supervised segmentation of echocardiography videos via noise-resilient spatiotemporal semantic calibration and fusion. 102397 2022 78 Medical Image Anal. https://doi.org/10.1016/j.media.2022.102397 db/journals/mia/mia78.html#WuLXWCQ22

Huisi Wu Xinrong Guo Fangyan Xiao Wei Yan 0036 Zhenkun Wen Automated Shell Abrasion Detection for Cell Phone Based on GraphFPN With Learnable Sparse Priors. 1-11 2022 71 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2022.3150591 db/journals/tim/tim71.html#WuGXYW22

Xiaoting Huang Wenjie Chen Xueting Liu 0001 Huisi Wu Zhenkun Wen Linlin Shen Left and Right Ventricular Segmentation Based on 3D Region-Aware U-Net. 137-142 2022 CBMS https://doi.org/10.1109/CBMS55023.2022.00031 conf/cbms/2022 db/conf/cbms/cbms2022.html#HuangCLWWS22 Wenjie Chen Xiaoting Huang Xueting Liu 0001 Huisi Wu Fu Qi Authenticity Identification of Qi Baishi's Shrimp Painting with Dynamic Token Enhanced Visual Transformer. 554-565 2022 CGI https://doi.org/10.1007/978-3-031-23473-6_43 conf/cgi/2022 db/conf/cgi/cgi2022.html#ChenHLWQ22 Huisi Wu Zhaoze Wang Youyi Song Lin Yang Jing Qin 0001 Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images. 11656-11665 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01137 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#WuWSY022 Yufei Wen Chongxin Liang Jingyin Lin Huisi Wu Jing Qin 0001 ExSwin-Unet: An Unbalanced Weighted Unet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation. 340-354 2022 ECCV Workshops (3) https://doi.org/10.1007/978-3-031-25066-8_18 conf/eccv/2022-w3 db/conf/eccv/eccv2022-w3.html#WenLLWQ22 Huisi Wu Fangyan Xiao Chongxin Liang Dual Contrastive Learning with Anatomical Auxiliary Supervision for Few-Shot Medical Image Segmentation. 417-434 2022 ECCV (20) https://doi.org/10.1007/978-3-031-20044-1_24 conf/eccv/2022-20 db/conf/eccv/eccv2022-20.html#WuXL22 Minmin Liu Xuechen Li 0001 Xiangbo Gao Junliang Chen 0002 Linlin Shen Huisi Wu Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection. 109-119 2022 MICCAI (2) https://doi.org/10.1007/978-3-031-16434-7_11 conf/miccai/2022-2 db/conf/miccai/miccai2022-2.html#LiuLGCSW22

Minmin Liu Xuechen Li 0001 Xiangbo Gao Junliang Chen 0002 Linlin Shen Huisi Wu Sample hardness based gradient loss for long-tailed cervical cell detection. 2022 abs/2208.03779 CoRR https://doi.org/10.48550/arXiv.2208.03779 db/journals/corr/corr2208.html#abs-2208-03779

Huisi Wu Yifan Li Xueting Liu 0001 Chengze Li Wenliang Wu Deep texture cartoonization via unsupervised appearance regularization. 99-107 2021 97 Comput. Graph. https://doi.org/10.1016/j.cag.2021.04.015 db/journals/cg/cg97.html#WuLLLW21

Huisi Wu Chongxin Liang Meng-Shu Liu Zhenkun Wen Optimized HRNet for image semantic segmentation. 114532 2021 174 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2020.114532 db/journals/eswa/eswa174.html#WuLLW21

Huisi Wu Yifan Li Le Chen Xueting Liu 0001 Ping Li 0016 Deep boundary-aware semantic image segmentation. 2021 32 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.2023 db/journals/jvca/jvca32.html#WuLCLL21

Huisi Wu Xuheng Lu Baiying Lei Zhenkun Wen Automated left ventricular segmentation from cardiac magnetic resonance images via adversarial learning with multi-stage pose estimation network and co-discriminator. 101891 2021 68 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101891 https://www.wikidata.org/entity/Q103822201 db/journals/mia/mia68.html#WuLLW21

Huisi Wu Wei Wang 0117 Jiafu Zhong Baiying Lei Zhenkun Wen Jing Qin 0001 SCS-Net: A Scale and Context Sensitive Network for Retinal Vessel Segmentation. 102025 2021 70 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102025 db/journals/mia/mia70.html#WuWZLW021

Huisi Wu Xiujuan Chen Ping Li 0016 Zhenkun Wen Automatic Symmetry Detection From Brain MRI Based on a 2-Channel Convolutional Neural Network. 4464-4475 2021 51 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2019.2952937 https://www.wikidata.org/entity/Q91637584 db/journals/tcyb/tcyb51.html#WuCLW21

