Kai-Ni Wang

17 papers A* 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CHAP: Channel-spatial hierarchical adversarial perturbation for semi-supervised medical image segmentation.
Medical Image Anal.
Siping Zhou, Zhi-Fang Gong, Kai-Ni Wang, Ping Zhou, Yang Chen, Guang-Quan Zhou
2025 J jnl
A topological-aware automatic grading model corneal epithelial damage evaluation from full Corneal Fluorescence Staining images.
Comput. Biol. Medicine
Zi-Kai Ren, Jun Feng, Lei Tian, Kai-Ni Wang, Jing-Yi Wang, Yuan-Chao Shu, Yi-Ran Hao, Ying Jie, Guang-Quan Zhou
2025 J jnl
DSTED: Decoupling Temporal Stabilization and Discriminative Enhancement for Surgical Workflow Recognition.
CoRR
Yueyao Chen, Kai-Ni Wang, Dario Tayupo, Arnaud Huaulmé, Krystel Nyangoh Timoh, Pierre Jannin, Qi Dou
2025 J jnl
Dynamic spectrum-driven hierarchical learning network for polyp segmentation.
Medical Image Anal.
Haolin Wang, Kai-Ni Wang, Jie Hua, Yi Tang, Yang Chen, Guang-Quan Zhou, Shuo Li
2025 J jnl
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection.
Medical Image Anal.
Kai-Ni Wang, Haolin Wang, Guang-Quan Zhou, Yangang Wang, Ling Yang, Yang Chen, Shuo Li
2024 A* conf
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models.
NeurIPS
Xinchen Zhang, Ling Yang, Yaqi Cai, Zhaochen Yu, Kai-Ni Wang, Jiake Xie, Ye Tian, Minkai Xu, Yong Tang, Yujiu Yang, Bin Cui
2024 J jnl
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation.
IEEE J. Biomed. Health Informatics
Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen
2024 J jnl
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen
2023 J jnl
A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement.
CoRR
Zhenyu Bu, Kai-Ni Wang, Fuxing Zhao, Shengxiao Li, Guang-Quan Zhou
2023 J jnl
BSMNet: Boundary-salience multi-branch network for intima-media identification in carotid ultrasound images.
Comput. Biol. Medicine
Guang-Quan Zhou, Hao Wei, Xiaoyi Wang, Kai-Ni Wang, Yuzhao Chen, Fei Xiong, Guanqing Ren, Chunying Liu, Le Li, Qinghua Huang
2023 J jnl
DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy images.
Medical Image Anal.
Kai-Ni Wang, Shuaishuai Zhuang, Qi-Yong Ran, Ping Zhou, Jie Hua, Guang-Quan Zhou, Xiaopu He
2023 J jnl
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views.
IEEE J. Biomed. Health Informatics
Guang-Quan Zhou, Wen-Bo Zhang, Zhong-Qing Shi, Zhan-Ru Qi, Kai-Ni Wang, Hong Song, Jing Yao, Yang Chen
2023 J jnl
TAGNet: A transformer-based axial guided network for bile duct segmentation.
Biomed. Signal Process. Control.
Guang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen
2022 J jnl
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images.
CoRR
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 J jnl
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images.
Medical Image Anal.
Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni
2022 — conf
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
MICCAI (3)
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li
2022 J jnl
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification.
CoRR
Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou, Shuo Li