Guoming Zhang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 66

Top Topics

Convolutional Neural Networks

Diabetic Retinopathy

Joint Segmentation

Top Venues

Publications

Yanni Yang, Zhenlin An, Jiannong Cao, Yanwen Wang, Pengfei Hu, Guoming Zhang, Xiuzhen Cheng
Jump Out of Resonance: A Practical NFC Tag Fingerprinting Scheme. IEEE Trans. Mob. Comput. 23 (9) (2024)
Yanni Yang, Genglin Wang, Zhenlin An, Guoming Zhang, Xiuzhen Cheng, Pengfei Hu
RF-Parrot: Wireless Eavesdropping on Wired Audio. INFOCOM (2024)
Guoming Zhang, Zhijie Xiang, Heqiang Fu, Yanni Yang, Pengfei Hu
EchoLight: Sound Eavesdropping based on Ambient Light Reflection. INFOCOM (2024)
Yuantao Zhou, Fenggui Liu, Guoming Zhang, Jing'ai Wang
Response of the Normalized Difference Vegetation Index (NDVI) to Snow Cover Changes on the Qinghai-Tibet Plateau. Remote. Sens. 16 (12) (2024)
Jiahao Wang, Sikun Yang, Heinz Koeppl, Xiuzhen Cheng, Pengfei Hu, Guoming Zhang
Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics. CoRR (2024)
Siyuan Wu, Guoming Zhang, Fei Dai, Bowen Liu, Wanchun Dou
An edge-assisted federated contrastive learning method with local intrinsic dimensionality in noisy label environment. Softw. Pract. Exp. 54 (9) (2024)
Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Selvam Santhalingam, Parth H. Pathak, Hong Li, Huanle Zhang, Guoming Zhang, Xiuzhen Cheng, Prasant Mohapatra
Towards Unconstrained Vocabulary Eavesdropping With mmWave Radar Using GAN. IEEE Trans. Mob. Comput. 23 (1) (2024)
Guoming Zhang, Xiaohui Ma, Huiting Zhang, Zhijie Xiang, Xiaoyu Ji, Yanni Yang, Xiuzhen Cheng, Pengfei Hu
LaserAdv: Laser Adversarial Attacks on Speech Recognition Systems. USENIX Security Symposium (2024)
Changhao Li, Zhixin Ma, Dazhi Sun, Guoming Zhang, Jinming Wen
Stochastic IHT With Stochastic Polyak Step-Size for Sparse Signal Recovery. IEEE Signal Process. Lett. 31 (2024)
Guoming Zhang, Xiaoyu Ji, Xinyan Zhou, Donglian Qi, Wenyuan Xu
Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices. ACM Trans. Sens. Networks 20 (3) (2024)
Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, Pengfei Hu
Model Poisoning Attack on Neural Network Without Reference Data. IEEE Trans. Computers 72 (10) (2023)
Yinghua Wang, Zihao He, Guoming Zhang, Jinming Wen
Improved Sufficient Conditions Based on RIC of Order 2s for IHT and HTP Algorithms. IEEE Signal Process. Lett. 30 (2023)
Yanrong Hu, Guoming Zhang
Poster: Intrusion Detection System Based on Federated Transfer Learning. ACM TUR-C (2023)
Haijun Lei, Jia Zhao, Hai Xie, Yaling Liu, Guoming Zhang, Baiying Lei
Dual-branch Feature Interaction Network with Structure Information Learning for Retinopathy of Prematurity Classification. BIBM (2023)
Xutong Jiang, Guoming Zhang, Hao Tian, Haolong Xiang, Xuyun Zhang, Wanchun Dou
A Blockchain-enabled Secure Access Management Method in Edge Computing. ICPADS (2023)
Yanni Yang, Jiannong Cao, Zhenlin An, Yanwen Wang, Pengfei Hu, Guoming Zhang
NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication. INFOCOM (2023)
Xiang Dong, Hai Xie, Yunlong Sun, Zhenquan Wu, Bao Yang, Junlong Qu, Guoming Zhang, Baiying Lei
A Super Token Vision Transformer and CNN Parallel Branch Network for mCNV Lesion Segmentation in OCT Images. MLMI@MICCAI (1) (2023)
Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection. Medical Image Anal. 84 (2023)
Junlong Qu, Hai Xie, Yingpeng Xie, Huiling Hu, Jiaqiang Li, Yunlong Sun, Guoming Zhang, Baiying Lei
Multi-relational Graph Convolutional Neural Networks for Carotid Artery Stenosis Diagnosis via Fundus Images. OMIA@MICCAI (2023)
Haijun Lei, Zhihui Tian, Hai Xie, Benjian Zhao, Xianlu Zeng, Jiuwen Cao, Weixin Liu, Jiantao Wang, Guoming Zhang, Shuqiang Wang, Baiying Lei
LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis. Neural Networks 158 (2023)
Cheng Chen, Guoming Zhang, Bowen Liu, Wanchun Dou
A GCN-based Model for Recommendation Using Local Differential Privacy Method. HPCC/DSS/SmartCity/DependSys (2023)
Yindong Zhang, Jie Chen, Li Wang, Miaohong Chen, Guoming Zhang, Jianqiang Li
DD-UNet: Densely Dilated U-Net for Curvilinear Structure Segmentation in Fundus Image. BIBM (2023)
