陈丹阳，汉族，博士，计算机科学与工程，讲师，硕士研究生导师。
研究方向：自然语言处理、计算机视觉、生物信息计算、机器学习算法、计算几何。
科研成果：
主持广西自然科学基金面上项目，基于小样本和零样本学习的命名实体识别及多元关系抽取方法研究。
发表论文：
1) Yu Chen, Danyang Chen*（通讯作者）, Cheng Zhong. A Supernet-Only Framework for Federated Learning in Computationally Heterogeneous Scenarios. Appl. Sci. 2025, 15, 5666. https://doi.org/10.3390/app15105666
2) Zeyuan Chen, Danyang Chen*（通讯作者）, Cheng Zhong. A syllable-character collaborative model for enhanced Pinyin and Chinese recognition. PLoS One 20(7): e0325045. https://doi.org/10.1371/journal.pone.0325045
3) Hui Fang, Danyang Chen*（通讯作者）, Chunyan Tang, Min Li, Cheng Zhong*（通讯作者）. DualF-PBR: Dual-extracting Protein Sequence Features for Predicting Plant Resistance Proteins. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2025. SCI收录，JCR分区 Q2，中国计算机学会CCF推荐B类期刊
4) Zhaoguo Huang, Danyang Chen*（通讯作者）, Cheng Zhong. Few-Shot Object Detection for Remote Sensing Images via Pseudo-Sample Generation and Feature Enhancement. Applied Sciences, 2025. SCI收录，JCR分区Q2
5) Dongmin Chen, Danyang Chen*（通讯作者）, Cheng Zhong, Feng Zhan. NSC-YOLOv8: A Small Target Detection Method for UAV-Acquired Images Based on Self-Adaptive Embedding. Electronics, 2025. SCI收录，JCR分区 Q2
6) Danyang Chen*（通讯作者）, Xiangyu Wang, Xiu Xu, Cheng Zhong, Jinhui Xu. Sparse Non-negative Matrix Factorization for Uncertain Data Clustering. Intelligent Data Analysis, 2022,26(3). SCI收录，中国计算机学会CCF推荐C类期刊
7) Huidong Ma, Cheng Zhong, Danyang Chen, Haofa He, Feng Yang. cnnLSV: detecting structural variants by encoding long-read alignment information and convolutional neural network. BMC Bioinformatics,2023,24:119. SCI收录，中国计算机学会CCF推荐C类期刊
8) Chunyan Tang, Cheng Zhong, Danyang Chen, Jianyi Wang. Drug-target interactions prediction using marginalized denoising model on heterogeneous networks. BMC Bioinformatics, 2020,21:330. SCI收录，中国计算机学会CCF推荐C类期刊
9) Huidong Ma, Cheng Zhong, Hui Sun, Danyang Chen, Haixiang Lin. ricME: Long-Read Based Mobile Element Variant Detection Using Sequence Realignment and Identity Calculation. Proceedings of 19th International Symposium on Bioinformatics Research and Applications (ISBRA2023), Lecture Notes in Computer Science, vol.14248,pp.165-177. 中国计算机学会CCF推荐C类国际会议
10) Deng Pan, Cheng Zhong, Danyang Chen, Jinxiong Zhang, Feng Yang. Parallel Accelerating Ultra-long Reads Alignment by Vertical Partitioning Data. Proceedings of 13rd International Symposium on Parallel Architectures, Algorithms and Programming (PAAP2022), IEEE Computer Society, 2022. DOI: 10.1109/ PAAP56126. 2022.10010526. 获PAAP2022最佳论文奖.
11) Yao Li, Cheng Zhong, Danyang Chen, Jinxiong Zhang, Mengxiao Yin. Efficient distributed parallel aligning reads and reference genome with many repetitive subsequences using compact de Bruijn graph. Proceedings of the 12th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP’21), Dec. 10-12, 2021, Xi’an, China. EI收录
12) Yongjie Yang, Cheng Zhong, Danyang Chen. Accelerating alignment for short reads allowing insertion of gaps on multi-core cluster. Proceedings of 20th International Conference on Parallel and Distributed Computing, Applications and Technologies, IEEE, 2019: 41-45.
13) 凌键军，李志鹏，陈丹阳*（通讯作者），王翔宇，钟诚. 结合句子序列与语法关系的方面级情感分类方法.广西大学学报(自然科学版), 2023, 48(5): 1156-1166. 中文核心期刊
14) 李志鹏，陈丹阳*（通讯作者），钟诚．一种改进的超分辨率轻量化特征融合方法．计算机工程, 2024, 50(11): 258-265. 中文核心期刊
15) 李志鹏，陈丹阳*（通讯作者），钟诚．一种适合大面积破损图像的多重修复网络.计算机工程与科学，2025. 8. 中文核心期刊。
主要教授课程：《编译原理》《离散数学》《计算复杂性》。
联系邮箱/电话：chendanyang27@sina.com
