Xingru Huang

According to our database, Xingru Huang authored at least 31 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation.

Yaqi Wang, Yifan Zhang, Xiaodiao Chen, Shuai Wang, Dahong Qian, Fan Ye, Feng Xu, Hongyuan Zhang, Ruilong Dan, Qianni Zhang, Xingru Huang, Zhao Huang, Jun Liu, Zhiwen Zheng, Chengyu Wu, Yunxiang Li, Zhi Li, Zhean Ma, Weiwei Cui, Shan Luo, Chengkai Wang, Yifei Chen, Tianhao Li, Yi Liu, Xiang Feng, Jiaxue Ni, Dongyun Liu, Qixuan Wang, Zhouhao Lin, Wei Song, Yuanlin Li, Bing Wang, Chunshi Wang, Qiupu Chen, Mingqian Li, Huiyu Zhou, Qun Jin

Pattern Recognit., 2026

Multi-aspect fusion in foundational large vision model for visible light medical imaging segmentation.

Xingru Huang, Tianyun Zhang, Zhaoyang Xu, Jian Huang, Gaopeng Huang, Han Yang, Binfeng Zou, Shouqin Ding, Renjie Ruan, Zhao Huang, Huiyu Zhou, Jin Liu, Zhiwen Zheng, Shaowei Jiang, Xiaoshuai Zhang

Inf. Fusion, 2026

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, May, 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

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, Xiaoshuai Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning.

Yang Liu, Keming Zhao, Lihui Luo, Ziheng Zhang, Zhenghang Qian, Cenk Jiang, Zhicheng Du, Simin Deng, Chengming Yang, Duanpo Wu, Shuai Wang, Xingru Huang, Chenggang Yan, Yingting Zhu, Yehong Zhuo, Chunsheng Qu, Jiaqi Chen, Zhenqiang Huang, Chenying Lu, Minjiang Chen, Dongmei Yu, Jiantao Wang, Peiwu Qin, Jiansong Ji

npj Digit. Medicine, 2025

Multidimensional Directionality-Enhanced Segmentation via large vision model.

Xingru Huang, Changpeng Yue, Yihao Guo, Jian Huang, Zhengyao Jiang, Mingkuan Wang, Zhaoyang Xu, Guangyuan Zhang, Jin Liu, Tianyun Zhang, Zhiwen Zheng, Xiaoshuai Zhang, Hong He, Shaowei Jiang, Yaoqi Sun

Medical Image Anal., 2025

LiGu-LVM: Linguistic-Guided Generative Large Vision Model for IoMT Clinical Ocular Disease Screening via Morphology Dissection.

Xingru Huang, Tianyun Zhang, Jian Huang, Yihao Guo, Gaopeng Huang, Han Yang, Zhiwen Zheng, Lou Zhao, Shaowei Jiang, Jin Liu, Guan Gui, Xiaoshuai Zhang

IEEE Internet Things J., 2025

DEFN: Dual-Encoder Fourier Group Harmonics Network for three-dimensional indistinct-boundary object segmentation.

Xiaohua Jiang, Yihao Guo, Jian Huang, Yuting Wu, Meiyi Luo, Zhaoyang Xu, Qianni Zhang, Xingru Huang, Hong He, Shaowei Jiang, Jing Ye, Mang Xiao

Expert Syst. Appl., 2025

Scale-Adaptive viable tumor burden estimation via histopathological microscopy image segmentation.

Yibao Sun, Zhaoyang Xu, Yihao Guo, Jian Huang, Gaopeng Huang, Tangsen Huang, Lou Zhao, Shaowei Jiang, Zhiwen Zheng, Jin Liu, Xiaoshuai Zhang, Xingru Huang

Comput. Biol. Medicine, 2025

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, Xiaoshuai Zhang, Xingru Huang, Jin Liu

Int. J. Appl. Earth Obs. Geoinformation, 2025

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., November, 2024

SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation.

Xingru Huang, Jian Huang, Kai Zhao, Tianyun Zhang, Zhi Li, Changpeng Yue, Wenhao Chen, Ruihao Wang, Xuanbin Chen, Qianni Zhang, Ying Fu, Yangyundou Wang, Yihao Guo

IEEE Trans. Medical Imaging, August, 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, July, 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, Kai Jin, Xingru Huang

Sensors, February, 2024

Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM.

Yilong Li, Linyan Wang, Xingru Huang, Yaqi Wang, Le Dong, Ruiquan Ge, Huiyu Zhou, Juan Ye, Qianni Zhang

IEEE J. Biomed. Health Informatics, January, 2024

PGKD-Net: Prior-guided and Knowledge Diffusive Network for Choroid Segmentation.

Yaqi Wang, 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

Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation.

Xingru Huang, Yihao Guo, Jian Huang, Tianyun Zhang, Hong He, Shaowei Jiang, Yaoqi Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

URAG: Unified Retrieval-Augmented Generation.

Yulun Song, Long Yan, Lina Qin, Gongju Wang, Xingru Huang, Luzhe Hu, Weixin Liu

Proceedings of the 10th International Conference on Communication and Information Processing, 2024

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

Expert Syst. Appl., December, 2023

FILNet: Fast Image-Based Indoor Localization Using an Anchor Control Network.

Sikang Liu, Zhao Huang, Jiafeng Li, Anna Li, Xingru Huang

Sensors, October, 2023

Stimulus-guided adaptive transformer network for retinal blood vessel segmentation in fundus images.

Ji Lin, Xingru Huang, Huiyu Zhou, Yaqi Wang, Qianni Zhang

Medical Image Anal., October, 2023

POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation.

Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, Anantharaman Ramasamy, Yue Gu, Yaqi Wang, Ryo Torii, Jouke Dijkstra, Huiyu Zhou, Christos V. Bourantas, Qianni Zhang

Medical Image Anal., October, 2023

Disagreement attention: Let us agree to disagree on computed tomography segmentation.

Edgar Giussepi Lopez Molina, Xingru Huang, Qianni Zhang

Biomed. Signal Process. Control., July, 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, Zhi Li, Tianyun Zhang, Kunyan Cai, Gaopeng Huang, Wenhao Chen, Zhaoyang Xu, Liangqiong Qu, Ji Hu, Tingyu Wang, Shaowei Jiang, Chenggang Yan, Yaoqi Sun, Xin Ye, Yaqi Wang

CoRR, 2023

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

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2023

2022

Granular Content Distribution for IoT Remote Sensing Data Supporting Privacy Preservation.

Xiaoshuai Zhang, Guangyuan Zhang, Xingru Huang, Stefan Poslad

Remote. Sens., 2022

2021

SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images.

Yibao Sun, Xingru Huang, Huiyu Zhou, Qianni Zhang

Medical Image Anal., 2021

Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images.

Yibao Sun, Edgar Giussepi Lopez Molina, Yaqi Wang, Xingru Huang, Huiyu Zhou, Qianni Zhang

CoRR, 2021

2020

Signet Ring Cells Detection in Histology Images with Similarity Learning.

Yibao Sun, Xingru Huang, Edgar Giussepi Lopez Molina, Le Dong, Qianni Zhang

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020