黎远鹏

主要研究方向：拉曼光谱、高光谱成像、机器学习

邮箱：yuanpengli@gxnu.edu.cn

办公地址：物理科学与技术学院实验楼309办公室

一、教育经历

黎远鹏，男，博士，副教授/硕导。主要从事AI+光谱(拉曼光谱/红外光谱)、食品快检等领域的应用基础研究工作。在《LWT - Food Science and Technology》、《Analytical Chemistry》、《Biomedical Optics Express》、《Journal of Food Composition and Analysis》等SCI收录的权威期刊上发表学术论文40余篇，其中通讯/第一作者 19篇，SCI引用300余次。获国家发明专利4项。已主持完成国自然青年基金、广西自然青年基金科研项目共2项。担任Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, Journal of Food Composition and Analysis等国际学术期刊审稿人。

二、工作经历

2019年7月—至今 广西师范大学 副教授 硕士生导师

三、教育背景

2009年9月—2013年7月 广西师范大学 物理学专业 理学学士

2013年9月—2016年7月 暨南大学 光学专业 理学硕士

2016年9月—2019年7月 暨南大学 生物医学工程专业 工学博士

四、教学工作

主讲本科生课程：《大学物理实验A》《大学物理实验B》

五、学术兼职

广西师范大学学报青年编委

六、学术论文

①　Wenchang Huang, Rui Zeng, Yuanpeng Li*(通讯作者), Yisheng Hua, Lingli Liu, Meiyuan Chen, Mengjiao Xue, Shan Tu*, Furong Huang**, Junhui Hu. Identification of Alzheimer’s disease and vascular dementia based on a Deep Forest and near-infrared spectroscopy analysis method[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. 2025, 326:125209.                                                          (SCI, 二区)

②　Hanglin, Lu; Li, Yang; Yuanpeng Li*(通讯作者); Jian, Tang; Laipeng, Shao; Kepeng, Fu; Jinpeng, Wei; Yalan, Niu; Juihui, Hu. Ion-Regulated Signal Amplification Optical Microfiber Interferometric DNA Sensor[J]. Journal of Biophotonics. 2025.                 (SCI, 三区)

③　Hua, Yisheng, Yuanpeng Li*(通讯作者), Yayi Huang, Yuancui Su, Rui Zeng, Wenchang Huang, Lingli Liu et al. Rapid analysis of flaxseed oil quality during frying process based on Raman spectroscopy combined with peak-area-ratio method[J]. LWT - Food Science and Technology . 2024,196 : 115839.                                     (SCI, 一区 TOP)

④　Mengjiao Xue, Jianchang Hu, Xiaoyong He, Junhui Hu, Yuanpeng Li*(通讯作者), Guiwen Wang, Xuhua Huang, Yufeng Yuan. Advanced Nosema bombycis Spore Identification: Single-Cell Raman Spectroscopy Combined with Self-Attention Mechanism-Guided Deep Learning[J]. Analytical Chemistry. 2024, 96, 20255−20266.                         (SCI, 一区 TOP)

⑤　Lingli Liu, Yisheng Hua, Yuanpeng Li*(通讯作者), Rui Liu, Rui Zeng, Mengjiao Xue, Meiyuan Chen, Wenchang Huang, et al. Rapid method for identifying diacylglycerol edible oils using Raman spectroscopy combined with the “oil microscopy” method[J]. Journal of Food Composition and Analysis. 2024, 136: 106812.                              (SCI, 二区 )

⑥　Yuanpeng Li (第一作者）, Tian-Yu Lu, Fu-Rong Huang, Wei-Min Zhang, Zhen-Qiang Chen, Pei-Wen Guang, Liang-Yu Deng, and Xin-Hao Yang. Differential diagnosis of Crohn’s disease and intestinal tuberculosis based on ATR-FTIR spectroscopy combined with machine learning[J].World Journal Of Gastroenterology. 2024, 30(10): 1377-1392.         (SCI, 三区)

⑦　Rui Liu, Yuanpeng Li*(通讯作者), Tinghui Li, Ping Liu, Wenchang Huang, Lingli Liu, Rui Zeng, Yisheng Hua, Jian Tang, Junhui Hu. A rapid, non‐destructive, and accurate method for identifying citrus granulation using Raman spectroscopy and machine learning[J]. Journal of Food Science. 2024, 89(12): 9354-9368.                                        (SCI, 二区)

⑧　Rui Zeng, Yongsheng Ye, Haisheng Ou, Yisheng Hua, Yuancui Su, Junhui Hu, Hanglin Lu, Jian Tang, Jun Liu, Teng Xiao, Zhaosheng Wu, Wang Tang, Zhen-Yan Li, Su-juan Lin, Shabin Zhuang, Guisheng Xu, Yuning Lin, Yuanpeng Li*(通讯作者), et al. Early osteoarthritis diagnosis based on near-infrared spectroscopy combined with aquaphotomics[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. 2023, 302: 123120.              (SCI, 二区 )                                         

⑨　Qiu-Shi Liu, Ming-Jiang Ma, Chong Lv, Guo-Qing Yang, Yan-Lei Yang, Jia-Hao Wang, Zhi-Xing Gao, Hong-Yu He, Yuanpeng Li*(通讯作者), et al. Component identification of subsurface food additives by spatially offset Raman spectroscopy[J]. Microwave and Optical Technology Letters . 2023, 65(5): 1433-1438.                                (SCI, 三区)                                                                                                                        

