Signet Ring Cells Detection in Histology Images with Similarity Learning. - Yibao Sun; Xingru Huang; Edgar Giussepi Lopez Molina; Le Dong; Qianni Zhang (ISBI, 2020)

Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images. - Yibao Sun; Edgar Giussepi Lopez Molina; Yaqi Wang 002; Xingru Huang; Huiyu Zhou 001; Qianni Zhang (CoRR, 2021)

SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images. - Yibao Sun; Xingru Huang; Huiyu Zhou 001; Qianni Zhang (Medical Image Anal., 2021)

Granular Content Distribution for IoT Remote Sensing Data Supporting Privacy Preservation. - Xiaoshuai Zhang; Guangyuan Zhang; Xingru Huang; Stefan Poslad (Remote. Sens., 2022)

D-AE: A Discriminant Encode-Decode Nets for Data Generation. - Gongju Wang; Yulun Song; Yang Li; Mingjian Ni; Long Yan; Bowen Hu; Quanda Wang; Yixuan Li; Xingru Huang (CollaborateCom (2), 2023)

DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Macular Hole Reconstruction with Stochastic Retinal Defect Augmentation and Dynamic Weight Composition. - Xingru Huang; Yihao Guo; Jian Huang 015; Zhi Li; Tianyun Zhang; Kunyan Cai; Gaopeng Huang; Wenhao Chen; Zhaoyang Xu; Liangqiong Qu; Ji Hu 002; Tingyu Wang; et al. (CoRR, 2023)

Disagreement attention: Let us agree to disagree on computed tomography segmentation. - Edgar Giussepi Lopez Molina; Xingru Huang; Qianni Zhang (Biomed. Signal Process. Control., 2023)

POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation. - Xingru Huang; Retesh Bajaj; Yilong Li; Xin Ye 006; Ji Lin 004; Francesca Pugliese; Anantharaman Ramasamy; Yue Gu; Yaqi Wang 002; Ryo Torii; Jouke Dijkstra; Huiyu Zhou 001; et al. (Medical Image Anal., 2023)

Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images. - Ji Lin 004; Xingru Huang; Huiyu Zhou 001; Yaqi Wang 002; Qianni Zhang (Medical Image Anal., 2023)

FILNet: Fast Image-Based Indoor Localization Using an Anchor Control Network. - Sikang Liu; Zhao Huang; Jiafeng Li; Anna Li; Xingru Huang (Sensors, 2023)

GOMPS: Global Attention-based Ophthalmic Image Measurement and Postoperative Appearance Prediction System. - Xingru Huang; Zhi Li; Lixia Lou; Ruilong Dan; Lingxiao Chen; Guodong Zeng; Gangyong Jia; Xiaodiao Chen; Qun Jin; Juan Ye; Yaqi Wang 002 (Expert Syst. Appl., 2023)

URAG: Unified Retrieval-Augmented Generation. - Yulun Song; Long Yan; Lina Qin; Gongju Wang; Xingru Huang; Luzhe Hu; Weixin Liu (ICCIP, 2024)

Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation. - Xingru Huang; Yihao Guo; Jian Huang 015; Tianyun Zhang; Hong He; Shaowei Jiang; Yaoqi Sun (NeurIPS, 2024)

PGKD-Net: Prior-guided and Knowledge Diffusive Network for Choroid Segmentation. - Yaqi Wang 002; Zehua Yang; Xindi Liu; Zhi Li; Chengyu Wu; Yizhen Wang; Kai Jin; Dechao Chen; Gangyong Jia; Xiaodiao Chen; Juan Ye; Xingru Huang (Artif. Intell. Medicine, 2024)

Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM. - Yilong Li; Linyan Wang; Xingru Huang; Yaqi Wang 002; Le Dong; Ruiquan Ge; Huiyu Zhou 001; Juan Ye; Qianni Zhang (IEEE J. Biomed. Health Informatics, 2024)

Segmentation of Low-Light Optical Coherence Tomography Angiography Images under the Constraints of Vascular Network Topology. - Zhi Li; Gaopeng Huang; Binfeng Zou; Wenhao Chen; Tianyun Zhang; Zhaoyang Xu; Kunyan Cai; Tingyu Wang; Yaoqi Sun; Yaqi Wang 002; Kai Jin; Xingru Huang (Sensors, 2024)

DeMambaNet: Deformable Convolution and Mamba Integration Network for High-Precision Segmentation of Ambiguously Defined Dental Radicular Boundaries. - Binfeng Zou; Xingru Huang; Yitao Jiang; Kai Jin; Yaoqi Sun (Sensors, 2024)

SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation. - Xingru Huang; Jian Huang 015; Kai Zhao; Tianyun Zhang; Zhi Li; Changpeng Yue; Wenhao Chen; Ruihao Wang; Xuanbin Chen; Qianni Zhang; Ying Fu 001; Yangyundou Wang; et al. (IEEE Trans. Medical Imaging, 2024)

Deep learning and multiscale analysis for epithelial-mesenchyme segmentation and classification in breast cancer histological images. - Tangsen Huang; Haibing Yin; Xingru Huang (Signal Image Video Process., 2024)

Harmonized spatial-frequency domain synergy driven geospatial feature synthesis for enhanced SAR semantic segmentation. - Minhong Sun; Han Yang; Zihan Xia; Fengjiao Gan; Zhao Huang; Zhiwen Zheng; Lou Zhao; Chunshan Liu; Zhaoyang Xu; Yun Lin; Guan Gui 001; Xiaoshuai Zhang; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Scale-Adaptive viable tumor burden estimation via histopathological microscopy image segmentation. - Yibao Sun; Zhaoyang Xu; Yihao Guo; Jian Huang 015; Gaopeng Huang; Tangsen Huang; Lou Zhao; Shaowei Jiang; Zhiwen Zheng; Jin Liu 025; Xiaoshuai Zhang; Xingru Huang (Comput. Biol. Medicine, 2025)

DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation. - Xiaohua Jiang; Yihao Guo; Jian Huang 015; Yuting Wu; Meiyi Luo; Zhaoyang Xu; Qianni Zhang; Xingru Huang; Hong He; Shaowei Jiang; Jing Ye; Mang Xiao (Expert Syst. Appl., 2025)

LiGu-LVM: Linguistic-Guided Generative Large Vision Model for IoMT Clinical Ocular Disease Screening via Morphology Dissection. - Xingru Huang; Tianyun Zhang; Jian Huang 015; Yihao Guo; Gaopeng Huang; Han Yang; Zhiwen Zheng; Lou Zhao; Shaowei Jiang; Jin Liu 025; Guan Gui 001; Xiaoshuai Zhang (IEEE Internet Things J., 2025)

Multidimensional Directionality-Enhanced Segmentation via large vision model. - Xingru Huang; Changpeng Yue; Yihao Guo; Jian Huang 015; Zhengyao Jiang; Mingkuan Wang; Zhaoyang Xu; Guangyuan Zhang; Jin Liu 025; Tianyun Zhang; Zhiwen Zheng; Xiaoshuai Zhang; et al. (Medical Image Anal., 2025)

Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning. - Yang Liu 119; Keming Zhao; Lihui Luo; Ziheng Zhang; Zhenghang Qian; Cenk Jiang; Zhicheng Du; Simin Deng; Chengming Yang; Duanpo Wu; Shuai Wang 003; Xingru Huang; et al. (npj Digit. Medicine, 2025)

A Hybrid CNN-Transformer Network for Object Detection in Optical Remote Sensing Images: Integrating Local and Global Feature Fusion. - Youxiang Huang; Donglai Jiao; Xingru Huang; Tiantian Tang; Guan Gui 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Kolmogorov-Arnold-Enhanced Nonlinear Expansions for Fine-Grained Feature Amplification in Robust Near-Shore SAR Vessel Discrimination. - Hankang Wang; Gaopeng Huang; Zhao Huang; Xingru Huang; Zhaoyang Xu; Zhiwen Zheng; Shanwei Liu; Shiqing Wei; Jin Liu 025; Xiaoshuai Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Few-Shot Specific Emitter Identification: A Knowledge, Data, and Model-Driven Fusion Framework. - Minhong Sun; Jiazhong Teng; Xinyuan Liu; Wei Wang; Xingru Huang (IEEE Trans. Inf. Forensics Secur., 2025)

BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation. - Haiquan Wen; Yiwei He; Zhenglin Huang; Tianxiao Li; Zihan Yu; Xingru Huang; Lu Qi; Baoyuan Wu; Xiangtai Li; Guangliang Cheng (CoRR, 2025)

Multi-aspect fusion in foundational large vision model for visible light medical imaging segmentation. - Xingru Huang; Tianyun Zhang; Zhaoyang Xu; Jian Huang 015; Gaopeng Huang; Han Yang; Binfeng Zou; Shouqin Ding; Renjie Ruan; Zhao Huang; Huiyu Zhou 001; Jin Liu 025; et al. (Inf. Fusion, 2026)

MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation. - Yaqi Wang 002; Yifan Zhang; Xiaodiao Chen; Shuai Wang 003; Dahong Qian; Fan Ye; Feng Xu; Hongyuan Zhang 002; Ruilong Dan; Qianni Zhang; Xingru Huang; Zhao Huang; et al. (Pattern Recognit., 2026)