Huisi Wu Junquan Pan Zhuoying Li Zhenkun Wen Jing Qin 0001 Automated Skin Lesion Segmentation Via an Adaptive Dual Attention Module. 357-370 2021 40 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2020.3027341 https://www.wikidata.org/entity/Q100310444 db/journals/tmi/tmi40.html#WuPLWQ21

Huisi Wu Wei Yan 0036 Ping Li 0016 Zhenkun Wen Deep Texture Exemplar Extraction Based on Trimmed T-CNN. 4502-4514 2021 23 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2020.3043130 db/journals/tmm/tmm23.html#WuYLW21

Xueting Liu 0001 Wenliang Wu Huisi Wu Zhenkun Wen Deep Style Transfer for Line Drawings. 353-361 2021 AAAI https://doi.org/10.1609/aaai.v35i1.16111 conf/aaai/2021 db/conf/aaai/aaai2021.html#LiuWWW21 Huisi Wu Jiasheng Liu Wei Wang 0117 Zhenkun Wen Jing Qin 0001 Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images. 2907-2915 2021 AAAI https://doi.org/10.1609/aaai.v35i4.16397 conf/aaai/2021 db/conf/aaai/aaai2021.html#WuLWW021 Huisi Wu Jiafu Zhong Wei Wang 0117 Zhenkun Wen Jing Qin 0001 Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos. 2916-2924 2021 AAAI https://doi.org/10.1609/aaai.v35i4.16398 conf/aaai/2021 db/conf/aaai/aaai2021.html#WuZWW021 Huisi Wu Guilian Chen Zhenkun Wen Jing Qin 0001 Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation. 3469-3478 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00347 conf/iccv/2021 db/conf/iccv/iccv2021.html#WuCW021 Canfeng Lin Huisi Wu Zhenkun Wen Jing Qin 0001 Automated Malaria Cells Detection from Blood Smears Under Severe Class Imbalance via Importance-Aware Balanced Group Softmax. 455-465 2021 MICCAI (8) https://doi.org/10.1007/978-3-030-87237-3_44 conf/miccai/2021-8 db/conf/miccai/miccai2021-8.html#LinWWQ21

Huisi Wu Meng-Shu Liu Lulu Yin Ping Li 0016 Zhenkun Wen Hon-Cheng Wong Automatic Video Segmentation Based on Information Centroid and Optimized SaliencyCut. 564-575 2020 35 J. Comput. Sci. Technol. 3 https://doi.org/10.1007/s11390-020-0246-3 db/journals/jcst/jcst35.html#WuLYLWW20

Yufan Zhuo Fuchun Sun 0001 Zhenkun Wen Huisi Wu Haiming Huang A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model. 94-104 2020 ICCSIP https://doi.org/10.1007/978-981-16-2336-3_8 conf/iccsip/2020 db/conf/iccsip/iccsip2020.html#Zhuo0WWH20 Huisi Wu Zhouan Shi Haiming Huang Zhenkun Wen Fuchun Sun 0001 Automatic Leaf Recognition Based on Attention DenseNet. 428-436 2020 ICCSIP https://doi.org/10.1007/978-981-16-2336-3_40 conf/iccsip/2020 db/conf/iccsip/iccsip2020.html#WuSHW020 Zhuoying Li Junquan Pan Huisi Wu Zhenkun Wen Jing Qin 0001 Memory-Efficient Automatic Kidney and Tumor Segmentation Based on Non-local Context Guided 3D U-Net. 197-206 2020 MICCAI (4) https://doi.org/10.1007/978-3-030-59719-1_20 conf/miccai/2020-4 db/conf/miccai/miccai2020-4.html#LiPWWQ20 Jiafu Zhong Wei Wang 0117 Huisi Wu Zhenkun Wen Jing Qin 0001 PolypSeg: An Efficient Context-Aware Network for Polyp Segmentation from Colonoscopy Videos. 285-294 2020 MICCAI (6) https://doi.org/10.1007/978-3-030-59725-2_28 conf/miccai/2020-6 db/conf/miccai/miccai2020-6.html#ZhongWWWQ20 Wei Wang 0117 Jiafu Zhong Huisi Wu Zhenkun Wen Jing Qin 0001 RVSeg-Net: An Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation. 796-805 2020 MICCAI (5) https://doi.org/10.1007/978-3-030-59722-1_77 conf/miccai/2020-5 db/conf/miccai/miccai2020-5.html#WangZWWQ20 Huisi Wu Yawen Zhou Zhenkun Wen Video Tamper Detection Based on Convolutional Neural Network and Perceptual Hashing Learning. 107-118 2019 CGI https://doi.org/10.1007/978-3-030-22514-8_9 conf/cgi/2019 db/conf/cgi/cgi2019.html#WuZW19

