教育背景

2004/09 – 2007/07，华南理工大学，计算机应用技术，博士。

2001/09 – 2004/07，华南师范大学，应用数学，硕士。

1997/09 – 2001/07，华南师范大学，基础数学，学士。

工作经历

2007/07 – 现在，广东工业大学，计算机学院，副教授。

主要论文

[1]Deng Jiehang, Yang Jianfa,Guosheng Gu*(通讯作者), et al. DiaDet-R: A lightweight and accurate rotated detector for diatom detection in drowning diagnostics. Expert Systems with Applications, 2025: 125958. (中科院SCI一区top).

[2]Deng Jiehang, Yang Jianfa, Wei Haomin,Guosheng Gu*(通讯作者), et al. A high-efficiency local and global detector for diatom-based drowning diagnosis. Engineering Applications of Artificial Intelligence, 2024, 138: 109296. (中科院SCI一区top).

[3]Guobo Xie, Weijun Li,Guosheng Gu*(通讯作者),Zhiyi Lin.A MiRNA-Disease Association Prediction Method Integrating Graph Matrix Factorization With L21 similarity Constraint And Network Projection Fusion. IEEE/ACM Transactions on Computational Biology and Bioinformatics，2025. （CCF B）

[4]GuoBo Xie, RuiBin Chen, ZhiYi Lin*,Guosheng Gu*(通讯作者), JunRui Yu, Zhenguo Liu, Ji Cui, Lieqing Lin, Langcheng Chen.Predicting lncRNA–disease associations based on combining selective similarity matrix fusion and bidirectional linear neighborhood label propagation. Briefings in Bioinformatics, 2023, 24(1): bbac595.（中科院SCI二区top，CCF B）

[5]Guo-Bo Xie, Hao-Jie Xu,Guosheng Gu*(通讯作者), Zhi-Yi Lin. MLWNNR: lncRNA–disease association prediction with multi-kernel learning-driven weighted nuclear norm regularization.Interdisciplinary Sciences - Computational Life Sciences. 2025.（中科院SCI二区）

[6]GuoshengGu,ShaoweiGan, Jiehang Deng*, et al. Automated diatom detection in forensic drowning diagnosis using a single shot multibox detector with plump receptive field. Applied Soft Computing, 2022:108885.（中科院SCI二区top）

[7]GuoshengGu, Huihong Lu, Jiehang Deng*, et al. A synergetic image encryption method based on discrete fractional random transform and chaotic maps. Multimedia Tools and Applications, June 2022: 1-25.

[8]Guosheng Gu,Jie Ling,Guobo Xie, ZhengLi.A chaotic-cipher-based packet body encryption algorithm for JPEG2000images.Signal Processing: Image Communication,2016, 40: 52-64.

[9]Guosheng Gu, Jie Ling.A fast image encryption method by using chaotic 3D cat maps,Optik - International Journal for Light and Electron Optics, 2014, 125(17): 4700-4705.

[10]Guosheng Gu, Jie Ling, Guobo Xie, Yuyi Ou.A chaotic image encryption algorithm based on a dynamical feedback operation,Advanced Materials Research, Materials Science, Computer and Information Technology.2014, 989: 3561-3566.

[11]Guosheng Gu, Jie Ling, Learning to Observation Matrices of Compressive Sensing, Advances in Intelligent and Soft Computing, 2012, 169: 313-318.

[12]Jiehang Deng, Bing Hong, Weiming Wang,Guosheng Gu*(通讯作者). Daily Wildfire Risk Prediction by Mining Global and local spatio-temporal dependency.Earth Science Informatics, 2025, 18(3):1-20.

[13]Jiehang Deng, Zihang Hu, Jinwen He, Jiaxin Liu, Guoqing Qiao,Guosheng Gu*(通讯作者), Shaowei Weng.Irregular feature enhancer for low-dose CT denoising. Multimedia Systems. 2024, 30: 359.

[14]Guobo Xie,Weijie Xie,Guosheng Gu*(通讯作者), et al. A vector projection similarity-based method for miRNA-disease association prediction. Analytical Biochemistry, 2024, 687: 115431.

[15]Guobo Xie, Shigang Liu,Guosheng Gu*(通讯作者), Zhiyi Lin, Junrui Yu, Ruibin Chen, Weijie Xie, Haojie Xu. LUNCRW: Prediction of potential lncRNA-disease associations based on unbalanced neighborhood constraint random walk. Analytical Biochemistry. 2023, 679:115297.

[16]Jiehang Deng,WeimingWang,Guosheng Gu*(通讯作者), et al. Wildfire susceptibility prediction using a multisource and spatiotemporal cooperative approach. Earth Science Informatics, 2023, 16(4): 3511-3529.