⑩　Wenchang Huang, Lingli Liu, Yuancui Su, Chuanmei Yang, Chengsen Tan, Yuanpeng Li*(通讯作者), Shan Tu, Siqi Zhu, Yongmei Wang, Lihu Wang, Junhui Hu, Yuxiang Mo, Hongxia Zhao & Furong Huang.Differentiation of Gelsemium elegans-Containing Toxic Honeys and Non-Toxic Honeys by Near Infrared Spectroscopy Combined with Aquaphotomics[J]. Food Analytical Methods. 2023,16(11-12): 1607-1617.                             (SCI, 三区)                            

⑪　Shan Tu, Wentao Zhang*, Yuan Tang, Yuanpeng Li*(通讯作者) and Junhui Hu. Application of IRI visualization to terahertz vibrational spectroscopy of hydroxybenzoic acid isomers[J]. International Journal of Molecular Sciences . 2023,24(13): 10417.    (SCI, 二区 )

⑫　Jiaze Chen, Jinfang Ma, Xueqin Han, Yongxin Zhou, Baiheng Xie, Furong Huang, Li Li, Yuanpeng Li*(通讯作者). Rapid detection of hepatitis B virus DNA level based on interval‐point data fusion of infrared spectra[J]. Journal of Biophotonics. 2022,e202200251: e202200251- e202200251.                                               (SCI, 三区)                                                               

⑬　Chuanmei Yang, Peiwen Guang, Li Li, Han Song, Furong Huang, Yuanpeng Li*(通讯作者）, et al . Early rapid diagnosis of Alzheimer’s disease based on fusion of near- and mid-infrared spectral features combined with PLS-DA[J]. Optik. 2021，241:166485.            (SCI, 四区)                                                            

⑭　Yuanpeng Li (第一作者), Liu Guo, Li Li, Chuanmei Yang, Peiwen Guang, Furong Huang* , Zhenqiang Chen*, Lihu Wang and Junhui Hu. Early Diagnosis of Type 2 Diabetes Based on Near-Infrared Spectroscopy Combined With Machine Learning and Aquaphotomics[J]. Frontiers in Chemistry. 2020.8:580489.                                           (SCI, 二区 )                                   

⑮　Yuanpeng Li (第一作者), Zhao Liu, Xinhao Yang, Liu Guo, Na Li, Xiaoping Zhao, Furong Huang*, Siqi Zhu, Zhenqiang Chen*, Xingdan Chen, Weimin Zhang*. Early diagnosis of gastric cancer based on deep learning combined with spectral-spatial classification method[J]. Biomedical Optics Express. 2019,10(10):4999-5014.                                  (SCI, 二区 )                              

⑯　Yuanpeng Li (第一作者), Xiaojuan Xie, Xinhao Yang, Liu Guo, Zhao Liu, Xiaoping Zhao, Ying Luo, Wei Jia, Furong Huang*, Siqi Zhu, Zhenqang Chen, Xingdan Chen, Zhong Wei, Weimin Zhang*. Research on Early Diagnosis of Gastric Cancer based on Fluorescence Microimaging Technology Combined with PLS-DA and SVM[J]. Journal of Biophotonics. 2018, 201800324.                                                           (SCI, 三区)

⑰　Yuanpeng Li (第一作者), Fucui Li, Xinhao Yang, LiuGuo, Furong Huang*, Zhenqiang Chen, Xingdan Chen, Shifu Zheng. Quantitative analysis of glycated albumin in serum based on ATR-FTIR spectrum combined with SiPLS and SVM[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. 2018,201: 249-257.                         (SCI, 二区 )                       

⑱　Yuanpeng Li (第一作者), Tao Fang, Siqi Zhu, Furong Huang*, Zhenqiang Chen,Yong Wang. Detection of olive oil adulteration with waste cooking oil via Raman spectroscopy combined with iPLS and SiPLS[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. 2018,189:37-43.                                          (SCI, 二区 ) 

⑲　Yuanpeng Li (第一作者), Furong Huang, Ruiyi Xian, Xiaoshu Lu, Jia Dong, Zhenqiang Chen, et al. Qualitative Identification of Fish Meal and Meat Bone Meal via Fluorescence Spectral Imaging[J]. Food Analytical Methods. 2015, 8(8): 2150-2156.                 (SCI, 二区 )

七、科研项目

① 国家自然科学基金委员会, 青年科学基金项目, 62005056, 《基于荧光高光谱成像结合空谱联合分类方法的胃癌早期无创(在体)检测方法研究》, 2021.01-2023.12, 24万元, 已结题, 主持；

② 广西科技厅, 广西自然基金青年项目, 2021JJB110003, 基于高光谱视网膜成像的阿尔兹海默症早期诊断方法研究, 2021.11- 2024.12, 8万元, 已结题, 主持；

③ 国家自然科学基金，面上项目，61975069，《基于空间偏移拉曼光谱和深度学习的无创血糖检测方法研究》，2020.01-2023.12，59 万元，已结题, 参与；

④ 国家自然科学基金委员会, 地区基金项目, 62265002，反谐振空芯光纤光栅气体传感关键技术研究，2022-10-08 至今，33 万元，在研，参与。

八、授权发明专利

① 黎远鹏; 刘睿; 刘萍; 涂闪; 李廷会; 陆杭林; 胡君辉. 一种柑橘储藏方式及变味检测方法, 专利号：CN202410968153.9.

② 黄富荣; 陈嘉泽; 黎远鹏; 朱思祁; 殷海. 一种基于空间偏移拉曼的皮下血糖测量方法, 专利号：CN202311792086.1

③ 毛华，黄富荣，韦仲，黎远鹏.一种光纤内窥拉曼光谱探头，专利号：CN201822085452.0.

④ 黄富荣，黎远鹏.一种红外光谱检测技术用于克罗恩病的鉴别诊断的制样方法，专利号：CN201811521077.8