Jia Zhao, Haijun Lei, Hai Xie, Pingkang Li, Yaling Liu, Guoming Zhang, Baiying Lei
Dual-Branch Attention Network and Swin Spatial Pyramid Pooling for Retinopathy of Prematurity Classification. ISBI (2023)
Shaobin Chen, Zhenquan Wu, Mingzhu Li, Yun Zhu, Hai Xie, Peng Yang, Cheng Zhao, Yongtao Zhang, Shaochong Zhang, Xinyu Zhao, Lin Lu, Guoming Zhang, Baiying Lei
FIT-Net: Feature Interaction Transformer Network for Pathologic Myopia Diagnosis. IEEE Trans. Medical Imaging 42 (9) (2023)
Fangtian Zhong, Zekai Chen, Minghui Xu, Guoming Zhang, Dongxiao Yu, Xiuzhen Cheng
Malware-on-the-Brain: Illuminating Malware Byte Codes With Images for Malware Classification. IEEE Trans. Computers 72 (2) (2023)
Rugang Zhang, Jinfeng Zhao, Hai Xie, Tianfu Wang, Guozhen Chen, Guoming Zhang, Baiying Lei
Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network. Expert Syst. Appl. 187 (2022)
Guoming Zhang, Xuyun Zhang, Muhammad Bilal, Wanchun Dou, Xiaolong Xu, Joel J. P. C. Rodrigues
Identifying fraud in medical insurance based on blockchain and deep learning. Future Gener. Comput. Syst. 130 (2022)
Fangtian Zhong, Pengfei Hu, Guoming Zhang, Hong Li, Xiuzhen Cheng
Reinforcement learning based adversarial malware example generation against black-box detectors. Comput. Secur. 121 (2022)
Pengfei Hu, Hui Zhuang, Panneer Selvam Santhalingam, Riccardo Spolaor, Parth Pathak, Guoming Zhang, Xiuzhen Cheng
AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary. CoRR (2022)
Yueqing Wu, Hao Fu, Guoming Zhang, Bin Zhao, Minghui Xu, Yifei Zou, Xiaotao Feng, Pengfei Hu
TraceDroid: Detecting Android Malware by Trace of Privacy Leakage. WASA (1) (2022)
Guoming Zhang, Xianlu Zeng, Xin Hao, Beibei Qin, Yinsheng Zhang
TraineR: A crowd training platform for deep learning image labeling tasks. Softw. Impacts 14 (2022)
Shuang He, Yuhang Qian, Huanle Zhang, Guoming Zhang, Minghui Xu, Lei Fu, Xiuzhen Cheng, Huan Wang, Pengfei Hu
Accurate Contact-Free Material Recognition with Millimeter Wave and Machine Learning. WASA (2) (2022)
Jin Yang, Guoming Zhang
Dynamic Dual-Threshold Virtual Machine Merging Method Based on Three-Way Decision. Symmetry 14 (9) (2022)
Pengfei Hu, Hui Zhuang, Panneer Selvam Santhalingam, Riccardo Spolaor, Parth H. Pathak, Guoming Zhang, Xiuzhen Cheng
AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary. IEEE Symposium on Security and Privacy (2022)
Guangpeng Wang, Lianyou Liu, Peijun Shi, Guoming Zhang, Jifu Liu
Flood Risk Assessment of Metro System Using Improved Trapezoidal Fuzzy AHP: A Case Study of Guangzhou. Remote. Sens. 13 (24) (2021)
Guangpeng Wang, Yong Liu, Ziying Hu, Guoming Zhang, Jifu Liu, Yanli Lyu, Yu Gu, Xichen Huang, Qingyan Zhang, Lianyou Liu
Flood Risk Assessment of Subway Systems in Metropolitan Areas under Land Subsidence Scenario: A Case Study of Beijing. Remote. Sens. 13 (4) (2021)
Fangtian Zhong, Zekai Chen, Minghui Xu, Guoming Zhang, Dongxiao Yu, Xiuzhen Cheng
Malware-on-the-Brain: Illuminating Malware Byte Codes with Images for Malware Classification. CoRR (2021)
Guoming Zhang, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
Point-of-Interest Recommendation with User's Privacy Preserving in an IoT Environment. Mob. Networks Appl. 26 (6) (2021)
Chen Yan, Guoming Zhang, Xiaoyu Ji, Tianchen Zhang, Taimin Zhang, Wenyuan Xu
The Feasibility of Injecting Inaudible Voice Commands to Voice Assistants. IEEE Trans. Dependable Secur. Comput. 18 (3) (2021)
Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Xinyu Zhao, Miaohong Chen, Guoming Zhang, Baiying Lei
Dual-Branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images. OMIA@MICCAI (2021)
Junshu Wang, Guoming Zhang, Wei Wang, Ka Zhang, Yehua Sheng
Cloud-based intelligent self-diagnosis and department recommendation service using Chinese medical BERT. J. Cloud Comput. 10 (1) (2021)
Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
Cross-attention multi-branch network for fundus diseases classification using SLO images. Medical Image Anal. 71 (2021)
Kena Wang, Guoming Zhang, Quanzhi Zhang, Guohong Wang, Danfeng Lu
Opportunities and Challenges of AI City Construction in Qiqihar City. IWCMC (2021)