[17]Jiehang Deng, Haomin Wei, Zhenxiang Lai,Guosheng Gu*(通讯作者), Zhiqiang Chen, Leo Chen, Lei Ding. Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment. Journal of Computing and Information Science in Engineering, 2023, 23(1): 010201.

[18]Guobo Xie, Haojie Xu, Jianming Li,Guosheng Gu*(通讯作者), et al. DRPADC: A novel drug repositioning algorithm predicting adaptive drugs for COVID-19. Computers & Chemical Engineering, 2022, 166: 107947.（中科院SCI二区）

[19]Jiehan Deng, Haomin Chen, Zhongming Yuan,Guosheng Gu*(通讯作者), Shihe Xu, Shaowei Weng, Hao Wang. An enhanced image quality assessment by synergizing superpixels and visual saliency. Journal of Visual Communication and Image Representation, 2022, 88: 103610.

[20]Jiehang Deng, Wenquan Guo, Youwei Zhao, Jingjian Liu, Runhao Lai,Guosheng Gu*(通讯作者), et al. Identification of diatom taxonomy by a combination of region-based full convolutional network, online hard example mining, and shape priors of diatoms. International Journal of Legal Medicine, 2021, 135: 1-12.

[21]Jiehang Deng, HaominWei,Dongdong He,GuoshengGu*(通讯作者), et al. A coarse to fine framework for recognizing and locating multiple diatoms with highly complex backgrounds in forensic investigation. Multimedia Tools and Applications, 2021, 81: 4839-4857.

[22]Guobo Xie,JianmingLi,Guosheng Gu*(通讯作者), et al. BGMSDDA: a bipartite graph diffusion algorithm with multiple similarity integration for drug-disease association prediction.MOLECULAR OMICS, 2021, 17(6): 997-1011.

[23]Guobo Xie, Changhai Wu,Guosheng Gu*(通讯作者), et al. HAUBRW: Hybrid algorithm and unbalanced bi-random walk for predicting lncRNA-disease associations. Genomics, 2020, 112(6): 4777-4787.（中科院SCI二区）

[24]Jiehang Deng, Jiaxin Liu, Changzheng Wu, Taozhong,Guosheng Gu*(通讯作者), Bingo Wing-Kuen Ling. A Novel Framework for Classifying Leather Surface Defects Based on a Parameter Optimized Residual Network. IEEE Access, 2020, 8: 192109-192118.

[25]Jiehang Deng, Jixiang Yang, Shaowei Weng,Guosheng Gu*(通讯作者), Zheng Li. Copy-move Forgery Detection Robust to Various Transformation and Degradation Attacks. KSII Transactions on Internet and Information Systems, 2018, 12(9): 4467-4486.

[26]邓杰航;王晓宇;赵建;刘超;康晓东;顾国生*(通讯作者).复杂背景下高分辨率电镜的小环藻识别.计算机工程与设计,2019(1): 167-172.

[27]邓杰航,毋鹏杰,余汉君,林小平,张静,顾国生*(通讯作者).基于扩展梯度算子的结构相似度图像质量评价方法.科学技术与工程,2018(27): 42-47.

[28]柳毅,顾国生*(通讯作者). 一种新的轻量级RFID双向认证协议. 计算机科学, 2017(02):213-215+234.

[29]邓杰航, 袁仲鸣, 林好润,顾国生*(通讯作者). 协同超像素和视觉显著性的图像质量评价. 广东工业大学学报, 2021, 38(05): 33-39.

[30]顾国生，邓杰航，苏庆. “两型四项五融合”的信息安全专业人才实践能力培养. 计算机教育, 2022,4:188-193.

授权发明专利

[1]药物-疾病关联预测方法及系统. ZL20210407996.8（已授权）

[2]基于混沌映射和选择性Signcryption的DICOM图像非对称加密方法. ZL202110088780.X（已授权）

[3]多图像加密方法及解密方法. ZL202110351406.4（已授权）

[4]一种融合显著性和超像素的电镜硅藻图像分割方法及装置. ZL201910754900.8（已授权）

[5]基于离散分数变换和混沌函数的图像加密方法及装置. ZL201910689725.9（已授权）

[6]文本图像的处理方法及装置. ZL201910795552.9（已授权）

科研项目

[1]广东省科技计划项目：警用动态多维采集综合分析系统关键技术研究与应用

[2]广东省科技计划项目：多级别分层次智能网络视频监控系统关键技术研究及产业化

[3]广州市科技创新发展专项资金项目：基于云计算的警务视频布控分析系统关键技术研究与应用

[4]广州市科协产学研促进经费项目：基于私有云存储和压缩感知编码技术的视频监控系统

[5]北京空间飞行器总体设计部项目：光学卫星数据处理技术

[6]中国人民解放军军事科学院项目：智能规划终端样本试制及测试

教学活动

数据库系统、算法设计与分析、应用概率统计