Huisi Wu Xiaomeng Lyu Zhenkun Wen Automatic texture exemplar extraction based on global and local textureness measures. 173-184 2018 4 Comput. Vis. Media 2 https://doi.org/10.1007/s41095-018-0106-z https://www.wikidata.org/entity/Q130118371 db/journals/cvm/cvm4.html#WuLW18

Ryan Wen Liu Shengwu Xiong 0001 Huisi Wu A Second-Order Variational Framework for Joint Depth Map Estimation and Image Dehazing. 1433-1437 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8462394 conf/icassp/2018 db/conf/icassp/icassp2018.html#LiuXW18

Naixue Xiong Ryan Wen Liu Maohan Liang Di Wu Zhao Liu Huisi Wu Effective Alternating Direction Optimization Methods for Sparsity-Constrained Blind Image Deblurring. 174 2017 17 Sensors 1 https://doi.org/10.3390/s17010174 https://www.wikidata.org/entity/Q37632681 db/journals/sensors/sensors17.html#XiongLLWLW17

Mingqiang Wei Luming Liang Wai-Man Pang Jun Wang 0039 Weishi Li Huisi Wu Tensor Voting Guided Mesh Denoising. 931-945 2017 14 IEEE Trans Autom. Sci. Eng. 2 https://doi.org/10.1109/TASE.2016.2553449 db/journals/tase/tase14.html#WeiLPWLW17

Huisi Wu Yongkui Xiang Jingjing Liu Zhenkun Wen Automatic Leaf Recognition Based on Deep Convolutional Networks. 505-515 2017 ICONIP (3) https://doi.org/10.1007/978-3-319-70090-8_52 conf/iconip/2017-3 db/conf/iconip/iconip2017-3.html#WuXLW17 Hui Lai Lulu Yin Huisi Wu Zhenkun Wen A Novel Texture Exemplars Extraction Approach Based on Patches Homogeneity and Defect Detection. 735-744 2017 PCM (2) https://doi.org/10.1007/978-3-319-77383-4_72 conf/pcm/2017-2 db/conf/pcm/pcm2017-2.html#LaiYWW17 Lulu Yin Hui Lai Huisi Wu Zhenkun Wen Repetitiveness Metric of Exemplar for Texture Synthesis. 745-755 2017 PCM (2) https://doi.org/10.1007/978-3-319-77383-4_73 conf/pcm/2017-2 db/conf/pcm/pcm2017-2.html#YinLWW17 Huisi Wu Junrong Jiang Ping Li 0016 Zhenkun Wen Automatic Texture Exemplar Extraction Based on a Novel Textureness Metric. 798-806 2017 PCM (2) https://doi.org/10.1007/978-3-319-77383-4_78 conf/pcm/2017-2 db/conf/pcm/pcm2017-2.html#WuJLW17 Huisi Wu Jingjing Liu Ping Li 0016 Zhenkun Wen Leaf Recognition Based on Binary Gabor Pattern and Extreme Learning Machine. 44-54 2016 PCM (1) https://doi.org/10.1007/978-3-319-48890-5_5 conf/pcm/2016-1 db/conf/pcm/pcm2016-1.html#WuLLW16

Huisi Wu Lei Wang Feng Zhang Zhenkun Wen Automatic Leaf Recognition from a Big Hierarchical Image Database. 871-886 2015 30 Int. J. Intell. Syst. 8 https://doi.org/10.1002/int.21729 https://www.wikidata.org/entity/Q60164505 db/journals/ijis/ijis30.html#WuWZW15

Yuan Cao 0003 Xiaofang Pan Xiaojin Zhao Huisi Wu An Analog Gamma Correction Scheme for High Dynamic Range CMOS Logarithmic Image Sensors. 24132-24145 2014 14 Sensors 12 https://doi.org/10.3390/s141224132 https://www.wikidata.org/entity/Q34985086 db/journals/sensors/sensors14.html#CaoPZW14

Zhenkun Wen Yihua Du Huisi Wu Lei Wang The research of visual attention mechanism model fuse multi-feature. 1-7 2014 MFI https://doi.org/10.1109/MFI.2014.6997692 conf/mfi/2014 db/conf/mfi/mfi2014.html#WenDWW14