Baiying Lei, Xianlu Zeng, Shan Huang, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Jiantao Wang, Guoming Zhang
Automated detection of retinopathy of prematurity by deep attention network. Multim. Tools Appl. 80 (30) (2021)
Shaobin Chen, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of Prematurity. ISBI (2021)
Guoming Zhang, Xiaoyu Ji, Xinfeng Li, Gang Qu, Wenyuan Xu
EarArray: Defending against DolphinAttack via Acoustic Attenuation. NDSS (2021)
Xiaolong Xu, Qing Cai, Guoming Zhang, Jie Zhang, Wei Tian, Xiaorui Zhang, Alex X. Liu
An incentive mechanism for crowdsourcing markets with social welfare maximization in cloud-edge computing. Concurr. Comput. Pract. Exp. 33 (7) (2021)
Yixuan Chen, Yui Lo, Lili Qu, Kai Zhang, Guoming Zhang, Chengming Yang, Lijing Jia, Yuhan Dong
ADRS-Net: Automated Diabetic Retinopathy Screening Net. CISP-BMEI (2021)
Zheng Yuan, Yuanhao Liu, Qiuyang Yin, Boyao Li, Xiaobin Feng, Guoming Zhang, Sheng Yu
Unsupervised multi-granular Chinese word segmentation and term discovery via graph partition. J. Biomed. Informatics 110 (2020)
Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images. OMIA@MICCAI (2020)
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Hai Xie, Guanghui Yue, Tianfu Wang, Guoming Zhang, Baiying Lei
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network. OMIA@MICCAI (2020)
Guoming Zhang, Xiaoyu Ji, Yanjie Li, Wenyuan Xu
Power-Based Non-Intrusive Condition Monitoring for Terminal Device in Smart Grid. Sensors 20 (13) (2020)
Guangpeng Wang, Ziying Hu, Yong Liu, Guoming Zhang, Jifu Liu, Yanli Lyu, Yu Gu, Xichen Huang, Qingyan Zhang, Zongze Tong, Chang Hong, Lianyou Liu
Impact of Expansion Pattern of Built-Up Land in Floodplains on Flood Vulnerability: A Case Study in the North China Plain Area. Remote. Sens. 12 (19) (2020)
Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, Guozhen Chen, Ahmed Elazab, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images. Neural Networks 132 (2020)
Yinsheng Zhang, Li Wang, Zhenquan Wu, Jian Zeng, Yi Chen, Ruyin Tian, Jinfeng Zhao, Guoming Zhang
Development of an Automated Screening System for Retinopathy of Prematurity Using a Deep Neural Network for Wide-Angle Retinal Images. IEEE Access 7 (2019)
Guoming Zhang, Xiaoyu Ji, Xinyan Zhou, Dong-lian Qi, Wenyuan Xu
UltraComm: High-Speed and Inaudible Acoustic Communication. QSHINE (2019)
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network. OMIA@MICCAI (2019)
Jinfeng Zhao, Baiying Lei, Zhenquan Wu, Yinsheng Zhang, Yafeng Li, Li Wang, Ruyin Tian, Yi Chen, Dahui Ma, Jiantao Wang, Tianfu Wang, Guozhen Chen, Jian Zeng, Guoming Zhang
A Deep Learning Framework for Identifying Zone I in RetCam Images. IEEE Access 7 (2019)
Guoming Zhang, Shucun Fu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou
An Anti-fraud Framework for Medical Insurance Based on Deep Learning. ADMA (2019)
Guoming Zhang, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
Context-Aware Point-of-Interest Recommendation Algorithm with Interpretability. CollaborateCom (2019)
Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning. OMIA@MICCAI (2019)
Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. ReQuEST@ASPLOS (2018)
Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal
Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. CoRR (2018)
Guoming Zhang, Chen Yan, Xiaoyu Ji, Taimin Zhang, Tianchen Zhang, Wenyuan Xu
DolphinAtack: Inaudible Voice Commands. CoRR (2017)
Guoming Zhang, Chen Yan, Xiaoyu Ji, Tianchen Zhang, Taimin Zhang, Wenyuan Xu
DolphinAttack: Inaudible Voice Commands. CCS (2017)
Junshu Wang, Guoming Zhang, Min Cao, Nan Jiang
Semi-supervised classification of hyperspectral image based on spectral and extended morphological profiles. WHISPERS (2016)
Junshu Wang, Nan Jiang, Guoming Zhang, Bin Hu, Yang Li
Automatic framework for semi-supervised hyperspectral image classification using self-training with data editing. WHISPERS (2015)
Ming Chen, Rui Zhang, Lihua Song, Guoming Zhang, Jian Chen
UNM: an architecture of the universal policy-based network measurement system. LANMAN (2004)