Huisi Wu Defeng Wang Lin Shi 0001 Zhenkun Wen Zhong Ming 0001 Fast and robust symmetry detection for brain images based on parallel scale-invariant feature transform matching and voting. 314-326 2013 23 Int. J. Imaging Syst. Technol. 4 https://doi.org/10.1002/ima.22066 db/journals/imst/imst23.html#WuWSWM13

Huisi Wu Tien-Tsin Wong Pheng-Ann Heng Parallel structure-aware halftoning. 529-547 2013 67 Multim. Tools Appl. 3 https://doi.org/10.1007/s11042-012-1048-6 db/journals/mta/mta67.html#WuWH13

Huisi Wu Yu-Shuen Wang Kun-Chuan Feng Tien-Tsin Wong Tong-Yee Lee Pheng-Ann Heng Resizing by symmetry-summarization. 159 2010 29 ACM Trans. Graph. 6 https://doi.org/10.1145/1882261.1866185 https://doi.org/10.1145/1866158.1866185 db/journals/tog/tog29.html#WuWFWLH10

Guangzhong Cao Yuan Cao 0003 C. L. Philip Chen Cheng Chen 0013 Guilian Chen Guoliang Chen 0005 Hao Chen 0011 Junliang Chen 0002 Junyang Chen 0001 Le Chen Qi Chen 0014 Shihuai Chen Wenjie Chen Xiangyuan Chen Xiaojun Chen 0006 Xiaoyong Chen Xiujuan Chen Yang Chen Lan Cheng Zhijiang Dai Xiaolong Deng Zhenhui Ding Yihua Du Zhicheng Du Zhixue Fang Kun-Chuan Feng Xiangbo Gao Zhijian Gao Jingcai Guo Jingxing Guo Xinrong Guo Yong Guo Pheng-Ann Heng Xiping Hu Yihuang Hu Haiming Huang Lei Huang 0001 Xiaoting Huang Jianmin Jiang Junrong Jiang Siyao Jiang Li Kang Sam Kwong Hui Lai Peifeng Lai Zhihui Lai 0001 Tong-Yee Lee Bai Ying LeiBaiying Lei Victor C. M. Leung Chengze Li Jiahao Li Jiajia Li Jialiang Li Ping Li 0016 Weishi Li Xiaowei Li Xuechen Li 0001 Yifan Li Zhuoying Li Chongxin Liang Jiaming Liang Luming Liang Maohan Liang Linbo Liao Canfeng Lin Jingyin Lin Weiping Lin Chengliang Liu 0003 Jiasheng Liu Jingjing Liu Jingxin Liu 0005 Meng-Shu Liu Minmin Liu Ryan Wen Liu Xueting Liu 0001 Yinghua Liu Yuzhi Liu Zhao Liu Zhidan Liu 0001 Chen Long Jiexin Lu Xuheng Lu Xiaoling Luo 0001 Xiaomeng Lyu Ziheng Ma Hao Meng Rui Mi Zhong Ming 0001 Jiqian Mo Junquan Pan Shirui Pan Xiaofang Pan Wai-Man Pang Qiong Peng Fu Qi Harry QinJing Qin 0001 LinLin ShenLinlin Shen Lin Shi 0001 Zelin Shi Zhouan Shi Youyi Song Fuchun Sun 0001 Yimu Sun Zhida Sun Defeng Wang Huan Wang 0005 Huyong Wang Jialong Wang Jun Wang 0039 Lei Wang Liansheng Wang 0002 Mengzhu Wang Rui Wang 0186 Shuigen Wang Shuqiang Wang Tianfu Wang 0001 Wei Wang 0117 Yong Wang 0021 Yu-Shuen Wang Zhaoze Wang Mingqiang Wei Yufei Wen Zhenkun Wen Hon-Cheng Wong Tien-Tsin Wong Di Wu Wenliang Wu Xuexin Wu Yongkui Xiang Fangyan Xiao Wei Xie 0020 Wende Xie Naixue Xiong Shengwu Xiong 0001 Qihao Xu Kaiwen Yan Wei Yan 0036 Lin Yang Peng Yang 0011 Yunjin Yang Lulu Yin Guanghui Yue 0001 Runhao Zeng Baiming Zhang Feng Zhang Guojun Zhang Liang-Jie Zhang Qin Zhang 0011 Wanting Zhang Zibo Zhang Cheng Zhao 0003 Xiaojin Zhao Zebin Zhao 0004 Shihao Zheng Jiafu Zhong Feng Zhou 0003 Hong Zhou Yawen Zhou Yu Zhou 0027 Yishen Zhuo Yufan Zhuo Qiankun Zuo